Intelligent Systems and Learning Data Analytics in Online Education

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  • Author : Santi Caballé
  • Publisher : Academic Press
  • Pages : 424 pages
  • ISBN : 0128231270
  • Rating : /5 from reviews
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Download or Read online Intelligent Systems and Learning Data Analytics in Online Education full in PDF, ePub and kindle. this book written by Santi Caballé and published by Academic Press which was released on 15 June 2021 with total page 424 pages. We cannot guarantee that Intelligent Systems and Learning Data Analytics in Online Education book is available in the library, click Get Book button and read full online book in your kindle, tablet, IPAD, PC or mobile whenever and wherever You Like. Intelligent Systems and Learning Data Analytics in Online Education provides novel artificial intelligence (AI) and analytics-based methods to improve online teaching and learning. This book addresses key problems such as attrition and lack of engagement in MOOCs and online learning in general. This book explores the state of the art of artificial intelligence, software tools and innovative learning strategies to provide better understanding and solutions to the various challenges of current e-learning in general and MOOC education. In particular, Intelligent Systems and Learning Data Analytics in Online Education shares stimulating theoretical and practical research from leading international experts. This publication provides useful references for educational institutions, industry, academic researchers, professionals, developers, and practitioners to evaluate and apply. Presents the application of innovative AI techniques to collaborative learning activities Offers strategies to provide automatic and effective tutoring to students’ activities Offers methods to collect, analyze and correctly visualize learning data in educational environments

Intelligent Systems and Learning Data Analytics in Online Education

Intelligent Systems and Learning Data Analytics in Online Education
  • Author : Santi Caballé,Stavros N. Demetriadis,Eduardo Gómez-Sánchez,Pantelis M. Papadopoulos,Armin Weinberger
  • Publisher : Academic Press
  • Release : 15 June 2021
GET THIS BOOK Intelligent Systems and Learning Data Analytics in Online Education

Intelligent Systems and Learning Data Analytics in Online Education provides novel artificial intelligence (AI) and analytics-based methods to improve online teaching and learning. This book addresses key problems such as attrition and lack of engagement in MOOCs and online learning in general. This book explores the state of the art of artificial intelligence, software tools and innovative learning strategies to provide better understanding and solutions to the various challenges of current e-learning in general and MOOC education. In particular, Intelligent

Intelligent Data Analysis for E Learning

Intelligent Data Analysis for E Learning
  • Author : Jorge Miguel,Fatos Xhafa,Santi Caballé
  • Publisher : Academic Press
  • Release : 09 August 2016
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Intelligent Data Analysis for e-Learning: Enhancing Security and Trustworthiness in Online Learning Systems addresses information security within e-Learning based on trustworthiness assessment and prediction. Over the past decade, many learning management systems have appeared in the education market. Security in these systems is essential for protecting against unfair and dishonest conduct-most notably cheating-however, e-Learning services are often designed and implemented without considering security requirements. This book provides functional approaches of trustworthiness analysis, modeling, assessment, and prediction for stronger security and

Intelligent Data Analysis for e Learning

Intelligent Data Analysis for e Learning
  • Author : Jorge Miguel,Santi Caballé,Fatos Xhafa
  • Publisher : Morgan Kaufmann
  • Release : 06 September 2016
GET THIS BOOK Intelligent Data Analysis for e Learning

Intelligent Data Analysis for e-Learning: Enhancing Security and Trustworthiness in Online Learning Systems addresses information security within e-Learning based on trustworthiness assessment and prediction. Over the past decade, many learning management systems have appeared in the education market. Security in these systems is essential for protecting against unfair and dishonest conduct—most notably cheating—however, e-Learning services are often designed and implemented without considering security requirements. This book provides functional approaches of trustworthiness analysis, modeling, assessment, and prediction for stronger

Application of Intelligent Systems in Multi modal Information Analytics

Application of Intelligent Systems in Multi modal Information Analytics
  • Author : Vijayan Sugumaran,Zheng Xu,Huiyu Zhou
  • Publisher : Springer Nature
  • Release : 09 August 2020
GET THIS BOOK Application of Intelligent Systems in Multi modal Information Analytics

This book presents the proceedings of the 2020 International Conference on Intelligent Systems Applications in Multi-modal Information Analytics, held in Changzhou, China, on June 18–19, 2020. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering. It addresses a number of broad themes, including data mining, multi-modal informatics, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The contributions cover a wide range of topics such as AI applications

Advanced Intelligent Systems for Sustainable Development AI2SD 2019

Advanced Intelligent Systems for Sustainable Development  AI2SD   2019
  • Author : Mostafa Ezziyyani
  • Publisher : Springer Nature
  • Release : 03 January 2020
GET THIS BOOK Advanced Intelligent Systems for Sustainable Development AI2SD 2019

This book contains the latest researches on advanced intelligent systems applied in the field of education presented during the second edition of the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) held on July 08–11, 2019, in Marrakech, Morocco. The book proposes new approaches and innovative strategies for the manipulation of data and big data collected from the educational environment, exploiting the analysis tools, algorithms of artificial intelligence, and machine learning techniques, in order to extract results, which allow

Data Science and Innovations for Intelligent Systems

Data Science and Innovations for Intelligent Systems
  • Author : Kavita Taneja,Harmunish Taneja,Kuldeep Kumar,Arvind Selwal,Eng Lieh Ouh
  • Publisher : CRC Press
  • Release : 01 October 2021
GET THIS BOOK Data Science and Innovations for Intelligent Systems

