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There is an increasing interest and growing practice in Citizen Science (CS) that goes along with the usage of websites for communication as well as for capturing and processing data and materials. From an educational perspective, it is expected that by integrating information about CS in a formal educational setting, it will inspire teachers to create learning activities. This is an interesting case for using bots to automate the process of data extraction from online CS platforms to better understand its use in educational contexts. Although this information is publicly available, it has to follow GDPR rules. This paper aims to explain (1) how CS communicates and is promoted on websites, (2) how web scraping methods and anonymization techniques have been designed, developed and applied to collect information from online sources and (3) how these data could be used for educational purposes. After the analysis of 72 websites, some of the results obtained show that only 24.8% includes detailed information about the CS project and 48.61% includes information about educational purposes or materials. [ABSTRACT FROM AUTHOR]

This paper brings together studies on the future and design methodologies to develop a novel proposal for prospective analysis in the field of education. We apply mixed research methods in combination with design methodologies to open up new routes for studying the evolution, impact and behaviour of trends in future scenarios. Our research is based on an analysis of qualitative data from secondary sources and interviews with experts, which we transform into quantitative data using fuzzy logic models applied to uncontrolled Internet data environments. Our goal is to verify the validity of the DEFLEXOR method, which addresses the need to identify educational opportunities based on future scenarios defined using megatrends detected in various fields. Our conclusions highlight that combining qualitative and quantitative approaches with the methodological principles of design thinking, together with automated calculations arising from creative reflection by experts, constitutes a powerful methodology for developing specific prospective studies. [ABSTRACT FROM AUTHOR]

Digital technology has provided users with new connections that have reset our understanding of social architectures. As a reaction to Artificial Intelligence (AI) and Big Data, the educational field has rearranged its structure to consider human and non-human stakeholders and their actions on digital platforms. In light of this increasingly complex scenario, this proposal aims to present definitions and discussions about AI and Big Data from the academic field or published by international organizations. The study of AI and Big Data goes beyond the search for mere computational power and instead focuses upon less difficult (yet perhaps more complex) areas of the study social impacts in Education. This research suggests an analysis of education through 21st century skills and the impact of AI development in the age of platforms, undergoing three methodological considerations: research, application and evaluation. To accomplish the research, we relied upon systematic reviews, bibliographic research and quality analyses conducted within case studies to compose a position paper that sheds light on how AI and Big Data work and on what level they can be applied in the field of education. Our goal is to offer a triangular analysis under a multimodal approach to better understand the interface between education and new technological prospects, taking into consideration qualitative and quantitative procedures. [ABSTRACT FROM AUTHOR]

The research supporting this paper addresses the problem of educational communication efficacy using a dual methodology strategy. Over 1.200 questionnaires were given out to professionals in four institutions dedicated to persuasive communication; two traditional --the church and schools-- and two more recently created -- journalism and advertising. Probably they are the four groups with more socialising force in the last centuries; For this paper the educators' responses were specifically analysed to determine their conception of the communication process and the requirements for effective communication, and these were compared with those from the other groups, especially from advertising professionals. Lastly, all the responses were compared to contributions from neuroscience that have been made in recent decades about how the human mind functions, particularly with regards to decision-making, to determine which communication proposals provide a greater guarantee of efficacy. The results indicate the need for educators to break away from a strictly cognitive polarized communication that focuses on transmission. They are more related with guaranteeing the supply than creating a demand, and open up to the communicative potential of emotions, interaction and storytelling. [ABSTRACT FROM AUTHOR]

Many Nowadays, digital teaching competence transcends the individual training of teachers in ICT. The European framework DigCompEdu, highlights that teachers must train students in the application of digital technologies in a critical and responsible way, in terms of information, communication, content generation, wellbeing and problem solving. Despite the good intentions to systematize a common model of development of digital competence, it is detected that the proposals lack a pedagogical approach that serves as a theoretical framework for them. This paper proposes a development model of the digital teaching competence based on the sociocultural approach through four constructs: Command, Preference, Reintegration and Appropriation. For this study, an ad hoc scale is created to record the digital teaching competence through the development of this in their students and empirical evidences are provided. A survey type design is proposed. The sample consists of 1,881 students of compulsory education in Andalusia (Spain). SPSS is used to analyse data. The average general results for each of the dimensions studied reveal a medium level of development of digital competence. It is concluded that there is still too much to be done in terms of teacher training in ICT, being necessary to provide them strategies for the development of this in their students. [ABSTRACT FROM AUTHOR]

Augmented reality emerges as a tool, on which it is necessary to examine its real educational value. This paper shows the results of a bibliometric analysis performed on documents collected from the Web of Science repository, an Internet service that concentrates bibliographic information from more than 7,000 institutions. Our analysis included an overall universe of 12,000 indexed journals and 148,000 conference proceedings. From those, we selected a sample targeting the terms "mobile-learning" or "m-learning" and "augmented reality" as descriptors or components of titles of scientific works. The analysis on journals (n=741) and in conference proceedings (n=913) reveals a differentiated perspective in each area in the last two years. A qualitative analysis of 67 scientific productions addressing these subjects complements the research. This highlights five themes: conceptualization of the phenomenon, development of new methodologies, motivation, spatial delocalization, and implementation in subject-matter areas. The research highlights logical changes, such as greater and differentiated access to information; transcendent innovations, such as increasing informal and ludic activities, insertion into virtual environments, membership of specific groups, and networks of friendly interaction, along creation of new scales of values. These elements are now beginning to constitute fundamental parts of teaching methodologies. Education appears to be subsidiary to technical advances, thus imposing a drastic methodological change. [ABSTRACT FROM AUTHOR]