Artificial Intelligence in Education :Building Technology Rich Learning Contexts that Work ( Frontiers in Artificial Intelligence and Applications )

Publication subTitle :Building Technology Rich Learning Contexts that Work

Publication series : Frontiers in Artificial Intelligence and Applications

Author: Luckin R.;Koedinger K.R.;Greer J.  

Publisher: Ios Press‎

Publication year: 2007

E-ISBN: 9781607502586

P-ISBN(Paperback): 9781586037642

Subject: TP Automation Technology , Computer Technology

Keyword: 自动化技术、计算机技术

Language: ENG

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Description

The nature of technology has changed since Artificial Intelligence in Education (AIED) was conceptualised as a research community and Interactive Learning Environments were initially developed. Technology is smaller, more mobile, networked, pervasive and often ubiquitous as well as being provided by the standard desktop PC. This creates the potential for technology supported learning wherever and whenever learners need and want it. However, in order to take advantage of this potential for greater flexibility we need to understand and model learners and the contexts with which they interact in a manner that enables us to design, deploy and evaluate technology to most effectively support learning across multiple locations, subjects and times. The AIED community has much to contribute to this endeavour. This publication contains papers, posters and tutorials from the 2007 Artificial Intelligence in Education conference in Los Angeles, CA, USA.

Chapter

Exploring Neural Trajectories of Scientific Problem Solving Skill Acquisition

Pedagogical Agents

Tools for Authoring a Dialogue Agent that Participates in Learning Studies

Changing Attitudes and Performance with Computer-Generated Social Models

Pedagogical Agents Trying on a Caring Mentor Role

Serious Use of a Serious Game for Language Learning

Representation

Helping Courseware Authors to Build Ontologies: The Case of TM4L

VL-PATSy: Facilitating Vicarious Learning via Intelligent Resource Provision

'Tis Better to Construct Than to Receive? The Effects of Diagram Tools on Causal Reasoning

Evaluating Legal Argument Instruction with Graphical Representations Using LARGO

Motivation

Relating Machine Estimates of Students' Learning Goals to Learning Outcomes: A DBN Approach

MathGirls: Toward Developing Girls' Positive Attitude and Self-Efficacy Through Pedagogical Agents

Content Matters: An Investigation of Feedback Categories Within an ITS

Does Learner Control Affect Learning?

Emotion and Affect

Affect and Usage Choices in Simulation Problem-Solving Environments

Getting Under the Skin of Learners: Tools for Evaluating Emotional Experience

Mind and Body: Dialogue and Posture for Affect Detection in Learning Environments

Towards Predictive Modelling of Student Affect from Web-Based Interactions

Metacognition

The Dynamic Nature of Self-Regulatory Behavior in Self-Regulated Learning and Externally-Regulated Learning Episodes

The Influence of External-Regulation on Student Generated Questions During Hypermedia Learning

Repairing Disengagement with Non-Invasive Interventions

Can Help Seeking Be Tutored? Searching for the Secret Sauce of Metacognitive Tutoring

ITS, Feedback and Scaffolding

Using Item Response Theory (IRT) to Select Hints in an ITS

What Level of Tutor Interaction Is Best?

Evaluating ACED: The Impact of Feedback and Adaptivity on Learning

Modeling Learning Patterns of Students with a Tutoring System Using Hidden Markov Models

Exploring Alternative Methods for Error Attribution in Learning Curves Analysis in Intelligent Tutoring Systems

Learning by Problem-Posing as Sentence-Integration and Experimental Use

Dialog Convergence and Learning

Comparing Linguistic Features for Modeling Learning in Computer Tutoring

Learner Modelling

Comparing Student-Constructed Open Learner Model Presentations to the Domain

Translation of Overlay Models of Student Knowledge for Relative Domains Based on Domain Ontology Mapping

Bootstrapping Accurate Learner Models from Electronic Portfolios

Linguistics and Language Technology

Combining Bayesian Networks and Formal Reasoning for Semantic Classification of Student Utterances

