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Intelligent tutoring system

About: Intelligent tutoring system is a research topic. Over the lifetime, 3472 publications have been published within this topic receiving 58217 citations. The topic is also known as: ITS.


Papers
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Book ChapterDOI
09 Jul 2013
TL;DR: The result suggests that students who treated the tutor as teammates saw more hints, exhibited reduced quick-guessing behavior and did not abuse hints while working together to solve math problems.
Abstract: This paper describes a method for improving students’ help-seeking behavior by creating a teammate relationship between intelligent tutors and students. Help seeking in intelligent tutors involves student self-regulation as described in learning theory and can be explored from the perspective of social psychology. We describe an experiment in which ninety-seven students were randomly assigned to treatment and control conditions and students in the treatment group were supported to relate to the Wayang Math Tutor as teammates by providing the help button named “Work Together”. The result suggests that students who treated the tutor as teammates saw more hints (asked for more hints), exhibited reduced quick-guessing behavior and did not abuse hints while working together to solve math problems.

13 citations

Patent
04 Dec 2008
TL;DR: In this paper, an intelligent tutoring system can be implemented using filters, predictive modeling, and a knowledge warehouse, which allows content to be dynamically selected for individualized presentation to a learner.
Abstract: An intelligent tutoring system can be implemented using filters, predictive modeling, and a knowledge warehouse, which allows content to be dynamically selected for individualized presentation to a learner. Such an intelligent tutoring system can be implemented using a variety of techniques, including polynomial vector equations in modeling, extensible markup language storage formats for presentation data, and a knowledge warehouse with information stored in data cubes.

13 citations

DOI
01 Jan 2012
TL;DR: This masters thesis investigates the use ofAugmented Reality to assist with training for manual assembly and maintenance tasks and finds that the new intelligent approach significantly improves the learning outcome over traditional Augmented Reality training methods that do not employ Intelligent Tutoring Systems.
Abstract: Augmented Reality can visually convey abstract concepts and 3D spatial information in context with real-world objects, which makes it an ideal tool for training and educational purposes. This masters thesis investigates the use of Augmented Reality to assist with training for manual assembly and maintenance tasks. Improving on prior research, this approach combines Augmented Reality with a robust Intelligent Tutoring System to provide a more effective learning experience. After developing a modular software framework, a prototype was created that teaches the user to assemble hardware components on a computer motherboard. A thorough evaluation of the prototype found that the new intelligent approach significantly improves the learning outcome over traditional Augmented Reality training methods that do not employ Intelligent Tutoring Systems.

