7,266 results on '"Self-organizing systems"'
Search Results
2. Meaningfulness and attachment: what dreams, psychosis and psychedelic states tell us about our need for connection.
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Fischman, Lawrence
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SELF-organizing systems ,DREAMS ,SCHIZOPHRENIA ,PSYCHOSES ,HALLUCINOGENIC drugs - Abstract
The human need to find meaning in life and the human need for connection may be two sides of the same coin, a coin forged in the developmental crucible of attachment. Our need for meaningfulness can be traced to our developmental need for connection in the attachment relationship. The free energy principle dictates that in order to resist a natural tendency towards disorder self-organizing systems must generate models that predict the hidden causes of phenomenal experience. In other words, they must make sense of things. In both an evolutionary and ontogenetic sense, the narrative self develops as a model that makes sense of experience. However, the self-model skews the interpretation of experience towards that which is predictable, or already "known." One may say it causes us to "take things personally." Meaning is felt more acutely when defenses are compromised, when the narrative self is offline. This enables meaning-making that is less egocentrically motivated. Dreams, psychosis, and psychedelic states offer glimpses of how we make sense of things absent a coherent narrative self. This has implications for the way we understand such states, and lays bare the powerful reach of attachment in shaping what we experience as meaningful. [ABSTRACT FROM AUTHOR]
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- 2024
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3. HybGBS: A hybrid neural network and grey wolf optimizer for intrusion detection in a cloud computing environment.
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Sumathi, S and Rajesh, R
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ARTIFICIAL neural networks ,GREY Wolf Optimizer algorithm ,SELF-organizing systems ,BACK propagation ,FEATURE selection ,INTRUSION detection systems (Computer security) - Abstract
Summary: The cloud computing environment is subject to unprecedented cyber‐attacks as its infrastructure and protocols may contain vulnerabilities and bugs. Among these, Distributed Denial of Service (DDoS) is chosen by most cyber extortionists, creating unusual traffic that drains cloud resources, making them inaccessible to customers and end users. Hence, security solutions to combat this attack are in high demand. The existing DDoS detection techniques in literature have many drawbacks, such as overfitting, delay in detection, low detection accuracy for attacks that target multiple victims, and high False Positive Rate (FPR). In this proposed study, an Artificial Neural Network (ANN) based hybrid GBS (Grey Wolf Optimizer (GWO) + Back Propagation Network (BPN) + Self Organizing Map (SOM)) Intrusion Detection System (IDS) is proposed for intrusion detection in the cloud computing environment. The base classifier, BPN, was chosen for our research after evaluating the performance of a comprehensive set of neural network algorithms on the standard benchmark UNSW‐NS 15 dataset. BPN intrusion detection performance is further enhanced by combining it with SOM and GWO. Hybrid Feature Selection (FS) is made using a correlation‐based approach and Stratified 10‐fold cross‐validation (STCV) ranking based on Weight matrix value (W). These selected features are further fine‐tuned using metaheuristic GWO hyperparameter tuning based on a fitness function. The proposed IDS technique is validated using the standard benchmark UNSW‐NS 15 dataset, which consists of 1,75,341 and 82,332 attack cases in the training and testing datasets. This study's findings demonstrate that the proposed ANN‐based hybrid GBS IDS model outperforms other existing IDS models with a higher intrusion detection accuracy of 99.40%, fewer false alarms (0.00389), less error rate (0.001), and faster prediction time (0.29 ns). [ABSTRACT FROM AUTHOR]
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- 2024
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4. Role of the Locus Coeruleus Arousal Promoting Neurons in Maintaining Brain Criticality across the Sleep–Wake Cycle.
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Chengyu Huo, Lombardi, Fabrizio, Blanco-Centurion, Carlos, Shiromani, Priyattam J., and Ivanov, Plamen Ch.
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SELF-organizing systems , *SLEEP , *SLEEP duration , *BRAIN waves , *LOCUS coeruleus , *RATS - Abstract
Sleep control depends on a delicate interplay among brain regions. This generates a complex temporal architecture with numerous sleep-stage transitions and intermittent fluctuations to micro-states and brief arousals. These temporal dynamics exhibit hallmarks of criticality, suggesting that tuning to criticality is essential for spontaneous sleep-stage and arousal transitions. However, how the brain maintains criticality remains not understood. Here, we investigate θ- and δ-burst dynamics during the sleep–wake cycle of rats (Sprague–Dawley, adult male) with lesion in the wake-promoting locus coeruleus (LC). We show that, in control rats, θ- and δ-bursts exhibit power-law (θ-bursts, active phase) and exponential-like (δ-bursts, quiescent phase) duration distributions, as well as powerlaw long-range temporal correlations (LRTCs)—typical of non-equilibrium systems self-organizing at criticality. Furthermore, consecutive θ- and δ-bursts durations are characterized by anti-correlated coupling, indicating a new class of self-organized criticality that emerges from underlying feedback between neuronal populations and brain areas involved in generating arousals and sleep states. In contrast, we uncover that LC lesion leads to alteration of θ- and δ-burst critical features, with change in duration distributions and correlation properties, and increase in θ–δ coupling. Notably, these LC-lesion effects are opposite to those observed for lesions in the sleep-promoting ventrolateral preoptic (VLPO) nucleus. Our findings indicate that critical dynamics of θ- and δ-bursts arise from a balanced interplay of LC and VLPO, which maintains brain tuning to criticality across the sleep–wake cycle—a nonequilibrium behavior in sleep micro-architecture at short timescales that coexists with large-scale sleep–wake homeostasis. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Measuring system resilience through a comparison of information- and flow-based network analyses.
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Hyde, Graham, Fath, Brian D., and Zoller, Hannah
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SELF-organizing systems , *SYSTEM dynamics , *SYSTEM analysis , *KNOWLEDGE transfer - Abstract
Quantifying the properties of complex, self-organizing systems is increasingly important for understanding the development and state of modern systems. Case studies have recommended sustainability frameworks predominately in literature, but little emphasis has been placed on methodological evaluation. Data availability is often an obstacle that constrains conventional flow-based network analysis, but a novel information-based technique (QtAC) developed by zu Castell and Schrenk overcomes these constraints by modelling interactions between agents as information transfers. This study compares the QtAC method to conventional flow analysis by applying both to the same 90-year dataset containing socio-economic data from the island of Samothraki, Greece. Resilience indicators, based on Ulanowicz's ascendency analysis, are derived on both the information- and flow-based networks. We observe that the resulting dynamics of the information-based networks align closer with complex system dynamics as theorized by the adaptive cycle model. Additionally, we discuss how QtAC offers different interpretations of network indicators when compared to usual interpretations of flow analysis. Ultimately, QtAC is shown to provide an alternative for complex systems analysis if the data situation does not allow for conventional flow-analysis. Furthermore, we show that the combination of both approaches can yield valuable new insights. [ABSTRACT FROM AUTHOR]
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- 2024
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6. AI@ALS Workshop Report: Machine Learning Needs at the Advanced Light Source.
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Parkinson, Dilworth Y., Chavez, Tanny, Choudhary, Monika, English, Damon, Hao, Guanhua, Hellert, Thorsten, Leemann, Simon C., Nemsak, Slavomir, Rotenberg, Eli, Taylor, Andrea L., Scholl, Andreas, White, Ashley A., Islegen-Wojdyla, Antoine, Zwart, Petrus H., and Hexemer, Alexander
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MACHINE learning , *SCIENTIFIC knowledge , *ARTIFICIAL intelligence , *SELF-organizing systems , *CONVOLUTIONAL neural networks , *METADATA , *SYSTEM downtime , *CHATBOTS - Published
- 2024
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7. Democratization, state capacity and developmental correlates of international artificial intelligence trade.
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Ünver, H. Akın and Ertan, Arhan S.
