This book constitutes the refereed proceedings of the 9th International Conference on Intelligent Tutoring Systems, ITS 2008, held in Montreal, Canada, in June 2008.
The 63 revised full papers and 61 poster papers presented together with abstracts of 5 keynote talks were carefully reviewed and selected from 207 submissions. The papers are organized in topical sections on emotion and affect, tutor evaluation, student modeling, machine learning, authoring tools , tutor feedback and intervention, data mining, e-learning and Web-based ITS, natural language techniques and dialogue, narrative tutors and games, semantic Web and ontology, cognitive models, and collaboration.
Author(s): Allan M. Collins (auth.), Beverley P. Woolf, Esma Aïmeur, Roger Nkambou, Susanne Lajoie (eds.)
Series: Lecture Notes in Computer Science 5091
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2008
Language: English
Pages: 832
Tags: Computers and Education; Multimedia Information Systems; User Interfaces and Human Computer Interaction; Artificial Intelligence (incl. Robotics); Information Systems Applications (incl.Internet)
Front Matter....Pages -
Rethinking Education in the Age of Technology....Pages 1-2
Life-Long Learning, Learner Models and Augmented Cognition....Pages 3-5
Intelligent Training Systems: Lessons Learned from Building Before It Is Time....Pages 6-6
The Interaction Plateau: Answer-Based Tutoring < Step-Based Tutoring = Natural Tutoring....Pages 7-7
Social Learning Environments: New Challenges for AI in Education....Pages 8-8
Self Versus Teacher Judgments of Learner Emotions During a Tutoring Session with AutoTutor....Pages 9-18
Towards Emotionally-Intelligent Pedagogical Agents....Pages 19-28
Viewing Student Affect and Learning through Classroom Observation and Physical Sensors....Pages 29-39
Comparing Learners’ Affect While Using an Intelligent Tutoring System and a Simulation Problem Solving Game....Pages 40-49
What Are You Feeling? Investigating Student Affective States During Expert Human Tutoring Sessions....Pages 50-59
Responding to Student Uncertainty During Computer Tutoring: An Experimental Evaluation....Pages 60-69
How Does an Intelligent Learning Environment with Novel Design Affect the Students’ Learning Results?....Pages 70-79
Learning Linked Lists: Experiments with the iList System....Pages 80-89
Re-evaluating LARGO in the Classroom: Are Diagrams Better Than Text for Teaching Argumentation Skills?....Pages 90-100
Automatic Multi-criteria Assessment of Open-Ended Questions: A Case Study in School Algebra....Pages 101-110
Why Tutored Problem Solving May be Better Than Example Study: Theoretical Implications from a Simulated-Student Study....Pages 111-121
A Case Study Empirical Comparison of Three Methods to Evaluate Tutorial Behaviors....Pages 122-131
Children’s Interactions with Inspectable and Negotiated Learner Models....Pages 132-141
Using Similarity Metrics for Matching Lifelong Learners....Pages 142-151
Developing a Computer-Supported Tutoring Interaction Component with Interaction Data Reuse....Pages 152-161
Towards Collaborative Intelligent Tutors: Automated Recognition of Users’ Strategies....Pages 162-172
Automatic Generation of Fine-Grained Representations of Learner Response Semantics....Pages 173-183
Automatic Construction of a Bug Library for Object-Oriented Novice Java Programmer Errors....Pages 184-193
Helping Teachers Build ITS with Domain Schema....Pages 194-203
Evaluating an Authoring Tool for Model-Tracing Intelligent Tutoring Systems....Pages 204-215
Open Community Authoring of Targeted Worked Example Problems....Pages 216-227
Agent Shell for the Development of Tutoring Systems for Expert Problem Solving Knowledge....Pages 228-238
Balancing Cognitive and Motivational Scaffolding in Tutorial Dialogue....Pages 239-249
Assessing the Impact of Positive Feedback in Constraint-Based Tutors....Pages 250-259
The Dynamics of Self-regulatory Processes within Self-and Externally Regulated Learning Episodes During Complex Science Learning with Hypermedia....Pages 260-269
The Politeness Effect in an Intelligent Foreign Language Tutoring System....Pages 270-280
