Big Data Anal Tica Del Aprendizaje Y Educaci N Basada En Datos Big Data Learning Analytics Data Driven Education
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Big Data Anal Tica Del Aprendizaje Y Educaci N Basada En Datos Big Data Learning Analytics Data Driven Education
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Author : Daniel Domínguez Figaredo
language : es
Publisher:
Release Date : 2018
Big Data Anal Tica Del Aprendizaje Y Educaci N Basada En Datos Big Data Learning Analytics Data Driven Education written by Daniel Domínguez Figaredo and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with categories.
Spanish Abstract: Los procesos relacionados con la enseñanza y el aprendizaje generan una enorme cantidad de datos que pueden utilizarse con múltiples fines, entre los que destacan los de mejora de los propios métodos y prácticas educativas. La información recopilada en procesos como la interacción social entre estudiantes y docentes, la consulta de los recursos de apoyo al estudio o el envío de evidencias de aprendizaje, es de gran valor para los responsables del diseño de cursos, para los gestores de las instituciones educativas y también para los estudiantes. El uso adecuado de esos datos está relacionado con un conjunto de aspectos que abarcan campos diversos como la tecnología, la pedagogía, la ética y el derecho. En este capítulo se propone una aproximación a esos aspectos desde un enfoque mixto que combina lo conceptual y lo aplicado. En un principio se define el campo del big data desde una dimensión social, considerando las numerosas disciplinas que basan su actividad en los datos masivos. A continuación se pone el foco en el campo de la educación y especialmente en la analítica del aprendizaje, ámbito que atiende a la gestión, análisis y búsqueda de soluciones a partir de los datos digitales que se procesan durante la enseñanza. Dada la amplitud y trascendencia del campo de la analítica del aprendizaje, su explicación y dominio están entre los principales objetivos de este texto. El capítulo finaliza con una referencia al conjunto de problemas relacionados con la privacidad de los datos personales. Y por último se discuten algunos de los apriorismos más habituales en el tratamiento del big data y que dan lugar a interpretaciones equivocadas o que no se corresponden con lo que ocurre en realidad. El objetivo es dotar a los estudiantes y profesionales del campo de la educación de un conocimiento básico sobre el uso y gestión de datos masivos en procesos de aprendizaje, así como de herramientas metodológicas para utilizar esos datos en la mejora de sus cursos y prácticas de enseñanza.
Anal Tica Del Aprendizaje Y Big Data
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Author : Daniel Domínguez Figaredo
language : es
Publisher:
Release Date : 2016
Anal Tica Del Aprendizaje Y Big Data written by Daniel Domínguez Figaredo and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with categories.
Spanish Abstract: La capacidad de acceder directamente a informaciones referidas a todo tipo de prácticas sociales mediadas digitalmente y la correspondiente acumulación masiva de los datos, ha situado a la evaluación de los fenómenos sociales en un nuevo terreno que pone en cuestión los modelos analíticos convencionales. La educación es un campo propicio para preguntarse sobre esos movimientos, evaluar su relevancia epistémica y precisar en qué consiste la radicalidad del cambio producido por una nueva capacidad tecnológica. Este artículo contribuye a explicar el impacto de ese nuevo escenario en el terreno de la evaluación del aprendizaje a partir de big data, dando cuenta del cambio en la estructura de las categorías empleadas y desarrollando una nueva aproximación a la analítica del aprendizaje basada en heurísticas.
Big Data In Education
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Author : Ben Williamson
language : en
Publisher: SAGE
Release Date : 2017-07-24
Big Data In Education written by Ben Williamson and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-24 with Education categories.
This cutting-edge overview explores big data and the related topic of computer code, examining the implications for education and schooling for today and the near future.
Modelling Based Teaching In Science Education
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Author : John K. Gilbert
language : en
Publisher: Springer
Release Date : 2016-05-30
Modelling Based Teaching In Science Education written by John K. Gilbert and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-30 with Science categories.
This book argues that modelling should be a component of all school curricula that aspire to provide ‘authentic science education for all’. The literature on modelling is reviewed and a ‘model of modelling’ is proposed. The conditions for the successful implementation of the ‘model of modelling’ in classrooms are explored and illustrated from practical experience. The roles of argumentation, visualisation, and analogical reasoning, in successful modelling-based teaching are reviewed. The contribution of such teaching to both the learning of key scientific concepts and an understanding of the nature of science are established. Approaches to the design of curricula that facilitate the progressive grasp of the knowledge and skills entailed in modelling are outlined. Recognising that the approach will both represent a substantial change from the ‘content-transmission’ approach to science teaching and be in accordance with current best-practice in science education, the design of suitable approaches to teacher education are discussed. Finally, the challenges that modelling-based education pose to science education researchers, advanced students of science education and curriculum design, teacher educators, public examiners, and textbook designers, are all outlined.
Big Data In Education Pedagogy And Research
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Author : Theodosia Prodromou
language : en
Publisher: Springer Nature
Release Date : 2021-10-04
Big Data In Education Pedagogy And Research written by Theodosia Prodromou and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-04 with Education categories.