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ARTIFICIAL intelligence , *MACHINE theory , *SELF-organizing systems - Abstract
Does acquiring artificial intelligence (AI) technologies from the US or China render countries more authoritarian or technologically less advantageous? In this article, we explore to what extent importing AI/high-tech from the US and/or China goes parallel with importers' (a) democratization or autocratization, (b) state capacity, and (c) technological progress across a decade (2010–2020). Our work demonstrates that not only are Chinese AI/high-tech exports not congruous with importers' democratic backsliding, but autocratization attributed to Chinese AI is also visible in importers of US AI. In addition, for most indicators, we do not observe any significant effect of acquiring AI from the US or China on importers' state capacity or technological progress across the same period. Instead, we find that the story has a global inequality dimension as Chinese exports are clustered around countries with a lower GDP per capita, whereas US high-technology exports are clustered around relatively wealthier states with slightly weaker capacity over territorial control. Overall, the article empirically demonstrates the limitations of some of the prevalent policy discourses surrounding the global diffusion of AI and its contribution to democratization, state capacity, and technological development of importer nations. [ABSTRACT FROM AUTHOR]
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- 2024
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8. Episodic Visual Hallucinations, Inference and Free Energy.
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Collerton, Daniel, Tsuda, Ichiro, and Nara, Shigetoshi
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HALLUCINATIONS , *SELF-organizing systems , *KNOWLEDGE transfer , *PHASE transitions - Abstract
Understandings of how visual hallucinations appear have been highly influenced by generative approaches, in particular Friston's Active Inference conceptualization. Their core proposition is that these phenomena occur when hallucinatory expectations outweigh actual sensory data. This imbalance occurs as the brain seeks to minimize informational free energy, a measure of the distance between predicted and actual sensory data in a stationary open system. We review this approach in the light of old and new information on the role of environmental factors in episodic hallucinations. In particular, we highlight the possible relationship of specific visual triggers to the onset and offset of some episodes. We use an analogy from phase transitions in physics to explore factors which might account for intermittent shifts between veridical and hallucinatory vision. In these triggered forms of hallucinations, we suggest that there is a transient disturbance in the normal one-to-one correspondence between a real object and the counterpart perception such that this correspondence becomes between the real object and a hallucination. Generative models propose that a lack of information transfer from the environment to the brain is one of the key features of hallucinations. In contrast, we submit that specific information transfer is required at onset and offset in these cases. We propose that this transient one-to-one correspondence between environment and hallucination is mediated more by aberrant discriminative than by generative inference. Discriminative inference can be conceptualized as a process for maximizing shared information between the environment and perception within a self-organizing nonstationary system. We suggest that generative inference plays the greater role in established hallucinations and in the persistence of individual hallucinatory episodes. We further explore whether thermodynamic free energy may be an additional factor in why hallucinations are temporary. Future empirical research could productively concentrate on three areas. Firstly, subjective perceptual changes and parallel variations in brain function during specific transitions between veridical and hallucinatory vision to inform models of how episodes occur. Secondly, systematic investigation of the links between environment and hallucination episodes to probe the role of information transfer in triggering transitions between veridical and hallucinatory vision. Finally, changes in hallucinatory episodes over time to elucidate the role of learning on phenomenology. These empirical data will allow the potential roles of different forms of inference in the stages of hallucinatory episodes to be elucidated. [ABSTRACT FROM AUTHOR]
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- 2024
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9. Re-Thinking Self-Optimisation: Power, Self, and Community in the Global South.
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Nehring, Daniel, Esnard, Talia, and Kerrigan, Dylan
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SELF-organizing systems ,ENGLISH-speaking Caribbean ,THERAPEUTICS ,NEOLIBERALISM ,ENTREPRENEURSHIP ,GENDER inequality - Abstract
»Selbstoptimierung neu denken: Macht, Selbst und Gemeinschaft im globalen Süden«. Our objective in this article is to expand established sociological conceptualisations of self-optimisation. We do so through an analysis of the complex histories and institutional uses of self-optimisation in the Anglophone Caribbean, with a particular focus on Jamaica and Trinidad and Tobago. Self-optimisation, as a recent concept in sociological enquiry, has been bound up with research on therapeutic cultures in the Global Northwest and, to a significant degree, with critiques of neoliberal forms of power and governance of the self. Through two case studies, we move beyond this relatively narrow frame of reference in socio-geographic and historical terms. First, we look at the role of self-optimisation in the plantation system of economic production and political domination in colonial Jamaica. We then consider the contemporary role of discourses of entrepreneurship and self-optimisation in the organisation of gendered social inequalities in Trinidad and Tobago and the broader Caribbean. In doing so, we contribute, first, to the analysis of institutionally situated modes of subjectivity and underlying dynamics of social power in the Anglophone Caribbean. More broadly, second, we move debates on self-optimisation beyond their current focus on the Global Northwest and explore how self-optimisation may be bound up with the social, political, and economic organisation of power in the Global South. [ABSTRACT FROM AUTHOR]
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- 2024
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10. Practical Daydreams: Self-Optimization through Consumer Lifestyles in China.
- Author
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Hampel, Amir
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SELF-organizing systems ,CONSUMERS ,SUBJECTIVITY ,PSYCHOLOGY ,BUSINESSPEOPLE - Abstract
»Praktische Tagträume: Selbstoptimierung durch Verbraucherlebensstile in China«. The ethos of self-optimization calls on people to imagine a desirable future state of existence and to approach this desired state by adjusting aspects of their everyday lives. This ethos depends on a specific capacity for fantasy. Therefore, this article argues that the concept of self-optimization applies not only to entrepreneurial self-making but also to consumer lifestyles and that it provides a useful critical lens for investigating cultural constructions of labor, leisure, and desire. China has been depicted a place inimical to fantasy, where dreams are denied by social and political pressures. However, in today's China personal dreams symbolize modern subjectivity. Drawing on ethnographic and textual research on self-help psychology in China, this article traces links between self-optimization and various actors, including entrepreneurs, marketers, activists, and authors, who are teaching Chinese youth to craft explicit visions of their ideal life. The article contextualizes projects of self-optimization within China's exploding consumer culture, and in a society where markets are entangled with interpersonal networks and encompassed by state policies. Within these constraints, the logic of self-optimization shapes modest and often commodified pursuits of the good life. [ABSTRACT FROM AUTHOR]
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- 2024
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11. Self-Optimization via Figures and Digital Parameters -- Psychic Repercussions of Digital Measurement and Comparison.
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King, Vera, Gerisch, Benigna, Rosa, Hartmut, Franz, Ramona, Lindner, Diana, Salfeld, Benedikt, Schlichting, Micha, Schreiber, Julia, and Stenger, Maike
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SELF-organizing systems ,PSYCHOSOCIAL factors ,HERMENEUTICS ,PHILOSOPHICAL anthropology ,POSITIVISM - Abstract
»Selbstoptimierung über Zahlen und digitale Parameter -- Psychische Auswirkungen des digitalen Messens und Vergleichens «. The enormous increase of quantification techniques in the digital age and their expansion into all areas of life generate new mechanisms and imperatives of self-optimization through numbers and digital parameters in relation to body, work, and relationships. The paper discusses features and aporias of increasingly parametric self-optimization as well as the paradoxes of the hermeneutics of numbers that come into play in the process. With reference to case studies from the research project "The Measured Life," psychosocial and psychological meanings of digital measuring, counting, and comparing as well as the fascination for these operations are differentiated. Of central importance are the dynamics of externalizing affect or norm regulations in the context of contemporary measurement-based self-optimization. central concept of optimization of the self in relation to self-perfection and the significance of measurement in the service of parametric self-optimization in digital societies. There is also discussion of the hermeneutics of the figures relevant for self-optimization via measurement. Part 3 is devoted to a description of the study, together with exemplary findings based on brief case studies. Part 4 summarizes and concludes. [ABSTRACT FROM AUTHOR]
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- 2024
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12. #ActuallyAutistic: Competing Cultures of Expertise and Knowledge in Relation to Autism and ADHD Self-Diagnosis on TikTok.
