Intelligent Systems and Learning Data Analytics in Online Education

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Read or download book entitled Intelligent Systems and Learning Data Analytics in Online Education written by Santi Caballé and published by Academic Press in PDF, EPUB and Kindle Format. Click Get This Book button to download or read online books. Join over 650.000 happy Readers and READ as many books as you like. We cannot guarantee that Intelligent Systems and Learning Data Analytics in Online Education book is available in the library.

  • Publisher : Academic Press
  • Release : 15 June 2021
  • ISBN : 9780128231272
  • Page : 424 pages
  • Rating : 4.5/5 from 103 voters

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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

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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
  • ISBN : 9780128231272
GET THIS BOOKIntelligent 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

Smart Education and e-Learning - Smart Pedagogy

Smart Education and e-Learning - Smart Pedagogy
  • Author : Vladimir L. Uskov
  • Publisher : Springer Nature
  • Release Date : 2022-10-03
  • ISBN : 9789811931123
GET THIS BOOKSmart Education and e-Learning - Smart Pedagogy

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
  • ISBN : 9781000593082
GET THIS BOOKArtificial Intelligence in Higher Education

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.

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
  • ISBN : 9783030514310
GET THIS BOOKApplication 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

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
  • ISBN : 9783030611057
GET THIS BOOKAdvances on P2P, Parallel, Grid, Cloud and Internet Computing

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 have been very fast established as breakthrough paradigms for solving complex problems by enabling aggregation and sharing of an increasing variety of distributed computational resources at large scale. Grid Computing

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,Loreto Lancia,Elvira Popescu,Minoru Nakayama,Vittorio Scarano,Ana B. Gil
  • Publisher : Springer Nature
  • Release Date : 2020-08-13
  • ISBN : 9783030522872
GET THIS BOOKMethodologies and Intelligent Systems for Technology Enhanced Learning, 10th International Conference. Workshops

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 topics complementing the main conference. They particularly focused on multi-disciplinary and transversal aspects such as TEL in nursing education programs, social and personal computing for web-supported learning communities, interactive environments

Data Analytics in E-Learning

Data Analytics in E-Learning
  • Author : Marian Cristian Mihăescu
  • Publisher : Springer Nature
  • Release Date : 2022
  • ISBN : 9783030966447
GET THIS BOOKData Analytics in E-Learning

This book focuses on research and development aspects of building data analytics workflows that address various challenges of e-learning applications. This book represents a guideline for building a data analysis workflow from scratch. Each chapter presents a step of the entire workflow, starting from an available dataset and continuing with building interpretable models, enhancing models, and tackling aspects of evaluating engagement and usability. The related work shows that many papers have focused on machine learning usage and advancement within e-learning

Fostering Communication and Learning With Underutilized Technologies in Higher Education

Fostering Communication and Learning With Underutilized Technologies in Higher Education
  • Author : Ali, Mohammed Banu,Wood-Harper, Trevor
  • Publisher : IGI Global
  • Release Date : 2020-09-04
  • ISBN : 9781799848479
GET THIS BOOKFostering Communication and Learning With Underutilized Technologies in Higher Education

Higher education is undergoing radical changes with the arrival of emerging technology that can facilitate better teaching and learning experiences. However, with a lack of technical awareness, technophobia, and security and trust issues, there are several barriers to the uptake of emerging technologies. As a result, many of these new technologies have been overlooked or underutilized. In the information systems and higher education domains, there exists a need to explore underutilized technologies in higher education that can foster communication and

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 Date : 2021-10-01
  • ISBN : 9781000456158
GET THIS BOOKData 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

Intelligent System Algorithms and Applications in Science and Technology

Intelligent System Algorithms and Applications in Science and Technology
  • Author : Sunil Pathak,Pramod Kumar Bhatt,Sanjay Kumar Singh,Ashutosh Tripathi,Pankaj Kumar Pandey
  • Publisher : CRC Press
  • Release Date : 2022-02-03
  • ISBN : 9781000406825
GET THIS BOOKIntelligent System Algorithms and Applications in Science and Technology

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 for healthcare, applications of artificial intelligence and the Internet of Things, intelligent data analytics techniques, intelligent network systems and applications, and inequalities and process control systems. The authors explore the

Advances in Intelligent Systems Research and Innovation

Advances in Intelligent Systems Research and Innovation
  • Author : Vassil Sgurev
  • Publisher : Springer Nature
  • Release Date : 2022-10-03
  • ISBN : 9783030781248
GET THIS BOOKAdvances in Intelligent Systems Research and Innovation

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
  • ISBN : 9783319608198
GET THIS BOOKMethodologies and Intelligent Systems for Technology Enhanced Learning

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 enhanced learning (TEL) and their roots in novel learning theories, empirical methodologies for their design or evaluation, stand-alone and web-based solutions, and makerspaces. It also fostered entrepreneurship and business startup

Informatics and Cybernetics in Intelligent Systems

Informatics and Cybernetics in Intelligent Systems
  • Author : Radek Silhavy
  • Publisher : Springer Nature
  • Release Date : 2022-10-03
  • ISBN : 9783030774486
GET THIS BOOKInformatics 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.

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
  • ISBN : 9789813293359
GET THIS BOOKData 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

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

The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy
  • Author : John Macintyre,Jinghua Zhao,Xiaomeng Ma
  • Publisher : Springer Nature
  • Release Date : 2021
  • ISBN : 9783030895082
GET THIS BOOKThe 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy

This book presents the proceedings of the 2020 2nd International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIoT-2021), online conference, on 30 October 2021. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering, addressing a number of broad themes, including novel machine learning and big data analytics methods for IoT security, data mining and statistical modelling for the secure IoT and machine learning-based security detecting protocols, which inspire the development