Data science is an emerging field and innovations in it need to be explored for the success of society 5.0. This book not only focuses on the practical applications of data science to achieve computational excellence, but also digs deep into the issues and implications of intelligent systems. This book highlights innovations in data science to achieve computational excellence that can optimize performance of smart applications. The book focuses on methodologies, framework, design issues, tools, architectures, and technologies necessary to develop

Formative Assessment Learning Data Analytics and Gamification

Formative Assessment  Learning Data Analytics and Gamification
  • Author : Santi Caballé,Robert Clarisó
  • Publisher : Morgan Kaufmann
  • Release : 10 May 2016
GET THIS BOOK Formative Assessment Learning Data Analytics and Gamification

Formative Assessment, Learning Data Analytics and Gamification: An ICT Education discusses the challenges associated with assessing student progress given the explosion of e-learning environments, such as MOOCs and online courses that incorporate activities such as design and modeling. This book shows educators how to effectively garner intelligent data from online educational environments that combine assessment and gamification. This data, when used effectively, can have a positive impact on learning environments and be used for building learner profiles, community building, and

Data Analytics Approaches in Educational Games and Gamification Systems

Data Analytics Approaches in Educational Games and Gamification Systems
  • Author : Ahmed Tlili,Maiga Chang
  • Publisher : Springer Nature
  • Release : 10 September 2019
GET THIS BOOK Data Analytics Approaches in Educational Games and Gamification Systems

Game-based learning environments and learning analytics are attracting increasing attention from researchers and educators, since they both can enhance learning outcomes. This book focuses on the application of data analytics approaches and research on human behaviour analysis in game-based learning environments, namely educational games and gamification systems, to provide smart learning. Specifically, it discusses the purposes, advantages and limitations of applying such approaches in these environments. Additionally, the various smart game-based learning environments presented help readers integrate learning analytics in

Informatics and Cybernetics in Intelligent Systems

Informatics and Cybernetics in Intelligent Systems
  • Author : Radek Silhavy
  • Publisher : Springer Nature
  • Release : 29 September 2021
GET THIS BOOK Informatics and Cybernetics in Intelligent Systems

This book constitutes the refereed proceedings of the informatics and cybernetics in intelligent systems section of the 10th Computer Science Online Conference 2021 (CSOC 2021), held online in April 2021. Modern cybernetics and computer engineering papers in the scope of intelligent systems are an essential part of actual research topics. In this book, a discussion of modern algorithms approaches techniques is held. .

Learning Engineering for Online Education

Learning Engineering for Online Education
  • Author : Chris Dede,John Richards,Bror Saxberg
  • Publisher : Routledge
  • Release : 12 October 2018
GET THIS BOOK Learning Engineering for Online Education

Learning Engineering for Online Education is a comprehensive overview of the emerging field of learning engineering, a form of educational optimization driven by analytics, design-based research, and fast-paced, large-scale experimentation. Chapters written by instructional design and distance learning innovators explore the theoretical context of learning engineering and provide design-based examples from top educational institutions. Concluding with an agenda for future research, this volume is essential for those interested in using data and high-quality outcome evidence to improve student engagement, instructional

Proceedings of the First International Conference on Intelligent Computing and Communication

Proceedings of the First International Conference on Intelligent Computing and Communication
  • Author : Jyotsna Kumar Mandal,Suresh Chandra Satapathy,Manas Kumar Sanyal,Vikrant Bhateja
  • Publisher : Springer
  • Release : 21 November 2016
GET THIS BOOK Proceedings of the First International Conference on Intelligent Computing and Communication

The book covers a wide range of topics in Computer Science and Information Technology including swarm intelligence, artificial intelligence, evolutionary algorithms, and bio-inspired algorithms. It is a collection of papers presented at the First International Conference on Intelligent Computing and Communication (ICIC2) 2016. The prime areas of the conference are Intelligent Computing, Intelligent Communication, Bio-informatics, Geo-informatics, Algorithm, Graphics and Image Processing, Graph Labeling, Web Security, Privacy and e-Commerce, Computational Geometry, Service Orient Architecture, and Data Engineering.

Methodologies and Intelligent Systems for Technology Enhanced Learning 9th International Conference

Methodologies and Intelligent Systems for Technology Enhanced Learning  9th International Conference
  • Author : Rosella Gennari,Pierpaolo Vittorini,Fernando De la Prieta,Tania Di Mascio,Marco Temperini,Ricardo Azambuja Silveira,Demetrio Arturo Ovalle Carranza
  • Publisher : Springer
  • Release : 24 June 2019
GET THIS BOOK Methodologies and Intelligent Systems for Technology Enhanced Learning 9th International Conference

This book, which gathers the outcomes of the 9th International Conference on Methodologies and Intelligent Systems for Technology Enhanced Learning and its related workshops, expands on the topics of the evidence-based TEL workshop series in order to provide an open forum for discussing intelligent systems for TEL, their roots in novel learning theories, empirical methodologies for their design and evaluation, stand-alone solutions, and web-based ones. The Conference was hosted by the University of Salamanca and was held in Ávila (Spain)

Responsible Analytics and Data Mining in Education

Responsible Analytics and Data Mining in Education
  • Author : Badrul H. Khan,Joseph Rene Corbeil,Maria Elena Corbeil
  • Publisher : Routledge
  • Release : 07 December 2018
GET THIS BOOK Responsible Analytics and Data Mining in Education

Winner of two Outstanding Book Awards from the Association of Educational Communications and Technology (Culture, Learning, & Technology and Systems Thinking & Change divisions)! Rapid advancements in our ability to collect, process, and analyze massive amounts of data along with the widespread use of online and blended learning platforms have enabled educators at all levels to gain new insights into how people learn. Responsible Analytics and Data Mining in Education addresses the thoughtful and purposeful navigation, evaluation, and implementation of these emerging