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Lupton, Deborah and Southerton, Clare
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ATTENTION-deficit hyperactivity disorder ,AUTISM ,SELF-organizing systems ,DIGITAL sociology - Abstract
» #ActuallyAutistic: Konkurrierende Kulturen der Expertise und des Wissens in Bezug auf die Selbstdiagnose von Autismus und ADHS auf TikTok«. In recent times, the micro-video sharing platform TikTok has become extremely popular globally, especially among young people. Psychological and medical topics are among the diverse array of issues addressed on TikTok, sometimes sparking controversies over how "accurate" or helpful the information is. One such issue concerns TikTok content relating to self-diagnosis of neurodivergent conditions such as autism and ADHD. A dominant portrayal of this phenomenon focuses on the possibilities for self-optimisation such diagnoses can offer. In this article, we discuss these issues from a sociomaterial perspective, recognising the gatherings of humans, digital platforms, content, and the affective and relational connections that comprise TikTok assemblages. Digital sociology is brought together with health sociology and the sociology of diagnosis to explore how TikToks about self-diagnosis of ADHD and autism contribute to broader discourses and practices related to self-optimisation. In particular, the socioeconomic and cultural dimensions of health and identity issues on TikTok are highlighted. We delve into the contestations over power and authority as they receive expression both in Tik- Toks and off the platform in medical/"psy" apparatuses of expertise. In so doing, both the possibilities and the limitations for digitised and algorithmic self-optimisation related to self-diagnosis via digital media are identified. [ABSTRACT FROM AUTHOR]
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- 2024
- Full Text
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13. A Critique of Guided Self-Optimisation: Mental Health, Success, Happiness, and Virtue in Missionary Positive Psychology and Psychotherapy.
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Brandt, Senta and Straub, Jürgen
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SELF-organizing systems ,MENTAL health ,POSITIVE psychology ,PSYCHOTHERAPY ,HAPPINESS - Abstract
»Seelische Gesundheit und Erfolg, Glück und Tugend: Eine Kritik gelenkter Selbstoptimierung in der missionarischen Positiven Psychologie und Psychotherapie«. Positive Psychology (PP) and the closely related Positive Psychotherapy (PPT) are established in various countries. This article is dedicated to the central principles and axioms, concepts, findings, and ambitions of PP and PPT. This is done with critical intent. It is argued that focussing on the so-called "positive" has more than just theoretical and methodological deficits. PP and PPT are also deconstructed as an ideological and missionary worldview that propagates a "new human being." PP and PPT are currently among the strongest drivers of scientifically guided and animated self-optimisation in several institutions. [ABSTRACT FROM AUTHOR]
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- 2024
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14. From Self-Optimization to Minimalism and Back. The Promises and Practices of Fasting in France.
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Fournier, Tristan and Dalgalarrondo, Sébastien
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SELF-organizing systems ,FASTING ,DIET ,WEIGHT loss ,REFLEXIVITY - Abstract
»Von der Selbstoptimierung zum Minimalismus - und zurück. Die Versprechen und Praktiken des Fastens in Frankreich«. This article is based on a research project about fasting, an ancient practice that is gaining popularity in France due to its potential benefits for well-being, health, and weight loss. This quest for less seems therefore to meet the neoliberal logic of performance. As such, we consider it to be an original form of self-optimization that would consist in doing more with less. Our paper shows that fasting is not only about maximizing the use of the body but also a means of self-management that can promote greater food reflexivity and even lead to lifestyle changes. The material collected combines an analysis of claims made in favor of fasting on the internet, as well as on smartphone apps, and a qualitative study conducted on people who engage in the practice (intermittent or periodic fasting). Two main findings emerged from this research. Firstly, the trajectories that led the interviewees to fasting show that engagement into this "dietary minimalism" requires to distance oneself from dietary norms and, for some, implies a phenomenon of social distinction. Next, the analysis of both purported benefits and concrete practices reveals the importance of the processual dimension: fasting seems to trigger a deconstruction of the everyday through the experience of less. Finally, food and eating appears to be a particular focal point for self-optimization that then could spill over into other areas. As an initial trial, it can open up other methods of optimization and other forms of simplification: "fasting begets fasting." [ABSTRACT FROM AUTHOR]
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- 2024
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15. Self-Optimisation and the Technologically Mediated Self: Balancing Self-Care and Self-Control.
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Krzeminska, Agnieszka
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SELF-organizing systems ,HEALTH self-care ,ETHNOLOGY ,PHENOMENOLOGY ,SELF-control - Abstract
»Selbstoptimierung und das technologisch vermittelte Selbst: Über die Ausbalancierung von Selbstfürsorge und Selbstbeherrschung«. This paper presents an analysis of technologically mediated self-relations that materialise in the use of self-tracking (ST) devices and data to monitor and track one's bodily, emotional, habitual, or productivity-related aspects. Based on ethnographical research and postphenomenological framing, two analytical concepts are employed: self-care and self-control. While seemingly opposed, both simultaneously appear and co-exist in ST practices that transcend mere self-optimisation. The dialectic interplay between self-control and self-care provides uncertainty-reducing confirmation of prior hunches, emotionally relieving reminders and algorithmic recommendations, detailed data that might be helpful in the future for pattern recognition or treatments, and an orientation that offers safety with regard to current and future decisions. Self-tracking technologies can be seen as assisting selfand life-regulation that can ultimately support personal balance and harmony. The article contributes theoretically to ST literature by extending the concept of self-optimisation to include the balancing of needs and desires between self-responsibility and gratification, goal-tracking and self-affirmation, discipline and letting go. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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16. Self-Tracking as a Dietetic Practice.
- Author
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Zillien, Nicole
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SOCIAL theory ,DIETETICS ,THERAPEUTICS ,NUTRITION services ,DIET therapy ,SELF-organizing systems - Abstract
»Self-tracking als diätetische Praktik«. Modern social theories often treat digital self-tracking as a form of self-optimisation that is considered paradigmatic for a contemporary society oriented towards rationalisation, continuous achievement of goals, and quantitative growth. This paper aims to complement this perspective by analysing specific digital self-tracking practices as a dietetic form of self-optimisation. Dietetics is a millennia-old therapeutic concept that can be characterized by at least three features: (1) a logic of balance, (2) striving for wholeness, and (3) the centeredness of the individual. Against this background, I analyse practices of sleep and diet tracking as dietetic variants of self-optimisation. Corresponding self-tracking practices aim, for example, at achieving balanced insulin levels or continuous deep sleep. These practices thus are considered optimised when they continuously reproduce an individually targeted functioning routine. In these cases, digital self-tracking as a form of self-optimisation is aimed less at a logic of rationalisation and more at an individual, comprehensive ensemble for maintaining the right balance. [ABSTRACT FROM AUTHOR]
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- 2024
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17. CrossFit and Self-Optimization in CrossFit's Popular Literature.
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Cabanas, Edgar
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SELF-organizing systems ,CRITICAL discourse analysis ,NEOLIBERALISM ,HUMANITIES ,SOCIAL sciences - Abstract
»CrossFit und Selbstoptimierung in der Populärliteratur zu Cross- Fit«. CrossFit is one of the fastest growing fitness phenomena of the last decade. Considered the largest fitness business today, CrossFit's widespread popularity has attracted increasing interest from a variety of disciplines. Despite this burgeoning scholarly attention, few analyses have focused on examining CrossFit's discourse of self-optimization and the role it plays in shaping the ideal image of the CrossFitter. The present paper addresses this question by examining the popular literature on CrossFit using a Critical Discourse Approach (CDA). Findings reveal CrossFit's understanding of self-optimization as a polyhedral and demanding process that goes beyond physical discipline to encompass all facets of the self. Five main themes of self-optimization are identified in the popular CrossFit literature: 1) failure and weakness, 2) pain and constant preparedness, 3) integral selfwork and passionate commitment, 4) constant self-improvement, and 5) community support. Drawing on previous research on the topic, the paper also reflects on the relationship between CrossFit and neoliberalism, suggesting CrossFit as a fertile ground for the humanities and social sciences to further explore the intersections between the fields of health, sport, self-optimization, and identity. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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18. Dynamics of Self-Optimisation: An Introduction.
