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
Publsiher: Academic Press
Total Pages: 424
Release: 2021-06-15
ISBN: 0128231270
Category: Computers
Language: EN, FR, DE, ES & NL

Intelligent Systems and Learning Data Analytics in Online Education 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

Artificial Intelligence in Higher Education

Artificial Intelligence in Higher Education
Author: Prathamesh Padmakar Churi,Shubham Joshi,Mohamed Elhoseny,Amina Omrane
Publsiher: CRC Press
Total Pages: 296
Release: 2022-06-16
ISBN: 1000593088
Category: Education
Language: EN, FR, DE, ES & NL

Artificial Intelligence in Higher Education Book Excerpt:

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

Smart Education and e Learning   Smart Pedagogy
Author: Vladimir L. Uskov
Publsiher: Springer Nature
Total Pages: 135
Release: 2022
ISBN: 9811931127
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Smart Education and e Learning Smart Pedagogy Book Excerpt:

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
Publsiher: Springer Nature
Total Pages: 791
Release: 2020-07-23
ISBN: 3030514315
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Application of Intelligent Systems in Multi modal Information Analytics Book Excerpt:

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 and innovations in health and education informatics; data and knowledge management; multi-modal application management; and web/social media mining for multi-modal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals, and a useful reference guide for newcomers to the field.

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
Publsiher: Springer Nature
Total Pages: 464
Release: 2020
ISBN: 3030611051
Category: Application software
Language: EN, FR, DE, ES & NL

Advances on P2P Parallel Grid Cloud and Internet Computing Book Excerpt:

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 originated as a paradigm for high-performance computing, as an alternative to expensive supercomputers through different forms of large-scale distributed computing. P2P Computing emerged as a new paradigm after client-server and web-based computing and has shown useful to the development of social networking, B2B (Business to Business), B2C (Business to Consumer), B2G (Business to Government), B2E (Business to Employee), and so on. Cloud Computing has been defined as a "computing paradigm where the boundaries of computing are determined by economic rationale rather than technical limits". Cloud computing has fast become the computing paradigm with applicability and adoption in all application domains and providing utility computing at large scale. Finally, Internet Computing is the basis of any large-scale distributed computing paradigms; it has very fast developed into a vast area of flourishing field with enormous impact on today's information societies serving thus as a universal platform comprising a large variety of computing forms such as Grid, P2P, Cloud and Mobile 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
Publsiher: Springer Nature
Total Pages: 306
Release: 2020-08-13
ISBN: 3030522873
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

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

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 and emerging technologies for eLearning, and TEL for future citizens.

Data Analytics in E Learning

Data Analytics in E Learning
Author: Marian Cristian Mihăescu
Publsiher: Springer Nature
Total Pages: 167
Release: 2022
ISBN: 3030966445
Category: Artificial intelligence
Language: EN, FR, DE, ES & NL

Data Analytics in E Learning Book Excerpt:

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 systems. However, limited discussions have been found on presenting a detailed complete roadmap from the raw dataset up to the engagement and usability issues. Practical examples and guidelines are provided for designing and implementing new algorithms that address specific problems or functionalities. This roadmap represents a potential resource for various advances of researchers and practitioners in educational data mining and learning analytics.

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
Publsiher: CRC Press
Total Pages: 428
Release: 2022-02-03
ISBN: 1000406822
Category: Computers
Language: EN, FR, DE, ES & NL

Intelligent System Algorithms and Applications in Science and Technology Book Excerpt:

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 full breadth of the field, which encompasses data analysis, image processing, speech processing and recognition, medical science and healthcare monitoring, smart irrigation systems, insurance and banking, robotics and process control, and more.

Advances in Intelligent Systems Research and Innovation

Advances in Intelligent Systems Research and Innovation
Author: Vassil Sgurev
Publsiher: Springer Nature
Total Pages: 135
Release: 2022
ISBN: 3030781240
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Advances in Intelligent Systems Research and Innovation Book Excerpt:

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
Publsiher: Springer
Total Pages: 135
Release: 2017-05-30
ISBN: 3319608193
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Methodologies and Intelligent Systems for Technology Enhanced Learning Book Excerpt:

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 ideas, bringing together researchers and developers from industry, education and the academic world to report on the latest scientific research, technical advances and methodologies.

Informatics and Cybernetics in Intelligent Systems

Informatics and Cybernetics in Intelligent Systems
Author: Radek Silhavy
Publsiher: Springer Nature
Total Pages: 721
Release: 2022
ISBN: 3030774481
Category: Computational intelligence
Language: EN, FR, DE, ES & NL

Informatics and Cybernetics in Intelligent Systems Book Excerpt:

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
Publsiher: Routledge
Total Pages: 232
Release: 2018-10-12
ISBN: 1351186175
Category: Education
Language: EN, FR, DE, ES & NL

Learning Engineering for Online Education Book Excerpt:

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 efficacy, and results in online and blended settings.

