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 : 15 June 2021
  • ISBN : 0128231270
  • Pages : 424 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Intelligent Systems and Learning Data Analytics in Online Education written by Santi Caballé which was release on 15 June 2021, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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 Date : 2021-06-15
  • Total pages : 424
  • ISBN : 0128231270
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Summary : 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 ...

Artificial Intelligence in Higher Education

Artificial Intelligence in Higher Education
  • Author : Prathamesh Padmakar Churi,Shubham Joshi,Mohamed Elhoseny,Amina Omrane
  • Publisher : CRC Press
  • Release Date : 2022-06-16
  • Total pages : 296
  • ISBN : 0128231270
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Summary : The global adoption of technology in education is transforming the way we teach and learn. Artificial Intelligence is one of the disruptive techniques to customize the experience of different learning groups, teachers, and tutors. This book offers knowledge in intelligent teaching/learning systems, and advances in e-learning and assessment systems....

Smart Education and e Learning Smart Pedagogy

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  • Author : Vladimir L. Uskov
  • Publisher : Springer Nature
  • Release Date : 2022-08-15
  • Total pages : 212
  • ISBN : 0128231270
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Summary : Download or read online Smart Education and e Learning Smart Pedagogy written by Vladimir L. Uskov, published by Springer Nature which was released on . Get Smart Education and e Learning Smart Pedagogy Books now! Available in PDF, ePub and Kindle....

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 : 2020-07-23
  • 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 ...

Advances on P2P Parallel Grid Cloud and Internet Computing

Advances on P2P  Parallel  Grid  Cloud and Internet Computing
  • Author : Leonard Barolli,Makoto Takizawa,Tomoki Yoshihisa,Flora Amato,Makoto Ikeda
  • Publisher : Springer Nature
  • Release Date : 2020
  • Total pages : 464
  • ISBN : 0128231270
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Summary : This book aims to provide the latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to P2P, Grid, Cloud and Internet computing as well as to reveal synergies among such large-scale computing paradigms. P2P, Grid, Cloud and Internet computing technologies ...

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

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  • Author : Zuzana Kubincová,Loreto Lancia,Elvira Popescu,Minoru Nakayama,Vittorio Scarano,Ana B. Gil
  • Publisher : Springer Nature
  • Release Date : 2020-08-13
  • Total pages : 306
  • ISBN : 0128231270
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Summary : This book features papers from workshops at the 10th International Conference on Methodologies and Intelligent Systems for Technology Enhanced Learning, which was hosted by the University of L'Aquila (Italy) from 17th to 19th June 2020. The workshops provided participants with the opportunity to present and discuss novel research ideas on emerging ...

Data Analytics in e Learning Approaches and Applications

Data Analytics in e Learning  Approaches and Applications
  • Author : Marian Cristian Mihăescu
  • Publisher : Springer Nature
  • Release Date : 2022-08-15
  • Total pages : 212
  • ISBN : 0128231270
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Summary : Download or read online Data Analytics in e Learning Approaches and Applications written by Marian Cristian Mihăescu, published by Springer Nature which was released on . Get Data Analytics in e Learning Approaches and Applications 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 ...

Intelligent System Algorithms and Applications in Science and Technology

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  • Author : Sunil Pathak,Pramod Kumar Bhatt,Sanjay Kumar Singh,Ashutosh Tripathi,Pankaj Kumar Pandey
  • Publisher : CRC Press
  • Release Date : 2022-02-03
  • Total pages : 428
  • ISBN : 0128231270
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Summary : The 21st century has witnessed massive changes around the world in intelligence systems in order to become smarter, energy efficient, reliable, and cheaper. This volume explores the application of intelligent techniques in various fields of engineering and technology. It addresses diverse topics in such areas as machine learning-based intelligent systems ...

Advances in Intelligent Systems Research and Innovation

Advances in Intelligent Systems Research and Innovation
  • Author : Vassil Sgurev
  • Publisher : Springer Nature
  • Release Date : 2022-08-15
  • Total pages : 212
  • ISBN : 0128231270
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Summary : Download or read online Advances in Intelligent Systems Research and Innovation written by Vassil Sgurev, published by Springer Nature which was released on . Get Advances in Intelligent Systems Research and Innovation Books now! Available in PDF, ePub and Kindle....

Methodologies and Intelligent Systems for Technology Enhanced Learning

Methodologies and Intelligent Systems for Technology Enhanced Learning
  • Author : Pierpaolo Vittorini,Rosella Gennari,Tania Di Mascio,Sara Rodríguez,Fernando De la Prieta,Carlos Ramos,Ricardo Azambuja Silveira
  • Publisher : Springer
  • Release Date : 2017-05-30
  • Total pages : 135
  • ISBN : 0128231270
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Summary : This book presents the outcomes of the 7th International Conference in Methodologies and Intelligent Systems for Technology Enhanced Learning (MIS4TEL'17), hosted by the Polytechnic of Porto, Portugal from 21 to 23 June 2017. Expanding on the topics of the previous conferences, it provided an open forum for discussing intelligent systems for technology ...

Informatics and Cybernetics in Intelligent Systems

Informatics and Cybernetics in Intelligent Systems
  • Author : Radek Silhavy
  • Publisher : Springer Nature
  • Release Date : 2022-08-15
  • Total pages : 721
  • ISBN : 0128231270
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Summary : 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, ...

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 ...

Learning Engineering for Online Education

Learning Engineering for Online Education
  • Author : Chris Dede,John Richards,Bror Saxberg
  • Publisher : Routledge
  • Release Date : 2018-10-12
  • Total pages : 232
  • ISBN : 0128231270
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Summary : 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 ...

The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy

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  • Author : John Macintyre
  • Publisher : Springer Nature
  • Release Date : 2022-08-15
  • Total pages : 212
  • ISBN : 0128231270
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Summary : Download or read online The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy written by John Macintyre, published by Springer Nature which was released on . Get The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy Books now! Available ...