This book discusses how Big Data could be implemented in educational settings and research, using empirical data and suggesting both best practices and areas in which to invest future research and development. It also explores: 1) the use of learning analytics to improve learning and teaching; 2) the opportunities and challenges of learning analytics in education. As Big Data becomes a common part of the fabric of our world, education and research are challenged to use this data to improve educational and research systems, and also are tasked with teaching coming generations to deal with Big Data both effectively and ethically. The Big Data era is changing the data landscape for statistical analysis, the ways in which data is captured and presented, and the necessary level of statistical literacy to analyse and interpret data for future decision making. The advent of Big Data accentuates the need to enable citizens to develop statistical skills, thinking and reasoning needed for representing, integrating and exploring complex information. This book offers guidance to researchers who are seeking suitable topics to explore. It presents research into the skills needed by data practitioners (data analysts, data managers, statisticians, and data consumers, academics), and provides insights into the statistical skills, thinking and reasoning needed by educators and researchers in the future to work with Big Data. This book serves as a concise reference for policymakers, who must make critical decisions regarding funding and applications.
Domains And Directions In The Development Of Tblt
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Author : Martin Bygate
language : en
Publisher: John Benjamins Publishing Company
Release Date : 2015-11-15
Domains And Directions In The Development Of Tblt written by Martin Bygate and has been published by John Benjamins Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-15 with Foreign Language Study categories.
This volume brings together contemporary position statements and research reviews which were originally presented as Plenary Addresses to the Biennial International Conference on Task-Based Language Teaching, between 2005 and 2013. It thus assembles up-to-date reflections, critiques, and recommendations from influential researchers working within the TBLT paradigm over the last 30 years, thereby also highlighting most of the major theoretical perspectives so far developed. While the plenarists structured their chapters around their original presentations, they have been invited to update their thinking as they feel appropriate and in response to recent developments in the field. The collection thus offers representative and accessible coverage of a range of approaches to the overall philosophy of TBLT, to the relationship between TBLT and the study of second language acquisition, and to the development and implementation of TBLT as a comprehensive approach to language education, curriculum, and pedagogy.
Data Mining And Learning Analytics
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Author : Samira ElAtia
language : en
Publisher: John Wiley & Sons
Release Date : 2016-09-20
Data Mining And Learning Analytics written by Samira ElAtia and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-20 with Computers categories.
Addresses the impacts of data mining on education and reviews applications in educational research teaching, and learning This book discusses the insights, challenges, issues, expectations, and practical implementation of data mining (DM) within educational mandates. Initial series of chapters offer a general overview of DM, Learning Analytics (LA), and data collection models in the context of educational research, while also defining and discussing data mining’s four guiding principles— prediction, clustering, rule association, and outlier detection. The next series of chapters showcase the pedagogical applications of Educational Data Mining (EDM) and feature case studies drawn from Business, Humanities, Health Sciences, Linguistics, and Physical Sciences education that serve to highlight the successes and some of the limitations of data mining research applications in educational settings. The remaining chapters focus exclusively on EDM’s emerging role in helping to advance educational research—from identifying at-risk students and closing socioeconomic gaps in achievement to aiding in teacher evaluation and facilitating peer conferencing. This book features contributions from international experts in a variety of fields. Includes case studies where data mining techniques have been effectively applied to advance teaching and learning Addresses applications of data mining in educational research, including: social networking and education; policy and legislation in the classroom; and identification of at-risk students Explores Massive Open Online Courses (MOOCs) to study the effectiveness of online networks in promoting learning and understanding the communication patterns among users and students Features supplementary resources including a primer on foundational aspects of educational mining and learning analytics Data Mining and Learning Analytics: Applications in Educational Research is written for both scientists in EDM and educators interested in using and integrating DM and LA to improve education and advance educational research.
Familias Latinas En Los Estados Unidos
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Author : Sally Jones Andrade
language : es
Publisher:
Release Date : 1983
Familias Latinas En Los Estados Unidos written by Sally Jones Andrade and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Social Science categories.
Raising Student Learning In Latin America
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Author : Emiliana Vegas
language : en
Publisher: World Bank Publications
Release Date : 2007-09-26
Raising Student Learning In Latin America written by Emiliana Vegas and has been published by World Bank Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-09-26 with Education categories.
Understanding what and how students learn has emerged as a salient issue in Latin America, a region where the majority of children now have access to schools but few students learn the skills they need to succeed. 'Raising Student Learning in Latin America' examines recent advances in our understanding of the policies and programs that affect student learning and provides policy makers with effective options. This volume relies on indicators from national and international assessments of subject matter knowledge plus intermediate learning indicators, such as dropout and completion rates. The first part focuses on the central role of student learning in education. The second part reviews the evidence on factors and policies that affect student learning. The final part addresses policy optons on education quality assurance.
Teaching And Learning By Doing Corpus Analysis
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Author :
language : en
Publisher: BRILL
Release Date : 2016-08-09
Teaching And Learning By Doing Corpus Analysis written by and has been published by BRILL this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-09 with Language Arts & Disciplines categories.
From the contents: Guy ASTON: The learner as corpus designer. - Antoinette RENOUF: The time dimension in modern English corpus linguistics. - Mike SCOTT: Picturing the key words of a very large corpus and their lexical upshots or getting at the guardian's view of the world. - Lou BURNARD: The BNC: where did we go wrong? Corpus-based teaching material. - Averil COXHEAD: The academic word list: a corpus-based word list for academic purposes.