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Röcke, Anja, Nehring, Daniel, and Salmenniemi, Suvi
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SELF-organizing systems ,PLASTIC surgery ,DIETARY supplements ,EQUALITY ,DIGITAL technology - Abstract
»Dynamiken der Selbstoptimierung: Eine Einführung«. This introduction explores the increasing pervasiveness of discourses and practices of selfoptimisation in present-day societies. These are evident in activities such as self-tracking, fitness training, cosmetic surgery, neuroenhancement, or the consumption of nutritional supplements. The growing appeal and diffusion of these various practices testifies to the overall cultural attraction of self-optimisation, which is a multifaceted phenomenon. Against the dominant interpretation of self-optimisation as mainly driven by the logic of maximisation and growth, we argue that it can also be about minimalism or balance. At the same time, self-optimisation is strongly connected to dynamics of power and social inequality, potentially reinforcing existing social inequalities and creating new forms of domination and control. The paper starts by charting the existing research and theoretical approaches to self-optimisation, presents the contributions to the special issue, addresses a set of key domains of self-optimisation (therapeutic culture, health and well-being, digital technologies, work, and economy), and finally draws conclusions and suggests some avenues for future research. [ABSTRACT FROM AUTHOR]
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- 2024
- Full Text
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19. Revealing the Mechanism Underlying 3D‐AFM Imaging of Suspended Structures by Experiments and Simulations.
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Alam, Mohammad Shahidul, Penedo, Marcos, Sumikama, Takashi, Miyazawa, Keisuke, Hirahara, Kaori, and Fukuma, Takeshi
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- *
CARBON nanotubes , *FLEXIBLE structures , *SELF-organizing systems , *LIFE sciences , *SCANNING electron microscopy , *ATOMIC force microscopes , *NANODOTS , *ATOMIC force microscopy - Abstract
The invention of 3D atomic force microscopy (3D‐AFM) has enabled visualizing subnanoscale 3D hydration structures. Meanwhile, its applications to imaging flexible molecular chains have started to be experimentally explored. However, the validity and principle of such imaging have yet to be clarified by comparing experiments and simulations or cross‐observations with an alternative technique. Such studies are impeded by the lack of an appropriate model. Here, this difficulty is overcome by fabricating 3D carbon nanotube (CNT) structures flexible enough for 3D‐AFM, large enough for scanning electron microscopy (SEM), and simple enough for simulations. SEM and 3D‐AFM observations of the same model provide unambiguous evidence to support the possibility of imaging overlapped nanostructures, such as suspended CNT and underlying platinum (Pt) nanodots. Langevin dynamics simulations of such 3D‐AFM imaging clarify the imaging mechanism, where the flexible CNT is laterally displaced to allow the AFM probe access to the underlying structures. These results consistently show that 3D‐AFM images are affected by the friction between the CNT and AFM nanoprobe, yet it can be significantly suppressed by oscillating the cantilever. This study reinforces the theoretical basis of 3D‐AFM for imaging various 3D self‐organizing systems in diverse fields, from life sciences to interface sciences. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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20. Information content and optimization of self-organized developmental systems.
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Brückner, David B. and Tkačik, Gašper
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SELF-organizing systems , *STOCHASTIC systems , *SPATIAL ability , *EIGENFUNCTIONS , *EMBRYOLOGY - Abstract
A key feature of many developmental systems is their ability to self-organize spatial patterns of functionally distinct cell fates. To ensure proper biological function, such patterns must be established reproducibly, by controlling and even harnessing intrinsic and extrinsic fluctuations. While the relevant molecular processes are increasingly well understood, we lack a principled framework to quantify the performance of such stochastic self-organizing systems. To that end, we introduce an information-theoretic measure for self-organized fate specification during embryonic development. We show that the proposed measure assesses the total information content of fate patterns and decomposes it into interpretable contributions corresponding to the positional and correlational information. By optimizing the proposed measure, our framework provides a normative theory for developmental circuits, which we demonstrate on lateral inhibition, cell type proportioning, and reaction-diffusion models of selforganization. This paves a way toward a classification of developmental systems based on a common information-theoretic language, thereby organizing the zoo of implicated chemical and mechanical signaling processes. [ABSTRACT FROM AUTHOR]
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- 2024
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21. Embodied Psi: The Next Turn in Parapsychology.
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von Lucadou, Walter
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PARAPSYCHOLOGY , *EXTRASENSORY perception , *SELF-organizing systems , *PSYCHOLOGICAL factors , *CAMCORDERS - Abstract
The article "Embodied Psi: The Next Turn in Parapsychology" explores the challenges of providing scientific evidence for paranormal phenomena in parapsychology. It argues that traditional scientific criteria are not suitable for studying these phenomena, as they do not consider the entanglement and embodiment of psychophysical systems. The article introduces the Model of Pragmatic Information (MPI) as a framework that acknowledges the limitations and uncertainties in studying paranormal phenomena. It also discusses the concept of embodied psi and its implications for parapsychology research, suggesting that traditional experimental settings may not be appropriate and proposing a new approach that focuses on studying psi in real-world situations. The article also considers the role of the experimenter in the elusive nature of psi phenomena, rather than attributing it to supernatural entities. [Extracted from the article]
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- 2024
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22. Designing for systems-of-systems resilience: from the individual to the planet.
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Pannunzio, Valeria, Kipouros, Timoleon, Khan, Amber, Friday, Laurie, Brayne, Carol, and Clarkson, P. John
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SYSTEM of systems ,SELF-organizing systems ,SYSTEMS design ,INDEXES - Abstract
This contribution builds on the Design Framework for System-of-Systems Resilience to investigate the potential of a new systems resilience measuring approach inspired by the Frailty Index. To explore this research direction, we provide a brief overview of the evolution of the notion of resilience, offer a characterisation of systems resilience as an opposite of systems frailty, and perform a rapid review to identify and inspect existing multi-domain indices of community resilience. Finally, we suggest piloting the proposed system-of-systems resilience index in the Fens in the United Kingdom. [ABSTRACT FROM AUTHOR]
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- 2024
- Full Text
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23. Exploring indicators of system-of-systems resilience: outcomes of a health systems design workshop at an international conference.
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Pannunzio, Valeria, Komashie, Alexander, Walsh, Sebastian, Milne, Richard, Kipouros, Timoleon, Lamé, Guillaume, Maier, Anja, Brayne, Carol, and Clarkson, P. John
- Subjects
SYSTEM of systems ,SYSTEMS design ,DESIGN research ,SELF-organizing systems ,MEDICAL care - Abstract
This contribution departs from an existing model, the Design Framework for Systems-of-Systems Resilience, to explore systems resilience issues across the health, environmental, and economic domains. The reported research activities include 1) a rapid review to collect a set of systems indicators and 2) a design workshop employing causal loop diagramming to map expected causal influences between indicators. Through this exercise, we examine key themes in this research domain and outline directions for further enquiry, while involving members of the design research community in an open dialogue. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
24. Introduction to ACSOS 2022 Special Issue.
- Author
-
Di Nitto, Elisabetta, Gerostathopoulos, Ilias, and Bellman, Kirstie
- Subjects
ARTIFICIAL neural networks ,MACHINE learning ,SELF-organizing systems ,REINFORCEMENT learning ,ARTIFICIAL intelligence ,CYBER physical systems ,INTRUSION detection systems (Computer security) - Published
- 2024
- Full Text
- View/download PDF
25. An Infant's Aha! Moment.
- Author
-
SLOAN, ALIZA and KELSO, SCOTT
- Subjects
- *
INFANTS , *FOOT movements , *BABY cribs , *SELF-organizing systems , *ACTION theory (Psychology) - Abstract
This article discusses a recent study that aimed to understand how infants develop the ability to influence the world around them. The researchers used a simple method involving a mobile tied to the infant's foot to observe the moment when babies realize they can control the mobile's motion. The study found that infants exhibited bursts of activity and changes in movement patterns when they discovered their ability to influence the mobile. The findings suggest that the experience of agency emerges when an organism, such as a baby, senses its connection to the environment. [Extracted from the article]
- Published
- 2024
26. Symmetric Collaborative Fault-Tolerant Control of Multi-Intelligence under Long-Range Transmission in Air–Ground Integrated Wireless High-Mobility Self-Organizing Networks.
