Building Intelligent Tutoring Systems for Teams: What Matters (Research on Managing Groups and Teams)
Building Intelligent Tutoring Systems for Teams: What Matters
This volume presents multidisciplinary perspectives from leading scholars in the science of teams and intelligent tutoring systems (ITSs) on research needed to advance the state of the art of team ITSs. Our esteemed authors provide lessons learned to guide future research that will produce the technical capabilities needed to support team skills development. The introduction by Drs. Robert Sottilare and Eduardo Salas, who are leaders in the field of ITSs and team science, discusses the challenges and approaches to building ITSs for teams. The volume's first section introduces concepts for understanding team training such as team task analysis, team macrocognition, measurement strategies for dynamic processes, and effective team training methods to provide insights into ITS design. Section two presents recent advances in team assessment and feedback through unobtrusive assessments, modeling dynamic team interactions, neurodynamic scaffolding, and collaborative tutoring strategies. In the Volume's third section authors discuss lessons learned from past research, provide a discourse on the five disciplinary perspectives of engineering, learning sciences, team research, data analysis, and human computer interaction to create a framework for guiding team ITS developers, and examine th...
- ASIN: 1787544745
Affective Feedback in Intelligent Tutoring Systems: A Practical Approach (SpringerBriefs in Human-Computer Interaction)
Affective Feedback in Intelligent Tutoring Systems: A Practical
Affective components are as important as cognitive components in tutoring assisted learning process. Feedback from tutors is essential in keeping students motivated. Affectivity and motivation are also significant in computer-based tutoring systems. However, several educational frameworks do not include this kind of interaction between students and tutoring systems. In those cases, the students learning interest and motivation to learn could be negatively affected, and student profits from the system could be impoverished. This is why tutoring systems need to provide direct and affective interaction with students; it can encourage them and increase the motivation to learn. This book introduces a broad range of topics in affective learning in computer-based systems. The text offers a deep conceptual background, covering relevant concepts of affectivity, feedback and motivational components in learning environments. It describes the design of a proposed model for providing affective feedback, the mathematical validation of the conceptual model and its implementation. Moreover, it presents an analysis of the impact of the affective feedback on student motivation to learn. Finally, the book offers research perspectives of the impact and applicability of the affective feedback in comp...
- ASIN: B07FDXLJM1
Intelligent Tutoring Systems: Structure, Applications and Challenges (Education in a Competitive and Globalizing World)
Intelligent Tutoring Systems: 14th International Conference, ITS 2018, Montreal, QC, Canada, June 11-15, 2018, Proceedings (Lecture Notes in Computer Science)
Intelligent Tutoring Systems: 14th International Conference, ITS 2018,
This book constitutes the proceedings of the 14th International Conference on Intelligent Tutoring Systems, IST 2018, held in Montreal, Canada, in June 2018.The 26 full papers and 22 short papers presented in this volume were carefully reviewed and selected from 120 submissions. In the back matter of the volume 20 poster papers and 6 doctoral consortium papers are included. They deal with the use of advanced computer technologies and interdisciplinary research for enabling, supporting and enhancing human learning.
- ASIN: 3319914634
Intelligent Tutoring Systems: 13th International Conference, ITS 2016, Zagreb, Croatia, June 7-10, 2016. Proceedings (Lecture Notes in Computer Science)
Intelligent Tutoring Systems: 13th International Conference, ITS 2016,
This book constitutes the refereed proceedings of the 13th International Conference on Intelligent Tutoring Systems, ITS 2016, held in Zagreb, Croatia, in June 2016. The 20 revised full papers, 32 short papers, 35 posters, and 7 young researchers’ track papers presented in this volume were carefully reviewed and selected from 147 submissions. The specific theme of the ITS 2016 conference is "Adaptive Learning in Real World Contexts". ITS 2016 covers a wide range of topics such as: intelligent tutoring; informal learning environments, learning as a side effect of interactions; collaborative and group learning, communities of practice and social networks; simulation-based learning and serious games; dialogue and discourse during learning interactions; co-adaptation between technologies and human learning; ubiquitous and mobile learning environments; empirical studies of learning with technologies, understanding human learning on the web; adaptive support for learning, models of learners, diagnosis and feedback; modeling of motivation, metacognition, and affect aspects of learning; recommender systems for learning; virtual pedagogical agents and learning companions; ontological modeling, semantic web technologies and standards for learning; multi-agent and service oriented arch...