Data Analytics Approaches in Educational Games and Gamification Systems

Data Analytics Approaches in Educational Games and Gamification Systems
Author: Ahmed Tlili,Maiga Chang
Publsiher: Springer Nature
Total Pages: 255
Release: 2019-09-10
ISBN: 9813293357
Category: Education
Language: EN, FR, DE, ES & NL

Data Analytics Approaches in Educational Games and Gamification Systems Book Excerpt:

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 their educational games and gamification systems to, for instance, assess and model students (e.g. their computational thinking) or enhance the learning process for better outcomes. Moreover, the book presents general guidelines on various aspects, such as collecting data for analysis, game-based learning environment design, system architecture and applied algorithms, which facilitate incorporating learning analytics into educational games and gamification systems. After a general introduction to help readers become familiar with the subject area, the individual chapters each discuss a different aim of applying data analytics approaches in educational games and gamification systems. Lastly, the conclusion provides a summary and presents general guidelines and frameworks to consider when designing smart game-based learning environments with learning analytics.

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
Publsiher: Springer Nature
Total Pages: 135
Release: 2022
ISBN: 3030895084
Category: Electronic Book
Language: EN, FR, DE, ES & NL

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

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
Publsiher: Springer
Total Pages: 707
Release: 2016-11-21
ISBN: 9811020353
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Proceedings of the First International Conference on Intelligent Computing and Communication Book Excerpt:

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.

Intelligent Tutoring Systems

Intelligent Tutoring Systems
Author: Scott Crossley,Elvira Popescu
Publsiher: Springer Nature
Total Pages: 393
Release: 2022-07-25
ISBN: 3031096800
Category: Education
Language: EN, FR, DE, ES & NL

Intelligent Tutoring Systems Book Excerpt:

This volume constitutes the proceedings of the 18th International Conference on Intelligent Tutoring Systems, ITS 2022, held in Bucharest, Romania, in June 2022. The 14 full papers, 13 short papers and 11 poster papers presented in this volume were carefully reviewed and selected from 50 submissions. The papers are categorized into the following topical sib-headings: Tools and Methods for learning Sciences and Practices; Algorithms for Prediction, Recommendation and Classification in Learning Systems; Tutoring and Learning Systems: New Approaches, Framework and Theories.

Responsible Analytics and Data Mining in Education

Responsible Analytics and Data Mining in Education
Author: Badrul H. Khan,Joseph Rene Corbeil,Maria Elena Corbeil
Publsiher: Routledge
Total Pages: 292
Release: 2018-12-07
ISBN: 1351394673
Category: Computers
Language: EN, FR, DE, ES & NL

Responsible Analytics and Data Mining in Education Book Excerpt:

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 forms of educational data analysis. Chapter authors from around the world explore how data analytics can be used to improve course and program quality; how the data and its interpretations may inadvertently impact students, faculty, and institutions; the quality and reliability of data, as well as the accuracy of data-based decisions; ethical implications surrounding the collection, distribution, and use of student-generated data; and more. This volume unpacks and explores this complex issue through a systematic framework whose dimensions address the issues that must be considered before implementation of a new initiative or program.

Digital Disruption in Teaching and Testing

Digital Disruption in Teaching and Testing
Author: Claire Wyatt-Smith,Bob Lingard,Elizabeth Heck
Publsiher: Routledge
Total Pages: 248
Release: 2021-04-28
ISBN: 1000377423
Category: Education
Language: EN, FR, DE, ES & NL

Digital Disruption in Teaching and Testing Book Excerpt:

This book provides a significant contribution to the increasing conversation concerning the place of big data in education. Offering a multidisciplinary approach with a diversity of perspectives from international scholars and industry experts, chapter authors engage in both research- and industry-informed discussions and analyses on the place of big data in education, particularly as it pertains to large-scale and ongoing assessment practices moving into the digital space. This volume offers an innovative, practical, and international view of the future of current opportunities and challenges in education and the place of assessment in this context.

Design Recommendations for Intelligent Tutoring Systems Volume 7 Self Improving Systems

Design Recommendations for Intelligent Tutoring Systems  Volume 7   Self Improving Systems
Author: Benjamin Goldberg
Publsiher: U.S. Army Combat Capabilities Development Command – Soldier Center
Total Pages: 194
Release: 2019-10-23
ISBN: 099772577X
Category: Computers
Language: EN, FR, DE, ES & NL

Design Recommendations for Intelligent Tutoring Systems Volume 7 Self Improving Systems Book Excerpt:

This book on self-improving systems is the seventh in a planned series of books that examine key topics (e.g., learner modeling, instructional strategies, authoring, domain modeling, assessment, impact on learning, team tutoring, self-improving systems, data visualization) in intelligent tutoring system (ITS) design. This book focuses on self-improving systems. The discussion chapters in this book examine topics through the lens of the Generalized Intelligent Framework for Tutoring (GIFT). GIFT is a modular, service-oriented architecture created to reduce the cost and skill required to author ITSs, distribute ITSs, manage instruction within ITSs, and evaluate the effect of ITS technologies on learning, performance, retention, transfer of skills, and other instructional outcomes.

Intelligent Systems Design and Applications

Intelligent Systems Design and Applications
Author: Ajith Abraham,Niketa Gandhi,Thomas Hanne,Tzung-Pei Hong,Tatiane Nogueira Rios,Weiping Ding
Publsiher: Springer Nature
Total Pages: 1439
Release: 2022-03-26
ISBN: 303096308X
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Intelligent Systems Design and Applications Book Excerpt:

This book highlights recent research on intelligent systems and nature-inspired computing. It presents 132 selected papers from the 21st International Conference on Intelligent Systems Design and Applications (ISDA 2021), which was held online. The ISDA is a premier conference in the field of computational intelligence, and the latest installment brought together researchers, engineers and practitioners whose work involves intelligent systems and their applications in industry. Including contributions by authors from 34 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering.