15 results on '"global measures"'
Search Results
2. Global Quality Measures for Fuzzy Association Rule Bases
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Rusnok, Pavel, Burda, Michal, Kacprzyk, Janusz, Series editor, Pal, Nikhil R., Advisory editor, Bello Perez, Rafael, Advisory editor, Corchado, Emilio S., Advisory editor, Hagras, Hani, Advisory editor, Kóczy, László T., Advisory editor, Kreinovich, Vladik, Advisory editor, Lin, Chin-Teng, Advisory editor, Lu, Jie, Advisory editor, Melin, Patricia, Advisory editor, Nedjah, Nadia, Advisory editor, Nguyen, Ngoc Thanh, Advisory editor, Wang, Jun, Advisory editor, Szmidt, Eulalia, editor, Zadrożny, Slawomir, editor, Atanassov, Krassimir T., editor, and Krawczak, Maciej, editor
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- 2018
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3. Technologies for government regulation of the fight against the pandemic Covid-19: global trends and Russian practices
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Urazgaliev Vladimir, Menshikova Galina, and Evstratchik Svetlana
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covid-19 ,government technology ,benchmarking ,global measures ,russian practice ,Social Sciences - Abstract
Research background The fight against the pandemic has become not only a field for implementing medical efforts to counter the disease, but also an arena for identifying government (as well as corporate) technologies for effective management. Sad circumstances make it more urgent to compare the potential of state systems in the face of force majeure. They re-highlight the role of public confidence to their government as a factor of readiness to switch to a regime of strict self-restraint. Again, an analysis of social and economic investment clearly shows the true priorities of governments. It is clear that it is too early to draw conclusions, the fight against the epidemic is far from complete, but a number of major comparative studies have been launched, and scientists publish studies describing the situation in their countries. Purpose of the article: to show the role of science as a factor that implements the trends of globalization; to identify the main global models of government measures, comparing them in terms of impact effectiveness: to give some parameters that characterize Russian model, outlining legislative and organizational innovations in its public administration. Methods The article is based on the data-driven approach, which allows you to compare measures applied by governments of different countries, including Russia. Findings & Value added The publication identifies at least four general global trends and some models, reflecting national features in basic technologies. In addition, the article describes the organizational features (governing bodies and the adopted special laws) of Russia.
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- 2021
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4. Assessments Metrics for Multi-class Imbalance Learning: A Preliminary Study
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Alejo, R., Antonio, J. A., Valdovinos, R. M., Pacheco-Sánchez, J. H., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carrasco-Ochoa, Jesús Ariel, editor, Martínez-Trinidad, José Francisco, editor, Rodríguez, Joaquín Salas, editor, and di Baja, Gabriella Sanniti, editor
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- 2013
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5. A comparative study of the measures for evaluating community structure in bipartite networks.
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Wang, Xiaodong and Liu, Jing
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BIPARTITE graphs , *MEMETICS , *MATHEMATICAL optimization , *BENCHMARKING (Management) , *INFORMATION theory - Abstract
The community structure is an elementary property of complex networks. In bipartite networks, various global measures have been proposed to evaluate the quality of communities. However, few studies focus on comparing the performance of those measures on benchmark networks. Therefore, in this paper, we first propose a memetic algorithm (MACD-BNs) to detect communities in bipartite networks and then use it to separately optimize four existing measures to compare the performance of these measures. These four measures that belong to the same class are based on the idea that the same type nodes are grouped into a community due to their similar link patterns. Experimental results on some real-life and synthetic networks illustrate the effectiveness of the MACD-BNs. The comparison among different measures answers which of the four measures has the best relative performance in most cases and exposes the limitations of some measures. [ABSTRACT FROM AUTHOR]
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- 2018
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6. Content validity of global measures for at-work productivity in patients with rheumatic diseases: an international qualitative study.
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Leggett, Sarah, van der Zee-Neuen, Antje, Boonen, Annelies, Beaton, Dorcas, Bojinca, Mihai, Bosworth, Ailsa, Dadoun, Sabrina, Fautrel, Bruno, Hagel, Sofia, Hofstetter, Catherine, Lacaille, Diane, Linton, Denise, Mihai, Carina, Petersson, Ingemar F., Rogers, Pam, Sciré, Carlo, and Verstappen, Suzanne M. M.
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INTERVIEWING , *QUESTIONNAIRES , *RESEARCH funding , *RHEUMATISM , *QUALITATIVE research , *THEMATIC analysis , *PRESENTEEISM (Labor) ,RESEARCH evaluation - Abstract
Objectives. To identify from a patient's perspective, difficulties and differences in the comprehension of five global presenteeism measures in patients with inflammatory arthritis and OA across seven countries. Methods. Seventy patients with a diagnosis of inflammatory arthritis or OA in paid employment were recruited from seven countries across Europe and Canada. Patients were randomly allocated to be cognitively debriefed on 3/5 global measures [Work Productivity Scale - Rheumatoid Arthritis, Work Productivity and Activity Impairment Questionnaire (WPAI), Work Ability Index, Quality and Quantity questionnaire, and WHO Health and Work Performance Questionnaire (HPQ)], with the WPAI debriefed in all patients as a standard measure of comparison between countries and patients. NVivo was used to code the data into four themes: construct and anchor, time recall, reference frame, and attribution. Results. Discrepancies were found in the interpretation of the word performance (HPQ) between countries, with Romania and Sweden relating performance to sports rather than work. Seventy percent of patients considered that a 7-day recall (WPAI) can accurately represent how their disease affects work productivity. The compared to normal reference (Quality and Quantity questionnaire) was reportedly too ambiguous, and the comparison with colleagues (HPQ), made many feel uncomfortable. Overall, 29% of patients said the WPAI was the most relevant to them, making it the most favoured measure. Conclusion. Overall, patients across countries agree that the construct of work productivity in the last 7 days can accurately reflect the impact of disease while at work. Some current constructs to assess at-work productivity are not interchangeable between languages. [ABSTRACT FROM AUTHOR]
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- 2016
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7. Considerations for Evaluating and Recommending Worker Productivity Outcome Measures: An Update from the OMERACT Worker Productivity Group
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Reuben Escorpizo, Ailsa Bosworth, Florian Berghea, Diane Lacaille, Amye Leong, Marieke M. ter Wee, Peter Tugwell, Sarah Leggett, Monique A. M. Gignac, Annelies Boonen, Suzanne M M Verstappen, Johan K. Wallman, Dorcas E. Beaton, Catherine Hofstetter, Maria Agaliotis, Interne Geneeskunde, MUMC+: MA Reumatologie (9), RS: CAPHRI - R3 - Functioning, Participating and Rehabilitation, and Epidemiology and Data Science
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Psychometrics ,PATIENT ACCEPTABLE ,Health Status ,Immunology ,Applied psychology ,Efficiency ,Single item ,MINIMUM IMPORTANT DIFFERENCE ,Cohort Studies ,03 medical and health sciences ,0302 clinical medicine ,Rheumatology ,DUAL PRESENTEEISM SCALE ,Surveys and Questionnaires ,Outcome Assessment, Health Care ,Humans ,Immunology and Allergy ,Medicine ,030212 general & internal medicine ,Meaning (existential) ,VALIDITY ,Productivity ,Reliability (statistics) ,030203 arthritis & rheumatology ,business.industry ,Outcome measures ,OMERACT ,Construct validity ,Presenteeism ,STATE PRESENTEEISM ,PSYCHOMETRIC PROPERTIES ,PRESENTEEISM MEASURES ,ARTHRITIS ,business ,GLOBAL MEASURES - Abstract
Objective.The Outcome Measures in Rheumatology (OMERACT) Worker Productivity Group continues efforts to assess psychometric properties of measures of presenteeism.Methods.Psychometric properties of single-item and dual answer multiitem scales were assessed, as well as methods to evaluate thresholds of meaning.Results.Test-retest reliability and construct validity of single item global measures was moderate to good. The value of measuring both degree of difficulty and amount of time with difficulty in multiitems questionnaires was confirmed. Thresholds of meaning vary depending on methods and external anchors applied.Conclusion.We have advanced our understanding of the performance of presenteeism measures and have developed approaches to describing thresholds of meaning.
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- 2019
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8. Elements for measuring the complexity of 3D structural models: Connectivity and geometry.
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Pellerin, Jeanne, Caumon, Guillaume, Julio, Charline, Mejia-Herrera, Pablo, and Botella, Arnaud
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THREE-dimensional imaging , *GEOMETRIC analysis , *COMPUTER software , *STRUCTURAL components , *GEOLOGICAL research - Abstract
The reliable modeling of three-dimensional complex geological structures can have a major impact on forecasting and managing natural resources and on predicting seismic and geomechanical hazards. However, the qualification of a model as structurally complex is often qualitative and subjective making the comparison of the capabilities and performances of various geomodeling methods or software difficult. In this paper, we consider the notion of structural complexity from a geometrical point of view and argue that it can be characterized using general metrics computed on three-dimensional sealed structural models. We propose global and local measures of the connectivity and of the geometry of the model components and show how they permit to classify nine 3D synthetic structural models. Depending on the complexity elements favored, the classification varies. The models we introduce could be used as benchmark models for geomodeling algorithms. [ABSTRACT FROM AUTHOR]
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- 2015
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9. A Bayesian Approach for Benefit-Risk Assessment.
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Zhao, Yueqin, Zalkikar, Jyoti, Tiwari, Ram C., and LaVange, Lisa M.
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RISK assessment , *DIRICHLET problem , *PROBABILITY theory , *RANDOM variables , *MARKOV chain Monte Carlo - Abstract
An important aspect of the drug evaluation process is to have an integrated benefit-risk assessment to determine, using some quantitative measures, whether the benefit outweighs the risk for the target population. Chuang-Stein et al. proposed a five-category random variable along with three global measures of benefit-risk assessment. Assuming the cell probabilities follow a multinomial distribution, we propose a Bayesian approach for the longitudinal assessment of benefit-risk using these three global measures and a new measure. A Dirichlet distribution is used as the natural conjugate prior for multinomial cell probabilities, and the posterior distributions of cell-probabilities are recursively derived as the data from multiple visits become available. In a more generalized approach, a power prior is used through the likelihood function to discount the information from previous visits, and, again, the posterior distributions of the cell-probabilities at multiple visits are derived. The estimates of the posterior means and credible intervals for the four global measures are derived, and the decision rules based on the credible intervals are applied for the assessment of the four global measures. Using two simulated datasets generated under two different scenarios—one where benefit outweighs risk and the other where benefit does not outweigh risk—the performances of the four measures are evaluated using a Markov chain Monte Carlo (MCMC) technique. We illustrate of the methodology using clinical trial data. [ABSTRACT FROM PUBLISHER]
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- 2014
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10. Global measures: utility in defining and measuring treatment response in dementia.
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Reisberg, Barry
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The article investigates the global measures used in treatment trials in dementia. The author compares the categories of the global measures. These categories are the clinician's interview-based global severity scales and the clinician's interview-based global change scales. The assessment methodology used under each category are analyzed.
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- 2007
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11. Test-retest Reliability and Correlations of 5 Global Measures Addressing At-work Productivity Loss in Patients with Rheumatic Diseases
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Carlo Alberto Scirè, Sabrina Dadoun, Sarah Leggett, Diane Lacaille, Pam Rogers, Suzanne M M Verstappen, Sofia Hagel, Annelies Boonen, Carina Mihai, Mihai Bojinca, Ailsa Bosworth, Bruno Fautrel, Ingemar F Petersson, Denise Linton, Jamie C. Sergeant, Antje van der Zee-Neuen, Catherine Hofstetter, Dorcas E. Beaton, Leggett, S, Van Der Zee-Neuen, A, Boonen, A, Beaton, D, Bojinca, M, Bosworth, A, Dadoun, S, Fautrel, B, Hagel, S, Hofstetter, C, Lacaille, D, Linton, D, Mihai, C, Petersson, I, Rogers, P, Sergeant, J, Scire, C, Verstappen, S, RS: CAPHRI School for Public Health and Primary Care, Promovendi PHPC, Interne Geneeskunde, RS: CAPHRI - R3 - Functioning, Participating and Rehabilitation, and MUMC+: MA Reumatologie (9)
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Male ,AT-WORK PRODUCTIVITY LOSS ,Efficiency ,Severity of Illness Index ,Disability Evaluation ,0302 clinical medicine ,Surveys and Questionnaires ,Absenteeism ,Immunology and Allergy ,030212 general & internal medicine ,Workplace ,Reliability (statistics) ,Work productivity ,ANKYLOSING-SPONDYLITIS ,Middle Aged ,Correlation ,Test (assessment) ,CORRELATIONS ,Female ,HEALTH ,PRESENTEEISM ,At-work productivity lo ,Global measure ,GLOBAL MEASURES ,Clinical psychology ,Adult ,RHEUMATIC DISEASES ,medicine.medical_specialty ,Immunology ,VALIDATION ,NO ,TEST-RETEST ,03 medical and health sciences ,At-work productivity loss ,Correlations ,Global measures ,Presenteeism ,Rheumatic diseases ,Test-retest ,Humans ,Reproducibility of Results ,Rheumatic Diseases ,Rheumatology ,medicine ,In patient ,VALIDITY ,Productivity ,030203 arthritis & rheumatology ,business.industry ,SICK LEAVE ,DISABILITY ,Construct validity ,OSTEOARTHRITIS ,PSORIATIC-ARTHRITIS ,RISK-FACTORS ,Physical therapy ,Rheumatic disease ,ACTIVITY IMPAIRMENT QUESTIONNAIRE ,business - Abstract
Objective.Several global measures to assess at-work productivity loss or presenteeism in patients with rheumatic diseases have been proposed, but the comparative validity is hampered by the lack of data on test-retest reliability and comparative concurrent and construct validity. Our objective was to test-retest 5 global measures of presenteeism and to compare the association between these scales and health-related well-being.Methods.Sixty-five participants with inflammatory arthritis or osteoarthritis in paid employment were recruited from 7 countries (UK, Canada, Netherlands, France, Sweden, Romania, and Italy). At baseline and 2 weeks later, 5 global measures of presenteeism were evaluated: the Work Productivity Scale–Rheumatoid Arthritis (WPS-RA), Work Productivity and Activity Impairment Questionnaire (WPAI), Work Ability Index (WAI), Quality and Quantity questionnaire (QQ), and the WHO Health and Performance Questionnaire (HPQ). Agreement between the 2 timepoints was assessed using single-measure intraclass correlations (ICC) and correlated between each other and with visual analog scale general well-being scores at followup by Spearman correlation.Results.ICC between measures ranged from fair (HPQ 0.59) to excellent (WPS-RA 0.78). Spearman correlations between measures were moderate (Qquality vs WAI, r = 0.51) to strong (WPS-RA vs WPAI, r = 0.88). Correlations between measures and general well-being were low to moderate, ranging from −0.44 ≤ r ≤ 0.66.Conclusion.Test-retest results of 4 out of 5 global measures were good, and the correlations between these were moderate. The latter probably reflect differences in the concepts, recall periods, and references used in the measures, which implies that some measures are probably not interchangeable.