A Spoken Translation Game for Second Language Learning

English ABLE

Using Machine Learning Techniques to Analyze and Support Mediation of Student E-Discussions

Linguistics and Language Technology, Tutorial Dialogues

Analyzing the Coherence and Cohesion in Human Tutorial Dialogues when Learning with Hypermedia

Beyond the Code-and-Count Analysis of Tutoring Dialogues

Profiling Student Interactions in Threaded Discussions with Speech Act Classifiers

The Influence of Learner Characteristics on Task-Oriented Tutorial Dialogue

Collaboration

Measuring the Effect of Collaboration in an Assessment Environment

Tutorial Dialogue as Adaptive Collaborative Learning Support

Creating Contexts for Productive Peer Collaboration: Some Design Considerations

Who Says Three's a Crowd? Using a Cognitive Tutor to Support Peer Tutoring

Course-Based Experimentation

Accelerated Future Learning via Explicit Instruction of a Problem Solving Strategy

Explaining Self-Explaining: A Contrast Between Content and Generation

Out of the Lab and into the Classroom: An Evaluation of Reflective Dialogue in Andes

Can a Polite Intelligent Tutoring System Lead to Improved Learning Outside of the Lab?

Authoring Tools and Ontologies

Lowering the Bar for Creating Model-Tracing Intelligent Tutoring Systems

Constraint Authoring System: An Empirical Evaluation

Taking Advantage of the Semantics of a Lesson Graph Based on Learning Objects

Predicting Students' Performance with SimStudent: Learning Cognitive Skills from Observation

Data Mining

Investigating Generative Factors of Score Matrices

How Did the e-Learning Session Go? The Student Inspector

Can a Computer Listen for Fluctuations in Reading Comprehension?

Empowering Researchers to Detect Interaction Patterns in e-Collaboration

Is Over Practice Necessary? - Improving Learning Efficiency with the Cognitive Tutor Through Educational Data Mining

Posters

Benefits of Handwritten Input for Students Learning Algebra Equation Solving

Extension of IMS-QTI to Express Constraints on Template Variables in Mathematics Exercises

Do Various Self-Regulatory Processes Predict Different Hypermedia Learning Outcomes?

Assessing Learning in a Peer-Driven Tutoring System

Evaluating a Collaborative Constraint-Based Tutor for UML Class Diagrams

Intelligent Tutoring and Human Tutoring in Small Groups: An Empirical Comparison

Student Motivation and Performance in Scientific Problem Solving Simulations

Developing a Text Support Tool for English Language Learners

On Issues of Feature Extraction in Chinese Automatic Essay Scoring System

Domain-Specific and Domain-Independent Interactive Behaviors in Andes

Porting an Intelligent Tutoring System Across Domains

Learning from Collaboratively Observing Videos During Problem Solving with Andes

Linking Educational Materials to Encyclopedic Knowledge

Verification of Proof Steps for Tutoring Mathematical Proofs

Motivationally Intelligent Systems: Diagnosis and Feedback

Choosing Reading Passages for Vocabulary Learning by Topic to Increase Intrinsic Motivation

Emotions and Learning with AutoTutor

Standard-Compliant Scenario Building with Theoretical Justification in a Theory-Aware Authoring Tool

Using Multinets for Learner Modelling

Using Ontologies for an Effective Design of Collaborative Learning Activities

Topic Initiative in a Simulated Peer Dialogue Agent

Mirroring of Group Activity to Support Learning as Participation

Open Learner Models: Opinions of School Education Professionals

Novel Tools for Assessing Student Discussions: Modeling Threads and Participant Roles Using Speech Act and Course Topic Analysis

Evaluating of a Scaffolding System for Supporting Less Experienced Feedback Givers