13 citations

Book
22 Jun 2000
TL;DR: Invited Presentations.- Adaptive Hypermedia: From Intelligent Tutoring Systems to Web-Based Education.
Abstract: Invited Presentations.- Adaptive Hypermedia: From Intelligent Tutoring Systems to Web-Based Education.- Infrastructure for Future Network Learning.- Can We Learn from ITSs?.- Uncertainty, Utility, and Understanding.- Stereotypes, Student Models and Scrutability.- Life and Learning in the Electronic Village: The Importance of Localization for the Design of Environments to Support Learning.- Agent-Based Tutoring Systems.- Tutoring Diagnostic Problem Solving.- LAHYSTOTRAIN: Integration of Virtual Environments and ITS for Surgery Training.- Active Learner Modelling.- Training Teams with Collaborative Agents.- Evaluating an Animated Pedagogical Agent.- Multi-agent Negotiation to Support an Economy for Online Help and Tutoring.- The Collaborative System with Situated Agents for Activating Observation Learning.- Should I Teach My Computer Peer? Some Issues in Teaching a Learning Companion.- WHITE RABBIT - Matchmaking of User Profiles Based on Discussion Analysis Using Intelligent Agents.- Architectures for ITS.- Applying Patterns to ITS Architectures.- Andes: A Coached Problem Solving Environment for Physics.- A Collection of Pedagogical Agents for Intelligent Educational Systems.- DT Tutor: A Decision-TheoreticDynamic Approach for Optimal Selection of Tutorial Actions.- Experimenting Features from Distinct Software Components on a Single Platform.- Using Student Task and Learning Goals to Drive the Construction of an Authoring Tool for Educational Simulations.- Authoring Systems.- Using an ITS Authoring Tool to Explore Educators' Use of Instructional Strategies.- Is What You Write What You Get?: An Operational Model of Training Scenario.- Designing for Collaborative Discovery Learning.- Cognitive Approaches.- An Analysis of Multiple Tutoring Protocols.- Understandable Learner Models for a Sensorimotor Control Task.- Using Meta-Cognitive Conflicts to Support Group Problem Solving.- Cooperative Systems.- LeCS: A Collaborative Case Study System.- "Today's Talking Typewriter" Supporting Early Literacy in a Classroom Environment.- An Adaptive, Collaborative Environment to Develop Good Habits in Programming.- Distributed Learning Environments.- A Reflective CSCL Environment with Foundations Based on the Activity Theory.- How Can We Form Effective Collaborative Learning Groups?.- Evaluation of Instructional Systems.- Limitations of Student Control: Do Students Know when They Need Help?.- Further Results from the Evaluation of an Intelligent Computer Tutor to Coach Self-Explanation.- Analyzing and Generating Mathematical Models: An Algebra II Cognitive Tutor Design Study.- Intelligent Distance Learning.- A Coached Collaborative Learning Environment for Entity-Relationship Modeling.- Model of an Adaptive Support Interface for Distance Learning.- Agent's Contribution for an Asynchronous Virtual Classroom.- Intelligent Multimedia and Hypermedia Systems.- Theoretical and Practical Considerations for Web-Based Intelligent Language Tutoring Systems.- Adaptive Multimedia Interface for Users with Intellectual and Cognitive Handicaps.- Evaluating the Need for Intelligence in an Adaptive Hypermedia System.- Instructional Design.- Tailoring Feedback by Correcting Student Answers.- Design Principles for a System to Teach Problem Solving by Modelling.- Evolution of the Hypotheses Testing Approach in Intelligent Problem Solving Environments.- Learning Environments.- The Impact of Representation on Coaching Argument Analysis.- Bringing Scrutability to Adaptive Hypertext Teaching.- ITS Tools for Natural Language Dialogue: A Domain-Independent Parser and Planner.- Cooperative Agents to Track Learner's Cognitive Gap.- Agent-Mediated Language-Learning Environment Based on Communicative Gaps.- TEATRIX: Virtual Environment for Story Creation.- Fading and Deepening: The Next Steps for Andes and Other Model-Tracing Tutors.- An Intelligent Learning Environment for Novice Users of a GUI.- A System for Concerned Teaching of Musical Aural Skills.- Student Modeling.- Broader Bandwidth in Student Modeling: What if ITS Were "Eye"TS?.- Accretion Representation for Scrutable Student Modelling.- Using a Probabilistic Student Model to Control Problem Difficulty.- Adaptive Bayesian Networks for Multilevel Student Modelling.- Inspecting and Visualizing Distributed Bayesian Student Models.- The Explanation Agent.- Teaching and Learning Strategies.- The Conceptual Helper: An Intelligent Tutoring System for Teaching Fundamental Physics Concepts.- Macroadapting Animalwatch to Gender and Cognitive Differences with Respect to Hint Interactivity and Symbolism.- High-Level Student Modeling with Machine Learning.- Individualized Recommendations for Learning Strategy Use.- An Empirical Approach to On-Line Learning in SIETTE.- Cooperative Problem-Seeking Dialogues in Learning.- Web-Based Training Systems.- Course Sequencing for Static Courses? Applying ITS Techniques in Large-Scale Web-Based Education.- Modelling the Instructor in a Web-Based Authoring Tool for Algebra-Related ITSs.- Poster Papers.- Improving Story Choice in a Reading Tutor That Listens.- Using Computer Algebra for Rapid Development of ITS Components in Engineering.- Supporting Discovery Learning in Building Neural Network Models.- A Cognitive Model for Automatic Narrative Summarization in a Self-Educational System.- Didactic Situations as Multifaceted Theoretical Objects.- The Use of Constraint Logic Programming in the Development of Adaptive Tests.- An Ontological Approach for Design and Evaluation of Tutoring Systems.- Training Scenarios Generation Tools for an ITS to Control Center Operators.- Multiple Paradigms for a Generic Diagnostic Proposal.- A Description Formalism for Complex Questionnaires.- Assisting Planning in Computer-Mediated Explorative Problem-Solving.- Annotating Exploration History and Knowledge Mapping for Learning with Web-Based Resources.- Collaborative Learning Environment which Enforces Students to Induce Ideas.- Adaptive Support for Brain Deficits in Special Education.- Student Modelling and Interface Design in SIAL.- A Reification of a Strategy for Geometry Theorem Proving.- VLab: An Environment for Teaching Behavioral Modeling.- Workshops.- W1 - Modeling Human Teaching Tactics and Strategies.- W2 - Adaptive and Intelligent Web-Based Education Systems.- W3 - Applying Machine Learning to ITS Design/Construction.- W4 - Collaborative Discovery Learning in the Context of Simulations.- W5 - Case-Based Reasoning in Intelligent Training Systems.- W6 - Learning Algebra with the Computer, a Transdisciplinary Workshop.- W7 - Advanced Instructional Design for Complex Safety Critical & Emergency Training.- Young Researchers Track.

13 citations

Proceedings ArticleDOI
06 Nov 2002
TL;DR: A prototype lesson on PLC timer instructions was developed using an intelligent tutoring system authoring tool, animations, and presentation software and rated positively in terms of its ease of use and understanding.
Abstract: A web-based learning system is being developed to teach students about programmable logic controllers (PLCs). This system will ultimately incorporate intelligent tutoring system, simulation, animation, and hardware emulation technologies. This article describes the development and evaluation of a prototype lesson on PLC timer instructions. The lesson was developed using an intelligent tutoring system authoring tool, animations, and presentation software. The evaluation was conducted with 90 undergraduate manufacturing engineering students. Students made statistically significant learning gains as a result of taking the lesson, and rated it positively in terms of its ease of use and understanding, clear objectives, amount of interaction, ability to motivate, relevance, and pace.

13 citations


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Performance
Metrics
No. of papers in the topic in previous years
YearPapers
202322
202244
202199
2020110
2019138
2018165