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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 volumes 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 Volumes 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 the team ITS requirements for long term space travel. The final chapter summarizes and integrates lessons learned and provides recommendations for future research and development.
Intelligent tutoring systems. --- ICAI (Computer-assisted instruction) --- Intelligent computer-assisted instruction --- ITS (Computer-assisted instruction) --- Knowledge-based tutoring systems --- Tutoring systems, Intelligent --- Computer-assisted instruction --- Expert systems (Computer science) --- Intelligent tutoring systems --- Organizational learning --- Employees --- Employee development --- Employee training --- Employees, Training of --- In-service training --- Inservice training --- On-the-job training --- Training of employees --- Training within industry --- Vestibule schools --- Occupational training --- Employer-supported education --- Learning organizations --- Learning --- Communities of practice --- Knowledge management --- CAI (Computer-assisted instruction) --- Computer-aided instruction --- Computer-assisted learning --- Computer based instruction --- Computer-enhanced learning --- Electronic data processing in programmed instruction --- ILSs (Integrated learning systems) --- Integrated learning systems --- Microcomputer-aided instruction --- Microcomputer-assisted instruction --- Microcomputer-assisted learning --- Microcomputer-based instruction --- Teaching --- Education --- Educational technology --- Programmed instruction --- Telematics --- Training of --- Data processing --- E-books --- Computer-assisted instruction. --- Business & Economics --- Management & management techniques. --- Human Resources & Personnel Management.
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The idea for this book on Intelligent Tutoring Systems (ITS) was sparked by the success of the ITS’08 international conference. The number of presentations and their quality bore witness to the vitality and maturity of the field, and the enthusiasm of the participants held out a promise of sustainability and innovative research. Long life to ITS research! The book is divided into five parts. The introductory chapters to these parts, which summarize foundations, developments, strengths and weaknesses in each of the areas covered, are addressed to all readers. For those who want more in-depth knowledge, we give the floor to researchers who present their work, their results, and their view of what the future holds. It is our hope that all readers will find the book informative and thought-provoking.
Intelligent tutoring systems --- Artificial intelligence --- Civil & Environmental Engineering --- Engineering & Applied Sciences --- Education --- Applied Mathematics --- Civil Engineering --- Theory & Practice of Education --- Social Sciences --- Educational applications --- Intelligent tutoring systems. --- Computer-assisted instruction. --- Human-computer interaction. --- Artificial intelligence. --- Educational technology. --- Instructional technology --- Technology in education --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Computer-human interaction --- Human factors in computing systems --- Interaction, Human-computer --- CAI (Computer-assisted instruction) --- Computer-aided instruction --- Computer-assisted learning --- Computer based instruction --- Computer-enhanced learning --- Electronic data processing in programmed instruction --- ILSs (Integrated learning systems) --- Integrated learning systems --- Microcomputer-aided instruction --- Microcomputer-assisted instruction --- Microcomputer-assisted learning --- Microcomputer-based instruction --- Teaching --- ICAI (Computer-assisted instruction) --- Intelligent computer-assisted instruction --- ITS (Computer-assisted instruction) --- Knowledge-based tutoring systems --- Tutoring systems, Intelligent --- Data processing --- Computer science. --- Computer-aided engineering. --- Applied mathematics. --- Engineering mathematics. --- Computer Science. --- Computer-Aided Engineering (CAD, CAE) and Design. --- Appl.Mathematics/Computational Methods of Engineering. --- Artificial Intelligence (incl. Robotics). --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Engineering --- Engineering analysis --- Mathematical analysis --- CAE --- Informatics --- Science --- Mathematics --- Technology --- Educational innovations --- Instructional systems --- Human engineering --- User-centered system design --- User interfaces (Computer systems) --- Educational technology --- Programmed instruction --- Telematics --- Computer-assisted instruction --- Expert systems (Computer science) --- Aids and devices --- Computer aided design. --- Mathematical and Computational Engineering. --- Artificial Intelligence. --- CAD (Computer-aided design) --- Computer-assisted design --- Computer-aided engineering --- Design
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