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- 2015
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12. Elements for measuring the complexity of 3D structural models: Connectivity and geometry
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Charline Julio, Guillaume Caumon, Jeanne Pellerin, Arnaud Botella, Pablo Mejia-Herrera, GeoRessources, Institut national des sciences de l'Univers (INSU - CNRS)-Centre de recherches sur la géologie des matières premières minérales et énergétiques (CREGU)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS), Geometry and Lighting (ALICE), Inria Nancy - Grand Est, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Department of Algorithms, Computation, Image and Geometry (LORIA - ALGO), Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Centre National de la Recherche Scientifique (CNRS)-Université de Lorraine (UL)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-Université de Lorraine (UL)-Institut National de Recherche en Informatique et en Automatique (Inria)-Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Centre National de la Recherche Scientifique (CNRS)-Université de Lorraine (UL)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-Université de Lorraine (UL), Institut National de Recherche en Informatique et en Automatique (Inria)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche en Informatique et en Automatique (Inria)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS)-Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), and Institut National de Recherche en Informatique et en Automatique (Inria)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS)
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Geomodeling ,010504 meteorology & atmospheric sciences ,business.industry ,Surface model ,[SDU.STU]Sciences of the Universe [physics]/Earth Sciences ,010502 geochemistry & geophysics ,computer.software_genre ,Machine learning ,Global measures ,Complexity elements ,01 natural sciences ,Structural complexity ,Geological structure ,Software ,Local measures ,Benchmark (computing) ,Point (geometry) ,Artificial intelligence ,Data mining ,Computers in Earth Sciences ,business ,computer ,0105 earth and related environmental sciences ,Information Systems ,Mathematics - Abstract
The reliable modeling of three-dimensional complex geological structures can have a major impact on forecasting and managing natural resources and on predicting seismic and geomechanical hazards. However, the qualification of a model as structurally complex is often qualitative and subjective making the comparison of the capabilities and performances of various geomodeling methods or software difficult. In this paper, we consider the notion of structural complexity from a geometrical point of view and argue that it can be characterized using general metrics computed on three-dimensional sealed structural models. We propose global and local measures of the connectivity and of the geometry of the model components and show how they permit to classify nine 3D synthetic structural models. Depending on the complexity elements favored, the classification varies. The models we introduce could be used as benchmark models for geomodeling algorithms. HighlightsWe describe complicated geometrical configurations in structural models.Nine benchmark 3D structural models for geomodeling methods are proposed.We propose four measures to compare geometry and connectivity of structural models.Several classifications of the proposed benchmark models are given.
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- 2015
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13. Les mesures globales d'un réseau
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Ducruet, César, Géographie-cités (GC (UMR_8504)), and Université Paris 1 Panthéon-Sorbonne (UP1)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Diderot - Paris 7 (UPD7)
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groupe fmr ,graphe planaire ,network ,planar graph ,indices ,mesures globales ,[SHS.GEO]Humanities and Social Sciences/Geography ,fmr group ,global measures ,réseau - Abstract
Groupe f.m.r. (flux, matrices, réseaux) animé par César Ducruet et Laurent Beauguitte (CNRS, UMR Géographie-cités) L'objectif du groupe de travail est d'intégrer dans l'approche géographique les outils et méthodes issues de l'analyse des réseaux (sociaux, techniques et complexes). Ces derniers paraissent en effet fournir des pistes intéressantes pour l'analyse des flux de toute nature (commerciaux, informationnels, financiers, migratoires et touristiques). Cette appropriation méthodologique suppose un travail approfondi sur les concepts, le vocabulaire, les méthodes et les outils disponibles. Trois axes de travail sont envisagés, l'un sur les concepts, l'un sur les méthodes et le troisième sur les outils. L'étude des concepts vise à clarifier le vocabulaire utilisé et à évaluer sa pertinence pour l'étude géographique des réseaux. Les méthodes étudiées peuvent s'organiser en trois grands sous-thèmes ; les mesures, le partitionnement de graphe et enfin les modèles statistiques. Le dernier axe propose une introduction à quelques logiciels disponibles (Ucinet, igraph, Statnet, Tulip, Pajek etc.) en vue de visualiser et d'analyser des matrices.; This document from the group f.m.r. (flux, matrices, réseaux) proposes a synthesis of global measures regarding networks, planar or not. Recent measures proposed notably by physicians are detailed.; Ce document du groupe f.m.r. (flux, matrices, réseaux) propose une synthèse des mesures globales d'un réseau, qu'il s'agisse d'un réseau planaire ou non. Les mesures récentes proposées par les physiciens sont détaillées.