The Effect of Open Student Model on Learning: A Study

The Effects of Error-Flagging in a Tutor on Expression Evaluation

Paragraph Development Schemata to Support English Composition

Understanding Student Answers in Introductory Physics Courses

Learning Tutorial Rules Using Classification Based on Associations

The Effect of Problem Templates on Learning in Intelligent Tutoring Systems

Situation Creator: A Pedagogical Agent Creating Learning Opportunities

Fitting Spatial Ability into Intelligent Tutoring Systems Development

Further Evidence for the Deep-Level Reasoning Question Effect

A Framework for Problem-Solving Knowledge Mining from Users' Actions

Analyzing Fine-Grained Skill Models Using Bayesian and Mixed Effect Methods

Automated Assessment of Problem Difficulty in Mathematical Analysis

Automatically Generated Inspectable Learning Models for Students

In-Game Help in the Tactical Language Training System

Supporting Learning Design via Dynamic Generation of Learning Routes in ADAPTAPlan

Developing Seamless Learning Environment for Primary Science Education

Optimizing Student Models for Causality

Sun Seeking: Interactive Story-Reading Through Different Media

Effect of Metacognitive Support on Student Behaviors in Learning by Teaching Environments

A Multi-Dimensional Paper Recommender

Learners' Self-Organization as a First-Class Concern for CSCL Macro-Scripts

Supporting Collaborative Idea Generation: A Closer Look Using Statistical Process Analysis Techniques

Context Based Classification for Automatic Collaborative Learning Process Analysis

Towards a General Model for Supporting Explanations to Enhance Learning

Atomic Dynamic Bayesian Networks for a Responsive Student Model

The Distribution of Student Errors Across Schools: An Initial Study

Towards Learning Knowledge Objects

Young Researchers' Track Abstracts

Toward a Generic Cognitive Model of Knowledge Representation - A Case Study of Problem Solving in DC Electrical Circuits

Students' Conception of Knowledge and Its Link to Knowledge Monitoring in Ill-Structured Subjects: The Potential of Representational Tools to Support Learning

Learning Engagement: What Actions of Learners Could Best Predict It?

Adaptive Generation of Feedback in a Learning Environment with Smart Objects

Towards Promoting Meta-Cognition Using Emotive Interface Personas Within Open-Learner Modelling Environments

Towards a Virtual Teaching Assistant to Answer Questions Asked by Students in Introductory Computer Science

Exploring Narrative as a Cognitive Aid in Educational Video Games

Coping with Frustration: Self-Efficacy Modelling and Empathetic Companion Agents

Modeling Engagement in Educational Adaptive Hypermedia

Applying Learning Factors Analysis to Build Stereotypic Student Models

A Student Model Based on Item Response Theory for TuTalk, a Tutorial Dialogue Agent

Automating the Generation of Student Models for Intelligent Tutoring Systems

Supporting Learning in Games with an Open Learner Model

Developing a General Model for Supporting Explanations

Incorporating Reflection Prompts into Learning-by-Teaching Environment to Foster Reflective Student Teacher

Are We Asking the Right Questions? Understanding Which Tasks Lead to the Robust Learning of the English Article System

Workshop Summaries

AIED Applications in Ill-Defined Domains

Assessment of Group and Individual Learning Through Intelligent Visualization (AGILeViz)

The Design of AIED Systems: Learner-Centred and Design Pattern Approaches

Educational Data Mining Workshop

Emerging Technologies for Inquiry-Based Learning in Science

From Communities of Interest to Social Learning Communities

Modeling and Scaffolding Affective Experiences to Impact Learning

Narrative Learning Environments

SWEL'07: International Workshop on Ontologies and Semantic Web Services for Intelligent Distributed Educational Systems

Workshop on Metacognition and Self-Regulated Learning in ITSs

Tutorial Abstracts

Authoring Constraint-Based Tutoring Systems

Developing Agent-Based AIEd Systems Under the Perspective of the Semantic Web

Mediating Conceptual Knowledge with Qualitative Reasoning Technology

Rapidly Creating a Tutorial Dialogue System Using the TuTalk Tool Suite

TagHelper Tools: Tools for Supporting the Analysis of Verbal Data

Interactive Events Summaries

Interactive Event: Ontological Domain Modeling of Constraint-Based ITS

Tactical Language and Culture Training System: Learn and Author

Author Index

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