Investigating the Relationship between Spatial Ability and Feedback Style in ITSs....Pages 281-290
Individualizing Tutoring with Learning Style Based Feedback....Pages 291-301
Use of Agent Prompts to Support Reflective Interaction in a Learning-by-Teaching Environment....Pages 302-311
A Standard Method of Developing User Interfaces for a Generic ITS Framework....Pages 312-322
Helping Teachers Handle the Flood of Data in Online Student Discussions....Pages 323-332
What’s in a Cluster? Automatically Detecting Interesting Interactions in Student E-Discussions....Pages 333-342
Scaffolding On-Line Discussions with Past Discussions: An Analysis and Pilot Study of PedaBot....Pages 343-352
How Who Should Practice: Using Learning Decomposition to Evaluate the Efficacy of Different Types of Practice for Different Types of Students....Pages 353-362
How Does Students’ Help-Seeking Behaviour Affect Learning?....Pages 363-372
Toward Automatic Hint Generation for Logic Proof Tutoring Using Historical Student Data....Pages 373-382
Does Help Help? Introducing the Bayesian Evaluation and Assessment Methodology....Pages 383-394
Using Knowledge Discovery Techniques to Support Tutoring in an Ill-Defined Domain....Pages 395-405
More Accurate Student Modeling through Contextual Estimation of Slip and Guess Probabilities in Bayesian Knowledge Tracing....Pages 406-415
Interoperable Competencies Characterizing Learning Objects in Mathematics....Pages 416-425
Comparing Classroom Problem-Solving with No Feedback to Web-Based Homework Assistance....Pages 426-437
Harnessing Learner’s Collective Intelligence: A Web2.0 Approach to E-Learning....Pages 438-447
Bridging the Gap between ITS and eLearning: Towards Learning Knowledge Objects....Pages 448-458
Semantic Cohesion and Learning....Pages 459-469
Dialogue Modes in Expert Tutoring....Pages 470-479
Seeing the Face and Observing the Actions: The Effects of Nonverbal Cues on Mediated Tutoring Dialogue....Pages 480-489
Affective Transitions in Narrative-Centered Learning Environments....Pages 490-499
Word Sense Disambiguation for Vocabulary Learning....Pages 500-509
Student Note-Taking in Narrative-Centered Learning Environments: Individual Differences and Learning Effects....Pages 510-519
Assessing Aptitude for Learning with a Serious Game for Foreign Language and Culture....Pages 520-529
Story-Based Learning: The Impact of Narrative on Learning Experiences and Outcomes....Pages 530-539
An Architecture for Combining Semantic Web Techniques with Intelligent Tutoring Systems....Pages 540-550
The Use of Ontologies to Structure and Support Interactions in LOR....Pages 551-562
Leveraging the Social Semantic Web in Intelligent Tutoring Systems....Pages 563-572
Structurization of Learning/Instructional Design Knowledge for Theory-Aware Authoring Systems....Pages 573-582
Expanding the Plausible Solution Space for Robustness in an Intelligent Tutoring System....Pages 583-592
Using Optimally Selected Drill Practice to Train Basic Facts....Pages 593-602
Eliminating the Gap between the High and Low Students through Meta-cognitive Strategy Instruction....Pages 603-613
Using Hidden Markov Models to Characterize Student Behaviors in Learning-by-Teaching Environments....Pages 614-625
To Tutor the Tutor: Adaptive Domain Support for Peer Tutoring....Pages 626-635
Shall We Explain? Augmenting Learning from Intelligent Tutoring Systems and Peer Collaboration....Pages 636-645
Theory-Driven Group Formation through Ontologies....Pages 646-655
Self-assessment in Vocabulary Tutoring....Pages 656-658
Automatically Generating and Validating Reading-Check Questions....Pages 659-661
Dynamic Browsing of Audiovisual Lecture Recordings Based on Automated Speech Recognition....Pages 662-664
Agent-Based Framework for Affective Intelligent Tutoring Systems....Pages 665-667
Measuring the Perceived Difficulty of a Lecture Using Automatic Facial Expression Recognition....Pages 668-670
Minimal Feedback During Tutorial Dialogue....Pages 671-673
Can Students Edit Their Learner Model Appropriately?....Pages 674-676
When Is Assistance Helpful to Learning? Results in Combining Worked Examples and Intelligent Tutoring....Pages 677-680