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- 2010
14. Les mesures globales d'un réseau: Version 1 - Novembre 2010
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Ducruet, César, Géographie-cités (GC (UMR_8504)), and Université Paris 1 Panthéon-Sorbonne (UP1)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)
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groupe fmr ,graphe planaire ,network ,planar graph ,indices ,mesures globales ,[SHS.GEO]Humanities and Social Sciences/Geography ,fmr group ,global measures ,réseau - Abstract
Groupe f.m.r. (flux, matrices, réseaux) animé par César Ducruet et Laurent Beauguitte (CNRS, UMR Géographie-cités) L'objectif du groupe de travail est d'intégrer dans l'approche géographique les outils et méthodes issues de l'analyse des réseaux (sociaux, techniques et complexes). Ces derniers paraissent en effet fournir des pistes intéressantes pour l'analyse des flux de toute nature (commerciaux, informationnels, financiers, migratoires et touristiques). Cette appropriation méthodologique suppose un travail approfondi sur les concepts, le vocabulaire, les méthodes et les outils disponibles. Trois axes de travail sont envisagés, l'un sur les concepts, l'un sur les méthodes et le troisième sur les outils. L'étude des concepts vise à clarifier le vocabulaire utilisé et à évaluer sa pertinence pour l'étude géographique des réseaux. Les méthodes étudiées peuvent s'organiser en trois grands sous-thèmes ; les mesures, le partitionnement de graphe et enfin les modèles statistiques. Le dernier axe propose une introduction à quelques logiciels disponibles (Ucinet, igraph, Statnet, Tulip, Pajek etc.) en vue de visualiser et d'analyser des matrices.; This document from the group f.m.r. (flux, matrices, réseaux) proposes a synthesis of global measures regarding networks, planar or not. Recent measures proposed notably by physicians are detailed.; Ce document du groupe f.m.r. (flux, matrices, réseaux) propose une synthèse des mesures globales d'un réseau, qu'il s'agisse d'un réseau planaire ou non. Les mesures récentes proposées par les physiciens sont détaillées.
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- 2010
15. A multidimensional, hierarchical model of self-concept: Theoretical and empirical justification
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Herbert W. Marsh
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Self-efficacy ,Self-concept ,Educational psychology ,Contrast (statistics) ,Popularity ,self-concept ,Hierarchical database model ,Epistemology ,Developmental and Educational Psychology ,multidimensional ,global measures ,Null hypothesis ,Psychology ,Construct (philosophy) - Abstract
The self-concept construct is one of the oldest in psychology and is used widely in many disciplines. Despite its popularity, reviews prior to the 1980s typically emphasized the lack of theoretical basis in most studies, the poor quality of measurement instruments, methodological shortcomings, and a general lack of consistent findings except, perhaps, support for the null hypothesis. This situation called into question the usefulness of the self-concept construct. In dramatic contrast, the last decade has seen considerable progress in theory, measurement, and research. This progress is due at least in part to a stronger emphasis on a multidimensional self-concept instead of global measures of self. The purpose of this invited review is to summarize how my self-concept research has contributed to these advances. This review further substantiates the claim that self-concept cannot be understood adequately if its multidimensionality is ignored, and recommends that researchers use well-constructed multidimensional measures of self-concept instead of relying solely on global measures of self.
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- 1990
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