- Author
-
Wang, Zhifang, Shao, Mingzhe, Xu, Wenke, Huang, Xuewei, Bai, Yang, Huang, Quanzhen, and Yu, Jianguo
- Subjects
- *
FAULT-tolerant control systems , *ADAPTIVE control systems , *ARTIFICIAL neural networks , *SELF-organizing systems , *MULTIPLE intelligences , *TELECOMMUNICATION - Abstract
With the continuous development and progress of wireless self-organizing network communication technology, how to carry out long-distance cooperative control of multiple intelligences under the framework of an air–ground integrated wireless high-mobility self-organizing network has become a hot and difficult topic that needs to be solved urgently. This paper takes the air–ground integrated wireless high-mobility self-organizing network system as the basic framework and focuses on solving the long-distance cooperative fault-tolerant control of multi-intelligent bodies and the topological stability of a wireless mobile self-organizing network. To solve the above problems, a direct neural network with a robust adaptive fault-tolerant controller is designed in this paper. By constructing a symmetric population neural network model and combining it with the Lyapunov stabilization criterion, the system feedback matrix K has the ability of autonomous adaptive learning, and symmetrically distorts, rotates, or scales the training data to instantly adjust the system's fault-tolerant corrections and adaptive adjusting factors to resist the unknown disturbances and faults, to achieve the goals of multi-intelligent body stable control and the stable operation of a wireless high-mobility self-organizing network topology. Simulation results show that with the feedback adjustment of the multi-system under the designed controller, the multi-system as a whole has good fault-tolerant performance and autonomous learning approximation performance, and the tracking error asymptotically converges to zero. The experimental results show that the multi-flight subsystems fly stably, the air–ground integrated wireless high-mobility self-organizing network topology has good stability performance, and the maximum relative improvement of the topology stability performance is 50%. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
27. Design of Self-Organizing Systems Using Multi-Agent Reinforcement Learning and the Compromise Decision Support Problem Construct.
- Author
-
Mingfei Jiang, Zhenjun Ming, Chuanhao Li, Allen, Janet K., and Mistree, Farrokh
- Subjects
- *
SELF-organizing systems , *SYSTEMS design , *STATISTICAL decision making , *MULTIAGENT systems , *REINFORCEMENT learning , *CONCEPT mapping , *MARL - Abstract
In this paper, we address the following question: How can multi-robot self-organizing systems be designed so that they show the desired behavior and are able to perform tasks specified by the designers? Multi-robot self-organizing systems, e.g., swarm robots, have great potential for adapting when performing complex tasks in a changing environment. However, such systems are difficult to design due to the stochasticity of system performance and the non-linearity between the local actions/interaction and the desired global behavior. In order to address this, in this paper, we propose a framework for designing self-organizing systems using Multi-Agent Reinforcement Learning (MARL) and the compromise Decision-Support Problem (cDSP) construct. The proposed framework consists of two stages, namely, preliminary design followed by design improvement. In the preliminary design stage, MARL is used to help designers train the robots so that they show stable group behavior for performing the task. In the design improvement stage, the cDSP construct is used to explore the design space and identify satisfactory solutions considering several performance indicators. Surrogate models are used to map the relationship between local parameters and global performance indicators utilizing the data generated in the preliminary design. These surrogate models represent the goals of the cDSP. Our focus in this paper is to describe the framework. A multi-robot box-pushing problem is used as an example to test the framework's efficacy. This framework is general and can be extended to design other multi-robot self-organizing systems. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
28. Towards self‐organizing logistics in transportation: a literature review and typology.
- Author
-
Gerrits, Berry, van Heeswijk, Wouter, and Mes, Martijn
- Subjects
LITERATURE reviews ,SELF-organizing systems ,PROBLEM solving ,LOGISTICS ,COLLOIDS - Abstract
Deploying self‐organizing systems is a way to cope with the logistics sector's complex, dynamic, and stochastic nature. In such systems, automated decision‐making and decentralized or distributed control structures are combined. Such control structures reduce the complexity of decision‐making, require less computational effort, and are therefore faster, reducing the risk that changes during decision‐making render the solution invalid. These benefits of self‐organizing systems are of interest to many practitioners involved in solving real‐world problems in the logistics sector. This study, therefore, identifies and classifies research related to self‐organizing logistics (SOL) with a focus on transportation. SOL is an interdisciplinary study across many domains and relates to other concepts, such as agent‐based systems, autonomous control, and decentral systems. Yet, few papers directly identify this as self‐organization. Hence, we add to the existing literature by conducting a systematic literature review that provides insight into the field of SOL. The main contribution of this paper is two‐fold: (i) based on the findings from the literature review, we identify and synthesize 15 characteristics of SOL in a typology, and (ii) we present a two‐dimensional SOL framework alongside the axes of autonomy and cooperativity to position and contrast the broad range of literature, thereby creating order in the field of SOL and revealing promising research directions. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
29. Designing and modeling of self-organizing manufacturing system in a digital twin shop floor.
- Author
-
Song, Jiaye, Zhang, Zequn, Tang, Dunbing, Zhu, Haihua, Wang, Liping, and Nie, Qingwei
- Subjects
- *
DIGITAL twins , *SELF-organizing systems , *DIGITAL control systems , *MANUFACTURING processes , *ADAPTIVE control systems - Abstract
The increasing personalized product demands bring reformation to the manufacturing paradigm. Traditional manufacturing systems seldom analyze and give feedback on the data collected during production. The bottleneck between the physical and digital worlds of manufacturing systems is the lack of interoperability. In this paper, a digital twin-based self-organizing manufacturing system (DT-SOMS) is presented under the individualization paradigm. On the basis of the interconnection between smart workpieces and smart resources via decentralized digital twin models, a decentralized self-organizing network is established to achieve intelligent collaboration between tasks and resources. The mechanism of job-machine optimal assignment and adaptive optimization control is constructed to improve the capabilities of reconfiguration and responsiveness of the DT-SOMS. An implement case is designed to illustrate that the proposed DT-SOMS can realize synchronized online intelligence in the configuration of resources and response to disturbances. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
30. Chemical Organization Theory as a General Modeling Framework for Self-Sustaining Systems.
- Author
-
Heylighen, Francis, Beigi, Shima, and Veloz, Tomas
- Subjects
ORGANIZATIONAL sociology ,ORGANIZATIONAL resilience ,SELF-organizing systems ,MODEL theory ,SYSTEMS biology ,ORIGIN of life - Abstract
This paper summarizes and reviews Chemical Organization Theory (COT), a formalism for the analysis of complex, self-organizing systems across multiple disciplines. Its elements are resources and reactions. A reaction maps a set of resources onto another set, thus representing an elementary process that transforms resources into new resources. Reaction networks self-organize into invariant subnetworks, called 'organizations', which are attractors of their dynamics. These are characterized by closure (no new resources are added) and self-maintenance (no existing resources are lost). Thus, they provide a simple model of autopoiesis: the organization persistently recreates its own components. The resilience of organizations in the face of perturbations depends on properties such as the size of their basin of attraction and the redundancy of their reaction pathways. Application domains of COT include the origin of life, systems biology, cognition, ecology, Gaia theory, sustainability, consciousness, and social systems. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
31. DISCOURSE TO SELF.
- Author
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Brown, Rosalind
- Subjects
- *
SELF , *HOUSING , *MARINE biology , *RAINFALL , *COFFEE drinks , *SELF-organizing systems - Abstract
The article offers reflections on balancing personal achievements with moments of introspective joy and self-awareness. Topics include the importance of maintaining private moments of celebration, the beauty of simplicity in daily routines, and the power of presence in one's relationships and work life.