Enabling Reputation-Based Trust in Privacy-Enhanced Learning Systems....Pages 681-683
Authoring Educational Games with Greenmind....Pages 684-686
An Experimental Use of Learning Environment for Problem-Posing as Sentence-Integration in Arithmetical Word Problems....Pages 687-689
Automatic Analyses of Cohesion and Coherence in Human Tutorial Dialogues During Hypermedia: A Comparison among Mental Model Jumpers....Pages 690-692
Interface Challenges for Mobile Tutoring Systems....Pages 693-695
Agora UCS Ubiquitous Collaborative Space....Pages 696-698
Adapte, a Tool for the Teacher to Personalize Activities....Pages 699-701
Framework for a Competency-Driven, Multi-viewpoint, and Evolving Learner Model....Pages 702-705
Use Chatbot CSIEC to Facilitate the Individual Learning in English Instruction: A Case Study....Pages 706-708
Using an Adaptive Collaboration Script to Promote Conceptual Chemistry Learning....Pages 709-711
Towards an Intelligent Emotional Detection in an E-Learning Environment....Pages 712-714
How Do We Get the Pieces to Talk? An Architecture to Support Interoperability between Educational Tools....Pages 715-718
Cognitive Load Estimation for Optimizing Learning within Intelligent Tutoring Systems....Pages 719-721
Investigating Learner Trust in Open Learner Models Using a ’Wizard of Oz’ Approach....Pages 722-724
Personalized Learning Path Delivery: Models and Example of Application....Pages 725-727
Semi Automatic Generation of Didactic Resources from Existing Documents....Pages 728-730
An Evaluation of Intelligent Reading Tutors....Pages 731-733
An Intelligent Web-Based Learning System for Group Collaboration Using Contracts....Pages 734-736
An Adaptive and Customizable Feedback System for Intelligent Interactive Learning Systems....Pages 737-739
Detection of Learning Styles from Learner’s Browsing Behavior During E-Learning Activities....Pages 740-742
Analyzing Learners’ Self-organization in Terms of Co-construction, Co-operation and Co-ordination....Pages 743-745
Authoring Mobile Intelligent Tutoring Systems....Pages 746-748
XTutor: An Intelligent Tutor System for Science and Math Based on Excel....Pages 749-751
Tying Ontologies to Domain Contents for CSCL....Pages 752-754
One Exercise – Various Tutorial Strategies....Pages 755-757
Bi-directional Search for Bugs: A Tool for Accelerating Knowledge Acquisition for Equation-Based Tutoring Systems....Pages 758-762
Design of a System for Automated Generation of Problem Fields....Pages 763-765
Lessons Learned from Scaling Up a Web-Based Intelligent Tutoring System....Pages 766-770
Tailoring of Feedback in Web-Based Learning: The Role of Response Certitude in the Assessment....Pages 771-773
Trying to Reduce Bottom-Out Hinting: Will Telling Student How Many Hints They Have Left Help?....Pages 774-778
Leveraging C-Rater’s Automated Scoring Capability for Providing Instructional Feedback for Short Constructed Responses....Pages 779-783
An Authoring Tool That Facilitates the Rapid Development of Dialogue Agents for Intelligent Tutoring Systems....Pages 784-786
Using an Emotional Intelligent Agent to Reduce Resistance to Change....Pages 787-789
Story Generation to Accelerate Math Problem Authoring for Practice and Assessment....Pages 790-792
Supporting the Guide on the SIDE....Pages 793-795
Comparing Two IRT Models for Conjunctive Skills....Pages 796-798
The Effect of Providing Error-Flagging Support During Testing....Pages 799-802
Cognitive Tutoring System with "Consciousness"....Pages 803-806
It’s Not Easy Being Green: Supporting Collaborative “Green Design” Learning....Pages 807-809
Cognitive and Technical Artefacts for Supporting Reusing Learning Scenario Patterns....Pages 810-812
Integration of a Complex Learning Object in a Web-Based Interactive Learning System....Pages 813-815
Semantic Web Reasoning Tutoring Agent....Pages 816-818
An Affective Behavior Model for Intelligent Tutors....Pages 819-821
Decision Tree for Tracking Learner’s Emotional State Predicted from His Electrical Brain Activity....Pages 822-824
Toward Supporting Collaborative Discussion in an Ill-Defined Domain....Pages 825-827
Back Matter....Pages -