- ASIN: 3319395823
Intelligent Tutoring Systems: At the Crossroad of Artificial Intelligence and Education
Intelligent Tutoring Systems: At the Crossroad of Artificial
The evolution from Computer-Aided Instruction (CAI) to Intelligent Computer-Aided Instruction (ICAI) was the first step by which education and artificial intelligence communities began to look at each other's work. This text looks at the evolution toward Intelligent Tutoring Systems (ITS) which can be thought of as a step beyond ICAI, leading to more classes of problems and approaches. ITS involves artificial intelligence concepts approaches, dynamic student modelling, human cognition, intelligent user interfaces, intelligent help systems and the use of strategies.
- ASIN: 0893916250
Tutoring and Intelligent Tutoring Systems (Education in a Competitive and Globalizing World)
Tutoring and Intelligent Tutoring Systems (Education in a
This book explores the intersection of tutoring and intelligent tutoring systems.The process of tutoring has a long history within learning settings. This effective method led to attempts to automate the process and the Intelligent Tutoring System research area. Intelligent Tutoring Systems (ITS) are increasingly being used in a wide range of educational settings to enhance student learning. They are also used frequently as platforms for research on educational psychology and artificial intelligence. ITS can assess a wide variety of learner characteristics and adapt instruction according to principles of learning. Their effectiveness allegedly derives from their ability to provide detailed guidance to learners and to adapt promptly to individual learner's needs that are tracked at a fine grained level. Examples of such tutoring technologies included writing (but are not limited to)environments for guided inquiry learning, environments for collaborative problem solving or discussion, natural language processing and dialogue in tutoring systems, modeling and shaping affective states, interactive simulations of complex systems, ill-defined domains, and adaptive educational games. At their core, these systems rely on our basic knowledge of effective human tutoring. The book starts wi...
- ASIN: 1536140856
Intelligent Tutoring Systems: 15th International Conference, ITS 2019, Kingston, Jamaica, June 3-7, 2019, Proceedings (Lecture Notes in Computer Science)
Intelligent Tutoring Systems: 15th International Conference, ITS 2019,
This book constitutes the proceedings of the 15th International Conference on Intelligent Tutoring Systems, ITS 2019, held in Kingston, Jamaica, in June 2019. The 14 full papers and 13 short papers presented in this volume were carefully reviewed and selected from 42 submissions. In the back matter of the volume 4 poster papers are included. They deal with the use of advanced computer technologies and interdisciplinary research for enabling, supporting, and enhancing human learning.
- ASIN: 3030222438
Advances in Intelligent Tutoring Systems (Studies in Computational Intelligence)
Advances in Intelligent Tutoring Systems (Studies in Computational
May the Forcing Functions be with You: The Stimulating World of AIED and ITS Research It is my pleasure to write the foreword for Advances in Intelligent Tutoring S- tems. This collection, with contributions from leading researchers in the field of artificial intelligence in education (AIED), constitutes an overview of the many challenging research problems that must be solved in order to build a truly intel- gent tutoring system (ITS). The book not only describes some of the approaches and techniques that have been explored to meet these challenges, but also some of the systems that have actually been built and deployed in this effort. As discussed in the Introduction (Chapter 1), the terms “AIED” and “ITS” are often used int- changeably, and there is a large overlap in the researchers devoted to exploring this common field. In this foreword, I will use the term “AIED” to refer to the - search area, and the term “ITS” to refer to the particular kind of system that AIED researchers build. It has often been said that AIED is “AI-complete” in that to produce a tutoring system as sophisticated and effective as a human tutor requires solving the entire gamut of artificial intelligence research (AI) problems.
- ASIN: 3642143628
Enriching the student model in an intelligent tutoring system
Enriching the student model in an intelligent tutoring
The groundbreaking THE POST and BUSINESS BESTSELLER's theses that taught a generation how to earn more, save more, and live a rich life—now in a revised first edition. Buy as many lattes as you want. Choose the right accounts and investments so your money grows for you—automatically. Best of all, spend guilt-free on the things you love. All theses will show you:• How to crush your debt and student loans faster than you thought possible• How to set up no-fee, high-interest bank accounts that won’t gouge you for every penny• How to talk your way out of late fees (with word-for-word scripts)• How to save hundreds or even thousands per month (and still buy what you love)• A set-it-and-forget-it investment strategy that’s dead simple and beats financial advisors at their own game• How to handle buying a car or a house, paying for a wedding, having kids, and other big expenses—stress free• The exact words to use to negotiate a big raise at work• New tools• New insights on psychology• Amazing stories of how previous students the book to create their lives Master your money—and then get on with your life.
- ASIN: B07TKXDW64