- Published
- 2024
32. A modified Kohonen self–organizing clustering system for early detection of skin cancer.
- Author
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Sajid, Peer Mohamed, Babu, Venkatesh, Rahman, Chinna Abdul, Aarthi, E., and Christ, M. C. Jobin
- Subjects
- *
SELF-organizing systems , *EARLY detection of cancer , *CURVELET transforms , *SKIN cancer , *SKIN diseases - Abstract
Skin disease is growth unwanted cells. It will result in progression to damage other region of the skins and whole body. The majority of the skin disorder is curable at a beginning stage. An advanced proposed method is used to detect the skin cancer at the earliest stage. Several skin cancer data set including malignant and benign images are given to image filter and un wanted noise are removed further these noiseless images are applied to post processing and segmentation. In this proposed method curvelet transform method applied for features extraction. The important features are like mean, median, standard deviation, energy applied to newly modified Kohonen algorithm. This modified Kohonen algorithm achieves 98.2% accuracy. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
33. Developmental robotics : from babies to robots.
- Author
-
Cangelosi, Angelo and Schlesinger, Matthew
- Subjects
Autonomous robots ,Machine learning ,Robotics ,Self-organizing systems - Abstract
Summary: A comprehensive overview of an interdisciplinary approach to robotics that takes direct inspiration from the developmental and learning phenomena observed in children's cognitive development. Developmental robotics is a collaborative and interdisciplinary approach to robotics that is directly inspired by the developmental principles and mechanisms observed in children's cognitive development. It builds on the idea that the robot, using a set of intrinsic developmental principles regulating the real-time interaction of its body, brain, and environment, can autonomously acquire an increasingly complex set of sensorimotor and mental capabilities. This volume, drawing on insights from psychology, computer science, linguistics, neuroscience, and robotics, offers the first comprehensive overview of a rapidly growing field. After providing some essential background information on robotics and developmental psychology, the book looks in detail at how developmental robotics models and experiments have attempted to realize a range of behavioral and cognitive capabilities. The examples in these chapters were chosen because of their direct correspondence with specific issues in child psychology research; each chapter begins with a concise and accessible overview of relevant empirical and theoretical findings in developmental psychology. The chapters cover intrinsic motivation and curiosity; motor development, examining both manipulation and locomotion; perceptual development, including face recognition and perception of space; social learning, emphasizing such phenomena as joint attention and cooperation; language, from phonetic babbling to syntactic processing; and abstract knowledge, including models of number learning and reasoning strategies. Boxed text offers technical and methodological details for both psychology and robotics experiments.
- Published
- 2015
34. Order from Chaos: How Networked Activists Self-Organize by Creating a Participation Architecture.
- Author
-
Massa, Felipe G. and O'Mahony, Siobhan
- Subjects
SELF-organizing systems ,INFORMATION networks ,INFORMATION sharing ,AGILE software development ,ACTIVISTS ,COMPUTER network architectures - Abstract
Collectives attempting to self-organize without relying on managerial control can leverage open, digital networks to foster information exchange and agility. But, as collectives grow, the open boundaries that enable the mobilization of participants and rapid exchange of ideas can give rise to new organizing challenges that make collective action untenable. We examine this tension by exploring how networked activists self-organize through open, digital networks to achieve shared aims without belonging to a common organization that supports their cause. With a seven-year, inductive field and archival study, we capture how activists from the Anonymous collective organized 70 protest actions while struggling to integrate newcomers and coordinate increasingly complex activities. Rather than succumb to chaos or managerial control, Anonymous learned to self-organize, gradually abandoning normative forms of control in favor of forms of architectural control. By creating a participation architecture—a sociotechnical framework that empowered technical experts and unobtrusively channeled newcomers to designated forums—networked activists enhanced their collective ability to coordinate complex, interdependent actions at scale. Our grounded theoretical model reveals how the challenges of self-organizing emerge with rapid growth and how these can be overcome by configuring architectural control. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
35. Self-organized BMP signaling dynamics underlie the development and evolution of digit segmentation patterns in birds and mammals.
- Author
-
Grall, Emmanuelle, Feregrino, Christian, Fischer, Sabrina, De Courten, Aline, Sacher, Fabio, Hiscock, Tom W., and Tschopp, Patrick
- Subjects
- *
JOINTS (Anatomy) , *GENE expression profiling , *SELF-organizing systems , *GENE expression , *RNA sequencing - Abstract
Repeating patterns of synovial joints are a highly conserved feature of articulated digits, with variations in joint number and location resulting in diverse digit morphologies and limb functions across the tetrapod clade. During the development of the amniote limb, joints form iteratively within the growing digit ray, as a population of distal progenitors alternately specifies joint and phalanx cell fates to segment the digit into distinct elements. While numerous molecular pathways have been implicated in this fate choice, it remains unclear how they give rise to a repeating pattern. Here, using single-cell RNA sequencing and spatial gene expression profiling, we investigate the transcriptional dynamics of interphalangeal joint specification in vivo. Combined with mathematical modeling, we predict that interactions within the BMP signaling pathway—between the ligand GDF5, the inhibitor NOGGIN, and the intracellular effector pSMAD—result in a self-organizing Turing system that forms periodic joint patterns. Our model is able to recapitulate the spatiotemporal gene expression dynamics observed in vivo, as well as phenocopy digit malformations caused by BMP pathway perturbations. By contrasting in silico simulations with in vivo morphometrics of two morphologically distinct digits, we show how changes in signaling parameters and growth dynamics can result in variations in the size and number of phalanges. Together, our results reveal a self-organizing mechanism that underpins amniote digit segmentation and its evolvability and, more broadly, illustrate how Turing systems based on a single molecular pathway may generate complex repetitive patterns in a wide variety of organisms. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
36. Cognitive CAMSA: an ecological proposal to integrate cognitive performance into motor competence assessment.
- Author
-
Montalt-García, Sergio, Estevan, Isaac, Romero-Martínez, Jorge, Ortega-Benavent, Nuria, Villarrasa-Sapiña, Israel, Menescardi, Cristina, and García-Massó, Xavier
- Subjects
COGNITIVE ability ,DUAL-task paradigm ,SELF-organizing systems ,SELF-organizing maps ,MEMORY span - Abstract
Purpose: To profile the participants using a system of self-organizing maps (SOM) based on their motor and cognitive performance during a dual-task version of the Canadian Agility and Movement Skill Assessment (Cognitive CAMSA). Methods: A total of 169 secondary school students (39.3% girls) volunteered to participate. The original CAMSA, cognitive CAMSA, the Corsi and Digit Span tests were used to assess (a) motor competence, (b) motor competence with cognitive load, and (c) cognitive performance, respectively. SOMs and the k-means clustering algorithm were used to establish the adolescents’ dual-task performance profiles. Results: Including decision making based on verbal and visual cues in the original CAMSA significantly increased the participants’ total scores but also the time required to complete the test, while the skill score remained unchanged. However, not all the participants showed changes in their performance in the same direction during the cognitive CAMSA. Person-centered analyses by SOMs and k-means clustering identified six performance profiles with variations in the cognitive, motor skill, and time scores (H
5 = 146.15, H5 = 102.68, and H5 = 108.07, respectively; all p < 0.01). Conclusion: The cognitive CAMSA was shown to be a feasible field-motor test for assessing motor competence with a cognitive load in an ecological setting. Some of the profiles identified in the SOM approach represented adolescents with similar motor and cognitive performance in dual-task or single-task contexts, although other participants obtained high motor competence in single and dual-tasking while their cognitive performance declined or rose more in dual-task than in single task situations. The cognitive CAMSA emerges as a tool of great potential, applicable in educational and sports environments, to know subjects’ characteristics and try to individualize the interventions accordingly with their dual-task profile. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
37. An interactive simulation of control and coordination strategies for swarms of autonomous construction robots.
- Author
-
Boyle, Jordan H.
