Intelligent Systems and Learning Data Analytics in Online Education

Written By Santi Caballé
Intelligent Systems and Learning Data Analytics in Online Education
  • Publsiher : Academic Press
  • Release : 01 May 2021
  • ISBN : 0128231270
  • Pages : 450 pages
  • Rating : /5 from reviews
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Download or read book entitled Intelligent Systems and Learning Data Analytics in Online Education by author: Santi Caballé which was release on 01 May 2021 and published by Academic Press with total page 450 pages . This book available in PDF, EPUB and Kindle Format. Intelligent Systems and Learning Data Analytics in Online Education provides novel AI and analytics-based methods to improve online teaching and learning, addressing key problems such as attrition in MOOCs and in online learning. The book explores the state-of-the-art, artificial intelligence, software tools and innovative learning strategies to provide better understanding and solutions to the different problems and challenges in e-Learning and MOOC education. By presenting stimulating theoretical and practical research from leading international experts, this advanced publication provides useful references for educational institutions, academic researchers, professionals, developers and practitioners to apply, evaluate and reproduce. Presents applications of innovative artificial intelligence techniques to collaborative learning activities Offers strategies to provide automatic and effective tutoring to student activities Provides 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 Date : 2021-05-01
  • Total pages : 450
  • ISBN : 0128231270
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Summary : Intelligent Systems and Learning Data Analytics in Online Education provides novel AI and analytics-based methods to improve online teaching and learning, addressing key problems such as attrition in MOOCs and in online learning. The book explores the state-of-the-art, artificial intelligence, software tools and innovative learning strategies to provide better understanding ...

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 Date : 2019-09-10
  • Total pages : 255
  • ISBN : 0128231270
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Summary : 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 ...

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 Date : 2020-08-09
  • Total pages : 791
  • ISBN : 0128231270
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Summary : 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 ...

Methodologies and Intelligent Systems for Technology Enhanced Learning 10th International Conference Workshops

Methodologies and Intelligent Systems for Technology Enhanced Learning  10th International Conference  Workshops
  • Author : Zuzana Kubincová
  • Publisher : Springer Nature
  • Release Date : 2021-04-19
  • Total pages : 212
  • ISBN : 0128231270
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Summary : Read online Methodologies and Intelligent Systems for Technology Enhanced Learning 10th International Conference Workshops written by Zuzana Kubincová, published by Springer Nature which was released on . Download full Methodologies and Intelligent Systems for Technology Enhanced Learning 10th International Conference Workshops Books now! Available in PDF, ePub and Kindle....

Advances on P2P Parallel Grid Cloud and Internet Computing

Advances on P2P  Parallel  Grid  Cloud and Internet Computing
  • Author : Leonard Barolli
  • Publisher : Springer Nature
  • Release Date : 2021-04-19
  • Total pages : 212
  • ISBN : 0128231270
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Summary : Read online Advances on P2P Parallel Grid Cloud and Internet Computing written by Leonard Barolli, published by Springer Nature which was released on . Download full Advances on P2P Parallel Grid Cloud and Internet Computing Books now! Available in PDF, ePub and Kindle....

Formative Assessment Learning Data Analytics and Gamification

Formative Assessment  Learning Data Analytics and Gamification
  • Author : Santi Caballé,Robert Clarisó
  • Publisher : Morgan Kaufmann
  • Release Date : 2016-05-10
  • Total pages : 382
  • ISBN : 0128231270
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Summary : 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 ...

Advanced Intelligent Systems for Sustainable Development AI2SD 2019

Advanced Intelligent Systems for Sustainable Development  AI2SD   2019
  • Author : Mostafa Ezziyyani
  • Publisher : Springer Nature
  • Release Date : 2020-01-03
  • Total pages : 240
  • ISBN : 0128231270
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Summary : 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 ...

The 1st International Conference on Advanced Intelligent System and Informatics AISI2015 November 28 30 2015 Beni Suef Egypt

The 1st International Conference on Advanced Intelligent System and Informatics  AISI2015   November 28 30  2015  Beni Suef  Egypt
  • Author : Tarek Gaber,Aboul Ella Hassanien,Nashwa El-Bendary,Nilanjan Dey
  • Publisher : Springer
  • Release Date : 2015-11-09
  • Total pages : 536
  • ISBN : 0128231270
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Summary : The conference topics address different theoretical and practical aspects, and implementing solutions for intelligent systems and informatics disciplines including bioinformatics, computer science, medical informatics, biology, social studies, as well as robotics research. The conference also discuss and present solutions to the cloud computing and big data mining which are considered ...

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 Date : 2019-06-24
  • Total pages : 174
  • ISBN : 0128231270
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Summary : 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 ...

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2019

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2019
  • Author : Aboul Ella Hassanien,Khaled Shaalan,Mohamed Fahmy Tolba
  • Publisher : Springer Nature
  • Release Date : 2019-10-02
  • Total pages : 1090
  • ISBN : 0128231270
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Summary : This book presents the proceedings of the 5th International Conference on Advanced Intelligent Systems and Informatics 2019 (AISI2019), which took place in Cairo, Egypt, from October 26 to 28, 2019. This international and interdisciplinary conference, which highlighted essential research and developments in the fields of informatics and intelligent systems, was organized by the Scientific ...

Fulltext Sources Online

Fulltext Sources Online
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 212
  • ISBN : 0128231270
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Summary : Read online Fulltext Sources Online written by , published by which was released on 2008. Download full Fulltext Sources Online Books now! Available in PDF, ePub and Kindle....

Practical Machine Learning with Python

Practical Machine Learning with Python
  • Author : Dipanjan Sarkar,Raghav Bali,Tushar Sharma
  • Publisher : Apress
  • Release Date : 2017-12-20
  • Total pages : 530
  • ISBN : 0128231270
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Summary : Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner. The concepts, ...

Utilizing Educational Data Mining Techniques for Improved Learning Emerging Research and Opportunities

Utilizing Educational Data Mining Techniques for Improved Learning  Emerging Research and Opportunities
  • Author : Bhatt, Chintan,Sajja, Priti Srinivas,Liyanage, Sidath
  • Publisher : IGI Global
  • Release Date : 2019-08-02
  • Total pages : 166
  • ISBN : 0128231270
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Summary : Modern education has increased its reach through ICT tools and techniques. To manage educational data with the help of modern artificial intelligence, data and web mining techniques on dedicated cloud or grid platforms for educational institutes can be used. By utilizing data science techniques to manage educational data, the safekeeping, ...

Machine Learning Paradigms

Machine Learning Paradigms
  • Author : Maria Virvou,Efthimios Alepis,George A. Tsihrintzis,Lakhmi C. Jain
  • Publisher : Springer
  • Release Date : 2019-03-16
  • Total pages : 223
  • ISBN : 0128231270
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Summary : This book presents recent machine learning paradigms and advances in learning analytics, an emerging research discipline concerned with the collection, advanced processing, and extraction of useful information from both educators’ and learners’ data with the goal of improving education and learning systems. In this context, internationally respected researchers present various ...

Data Mining and Learning Analytics

Data Mining and Learning Analytics
  • Author : Samira ElAtia,Donald Ipperciel,Osmar R. Zaïane
  • Publisher : John Wiley & Sons
  • Release Date : 2016-09-26
  • Total pages : 320
  • ISBN : 0128231270
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Summary : 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 ...