- Subjects
CONSTRUCTION materials ,HUMAN-robot interaction ,THREE-dimensional printing ,SCIENCE fiction ,SELF-organizing systems - Abstract
There is an established idea – found in science fiction, architectural studios, and scientific papers alike – of stainable buildings crafted from bio-based materials, colonized by plant and animal life, and blending seamlessly into the natural surroundings. Such buildings might one day be built, maintained and remodelled by swarms of autonomous robots, allowing them to evolve in response to the changing needs of their inhabitants. Inspired by that vision, this paper contributes to the field of swarm intelligence with a focus on robotic construction and human-swarm interaction. Along with a short literature review on robotic building, swarm intelligence and biocompatible building materials, the paper presents an open-source simulation of abstracted termite-like swarm construction. The focus is mainly on human-swarm interaction, specifically how to influence the emergent behaviour of an autonomous swarm in order to elicit a desired outcome while retaining the robustness and adaptability of a self-organized system. The simulator is used to demonstrate a set of four autonomous swarm behaviours that are representative of construction tasks. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
38. SYNOPSES OF THE ARTICLES PUBLISHED IN THE ENGLISH NUMBER,2024.
- Subjects
IMAGINATION ,SENSE of direction ,SELF-organizing systems ,MATERNAL love ,COTTON manufacture ,STATE constitutions - Abstract
An introduction is presented which discusses articles on several topics including Samuel Taylor Coleridge's response to the Catholic Emancipation Bill, Harriet Stowe's narrative of slavery's temporality in "Uncle Tom's Cabin," and Henry James's exploration of self in "The Portrait of a Lady."
- Published
- 2024
39. Yuri Georgievich Puzachenko (1940–2018): Biographic and Semantic Analysis.
- Author
-
Puzachenko, A. Yu. and Sandlerskiy, R. B.
- Subjects
- *
SELF-organizing systems , *COMPLEX organizations , *GEOGRAPHERS , *ECOLOGISTS , *LANDSCAPES - Abstract
This issue of the journal is dedicated to Yuri Georgievich Puzachenko, an outstanding ecologist and geographer. We tried to trace the stages of Puzachenko scientific path and highlight the key areas of his scientific interest: the organization and functioning of complex self-organizing nonequilibrium systems (biogeocenosis and landscapes) and different aspects of biodiversity and relationships between species and their environment. The research presented in the articles of this issue is devoted to these three directions. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
40. Protein‐Based Patterning to Spatially Functionalize Biomimetic Membranes.
- Author
-
Reverte‐López, María, Gavrilovic, Svetozar, Merino‐Salomón, Adrián, Eto, Hiromune, Yagüe Relimpio, Ana, Rivas, Germán, and Schwille, Petra
- Subjects
- *
PALMITOYLATION , *BACTERIAL proteins , *SELF-organizing systems , *PROTEIN structure , *BIOLOGICAL transport , *PROTEIN engineering , *BILAYER lipid membranes - Abstract
The bottom‐up reconstitution of proteins for their modular engineering into synthetic cellular systems can reveal hidden protein functions in vitro. This is particularly evident for the bacterial Min proteins, a paradigm for self‐organizing reaction‐diffusion systems that displays an unexpected functionality of potential interest for bioengineering: the directional active transport of any diffusible cargo molecule on membranes. Here, the MinDE protein system is reported as a versatile surface patterning tool for the rational design of synthetically assembled 3D systems. Employing two‐photon lithography, microswimmer‐like structures coated with tailored lipid bilayers are fabricated and demonstrate that Min proteins can uniformly pattern bioactive molecules on their surface. Moreover, it is shown that the MinDE system can form stationary patterns inside lipid vesicles, which allow the targeting and distinctive clustering of higher‐order protein structures on their inner leaflet. Given their facile use and robust function, Min proteins thus constitute a valuable molecular toolkit for spatially patterned functionalization of artificial biosystems like cell mimics and microcarriers. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
41. Machine-learning abstractions for component-based self-optimizing systems.
- Author
-
Töpfer, Michal, Abdullah, Milad, Bureš, Tomáš, Hnětynka, Petr, and Kruliš, Martin
- Subjects
- *
SELF-organizing systems , *MACHINE learning , *INDUSTRY 4.0 , *HEURISTIC - Abstract
This paper features an approach that combines machine-learning abstractions with a component model. We target modern self-optimizing systems and therefore integrate the machine-learning abstractions into our ensemble-based component model DEECo. We further endow the DEECo component model with abstractions for specifying self-optimization heuristics, which address coordination among multiple components. We demonstrate these abstractions in the context of an Industry 4.0 use case. We argue that incorporating machine learning and optimization heuristics is the key feature for modern smart systems, which learn over time and optimize their behavior at runtime to deal with uncertainty in their environment. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
42. On Aerial Perspective, Socio-Technical Systems, and Interdisciplinarity: Reading Modernism Alongside Cybernetics.
- Author
-
Love, Heather A.
- Subjects
- *
SOCIOTECHNICAL systems , *CYBERNETICS , *SELF-organizing systems , *AUTONOMIC computing , *CULTURAL history , *COMPUTER systems - Abstract
I recently had the pleasure of speaking about my work on the literary and cultural history of cybernetics during a workshop on “Sustainable and Scalable Self-Organization” (SaSSO) at the 4th IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS 2023), in Toronto, Ontario. Although the venue might seem an odd fit for an English professor who studies experimental early 20th-century (i.e., “modernist”) authors like Virginia Woolf, Ezra Pound, and Gertrude Stein, this workshop, in fact, represented an ideal opportunity. My research focuses on literature’s relationship to emerging technological developments; more specifically, I explore how modernist writers were developing strategies, in their literary texts, to help readers acknowledge and learn how to navigate their increasingly information-saturated world. As I frame it, these modernists aim to cultivate in readers the capacity to “ think cybernetically ”—that is, to develop strategies for responding in creative and generative ways to the 20th century’s complex sociocultural (and socio-technical) environment. These ideas and questions happened to align beautifully with the SaSSO workshop theme, given its emphasis on issues related to sustainability and scalability and its systems-level perspective on understanding the complex networks that shape humans’ relationships with one another, the world, and technological tools. I hope that they will also appeal to and resonate with readers of IEEE Technology and Society Magazine [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
43. Using Swarm Intelligence in Urban Design
- Author
-
Marcelo Fraile-Narvaez
- Subjects
emerging urbanism ,swarm urbanism ,swarm intelligence ,multi-agent systems ,self-organizing systems ,particle swarm optimization ,swarm optimization ,Architecture ,NA1-9428 - Abstract
As a result of the evolution of digital technologies and information networks, swarm intelligence has come to be implemented in a range of research perspectives. Building on the assumptions that characterize the approach, this paper aims to unpack the importance of swarm-based urban design, which is opening up a new frontier as part of an emerging approach and which lends itself to deployment in myriad situations. This article focuses on a case study of the Kokkugia studio's Melbourne Docklands project. Although this scheme has not been built, it has paved the way for new explorations and ways of understanding urban design.
- Published
- 2023
- Full Text
- View/download PDF
44. Bio-inspired artificial intelligence : theories, methods, and technologies.
- Author
-
Floreano, Dario and Mattiussi, Claudio
- Subjects
Artificial intelligence ,Autonomous robots ,Biomimetics ,Natural computation ,Self-organizing systems - Abstract
Summary: "New approaches to artificial intelligence spring from the idea that intelligence emerges as much from cells, bodies, and societies as it does from evolution, development, and learning. Traditionally, artificial intelligence has been concerned with reproducing the abilities of human brains; newer approaches take inspiration from a wider range of biological structures that are capable of autonomous self-organization. Examples of these new approaches include evolutionary computation and evolutionary electronics, artificial neural networks, immune systems, biorobotics, and swarm intelligence - to mention only a few. This book offers a comprehensive introduction to the emerging field of biologically inspired artificial intelligence that can be used as an upper-level text or as a reference for researchers.". "Each chapter presents computational approaches inspired by a different biological system; each begins with background information about the biological system and then proceeds to develop computational models that make use of biological concepts. The chapters cover evolutionary computation and electronics; cellular systems; neural systems, including neuromorphic engineering; developmental systems; immune systems; behavioral systems-including several approaches to robotics, such as behavior-based, biomimetic, epigenetic, and evolutionary robots; and collective systems, including swarm robotics as well as cooperative and competitive co-evolving systems. Chapters end with a concluding overview and suggested reading."--BOOK JACKET.
- Published
- 2008
45. Applications of complex adaptive systems.
- Author
-
Yang, Ang and Shan, Yin
- Subjects
Adaptive control systems ,Biocomplexity -- Simulation methods ,Economics -- Methodology ,Functionalism (Social sciences) ,Modularity (Engineering) ,Modularity (Psychology) ,Organizational sociology -- Simulation methods ,Self-organizing systems ,Social systems -- Simulation methods ,System analysis - Abstract
Summary: "This book provides an estimable global view of the most up-to-date research on the strategies, applications, practice, and implications of complex adaptive systems, to better understand the various critical systems that surround human life. Researchers will find this book an indispensable state-of-art reference"--Provided by publisher.
- Published
- 2008
46. The Agile Knowledge Projector: Enhancing the Adaptive Creation of Knowledge.
- Author
-
Villa, Tiziano
- Subjects
- *
KNOWLEDGE management , *SELF-organizing systems , *INDUSTRIAL management , *AGILE software development , *AWARENESS - Abstract
Agile is knowledge-sensitive. Knowledge feeds the entire adaptive life cycle from envision to transition. Main agile frameworks (i.e., SAFe®), toolkits (i.e., DA® -- Disciplined Agile) and standards (i.e., PMBOK® 7th Edition) underline in different ways and at different levels of detail the relevance of knowledge for generating business value. So, all right? Everything is fine? Are we on the same page? In principle yes, but there are three main knowledge lacks: implicit knowledge, knowledge framework, knowledge roles/responsibilities. Therefore, negative effects are determined at different ontological levels: project performance, team dynamics, personal development. Presently, the agile landscape shows a relevant awareness of the topic of knowledge. However, this awareness is fragmented, ambiguous in key concepts, poorly addressed, even misleading in some cases. Knowledge in the agile environment is too often a fuzzy topic. The self-dimension of an agile team (self-directing, self- organizing, self-learning, self-empowering) erroneously assumes that knowledge is well addressed, wasting time, money, resources, decreasing performance and results. This paper provides a practical framework and tips for avoiding these negative effects. The AKP® -- Agile Knowledge Projector might be a practical solution for better addressing knowledge in an agile project environment, improving value. AKP® is an organizational framework that fosters the creation of a dynamic mix of knowledge, combining in a continuous way explicit organizational artifacts, implicit team patterns and tacit individual expertise, for the entire duration of the agile project. AKP® consists of nine processes, focused on main agile dynamics of a complex and innovative project. AKP® is a powerful but not self-regulated framework: thus, it needs to be carefully designed and administered, according to specific knowledge roles and rules. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
47. Power dynamics and self-organizing urbanism. A comment.
- Author
-
Totry, Maisa
- Subjects
POWER (Social sciences) ,CITIES & towns ,URBAN planning ,SOCIAL control ,SELF-organizing systems ,ETHNICITY - Abstract
Conversely, studies investigating self-organization dynamics demonstrate the undeniable power of bottom-up emergence, even under state control ([10]). While the article primarily focuses on self-organizing dynamics in the context of insurgent practices in formal planning within colonizing or ethnic nation-based regimes, this approach may also be applied to the general research examining self-organization as a planning system. As such, research on self-organizing dynamics conducted in liberal regimes which define the relations between individual freedom and the state's responsibility ([8]), should also examine power structure and mechanisms concerning communal rights within society. [Extracted from the article]
- Published
- 2023
- Full Text
- View/download PDF
48. Self‐organizing systems in the construction industry.
- Author
-
Lohmann, Jessica, Kölzer, Thomas, Schaan, Gunnar, and Schmidt‐Döhl, Frank
- Subjects
SELF-organizing systems ,REINFORCEMENT learning ,CONSTRUCTION industry ,BUILDING sites ,CYBER physical systems ,CONSTRUCTION materials - Abstract
Self‐organization is found in numerous natural and artificial systems. For the construction industry, self‐organizing processes are not only applicable in managing or organizing tasks, they also provide insight into materials or can be implemented into operations on building sites. In this paper, the terms feedback, agents, emergence and self‐organization are described to provide an insight into the complex processes relevant to a lot of fields in the construction industry. For this, the principles of adaptive processes are transferred to artificial systems. Besides self‐organization in building materials, an outlook is given to describe construction sites as cyber‐physical systems. Inside such systems, agents learn to organize work tasks more efficiently, particularly with the help of reinforcement learning. In this regard, a transfer of natural self‐organization—which also exist in materials—to building processes is made. A combination of natural and artificial systems is presented to promote self‐organization for various fields of application in the construction industry, especially for building sites. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
49. For the organization is for oneself: impact of platform leadership on harmonious innovation passion of new-generation employees.
- Author
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Ding, Tianwei, Qi, Ziru, and Yang, Jiaoping
- Subjects
LEADERSHIP ,SELF-organizing systems ,CORPORATE culture ,ORGANIZATIONAL goals ,EMPLOYEE attitude surveys - Abstract
Purpose: In today's digitalized world, platform leadership is a novel leadership style that facilitates employee innovation. However, the impact mechanism of platform leadership on employee innovation passion has not been explored. Design/methodology/approach: In this study, based on the theory of a self-organizing objective system, 591 new-generation employees were surveyed to explore the impact of platform leadership on the harmonious innovation passion of new-generation employees. Findings: The results showed that platform leadership stimulates the harmonious innovation passion of employees by promoting the integration of organizational and employee objectives. This mechanism was found to be weakened by the internal integrated organizational culture and strengthened by the external adaptive organizational culture. Originality/value: This study explores the mechanism by which platform leadership style influences the harmonious innovation passion of new-generation employees and provides theoretical guidance and practical insight into ways to improve the innovation capability of new-generation employees. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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- View/download PDF
50. mCIT app for teaching and learning the estimation and automatic control of DC motors.
- Author
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Sánchez, Antonio Concha, Thenozhi, Suresh, Lara, Paulina Poblano, Jiménez‐Betancourt, Ramón O., and Gadi, Suresh K.
- Subjects
MOBILE learning ,AUTOMATIC control systems ,SELF-organizing systems ,DATA acquisition systems ,USER interfaces ,SERVOMECHANISMS - Abstract
Topics of automatic control, parameter identification, and state estimation of a direct current (DC) motor are widely included in undergraduate and graduate engineering programs. Traditionally, theoretical classes are accompanied by simulation or experimental laboratory sessions. The simulation techniques usually do not consider essential dynamic behaviors exhibited by physical systems, such as friction and saturation. Meanwhile, the DC servomechanism, computing device, and associated software used for the experiments are usually expensive. These situations may be avoided through mobile learning by using a low‐cost and portable platform controlled by a mobile device. This article proposes a free Android application called Control and Identification Toolbox for motors (mCIT) and a low‐cost portable platform designed to perform real‐time experiments on DC servomechanisms. The portable platform comprises a mobile device with the mCIT app, a DC servomechanism, and an Arduino‐based data acquisition system. The mobile device, which can be a smartphone, performs the computational and user interface tasks. The effectiveness of the mCIT app and platform are evaluated in online, hybrid, and face‐to‐face courses. The results indicate that the proposed mobile technique improves the teaching and learning experience of automatic control and system estimation topics. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
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