Learning Procedural Knowledge from User Solutions to Ill-Defined Tasks in a Simulated Robotic Manipulator

[1]  Neil T. Heffernan,et al.  Applying Machine Learning Techniques to Rule Generation in Intelligent Tutoring Systems , 2004, Intelligent Tutoring Systems.

[2]  Tiffany Barnes,et al.  Toward Automatic Hint Generation for Logic Proof Tutoring Using Historical Student Data , 2008, Intelligent Tutoring Systems.

[3]  Simon Fraser.  MULTI-DIMENSIONAL SEQUENTIAL PATTERN MINING , 2001 .

[4]  Cláudia Antunes.  Acquiring Background Knowledge for Intelligent Tutoring Systems , 2008, EDM.

[5]  Vincent Aleven,et al.  The Cognitive Tutor Authoring Tools (CTAT): Preliminary Evaluation of Efficiency Gains , 2006, Intelligent Tutoring Systems.

[6]  Herbert A. Simon,et al.  Information-Processing Theory of Human Problem Solving , 1978 .

[7]  Panida Songram,et al.  Closed Multidimensional Sequential Pattern Mining , 2006, Third International Conference on Information Technology: New Generations (ITNG'06).

[8]  Engelbert Mephu Nguifo,et al.  Using Knowledge Discovery Techniques to Support Tutoring in an Ill-Defined Domain , 2008, Intelligent Tutoring Systems.

[9]  Petra Perner,et al.  Data Mining - Concepts and Techniques , 2002, Künstliche Intell..

[10]  Ramakrishnan Srikant,et al.  Mining sequential patterns , 1995, Proceedings of the Eleventh International Conference on Data Engineering.

[11]  Philippe Fournier-Viger,et al.  Evaluating Spatial Representations and Skills in a Simulator-Based Tutoring System , 2008, IEEE Transactions on Learning Technologies.

[12]  Mária Bieliková,et al.  Improving adaptation in web-based educational hypermedia by means of knowledge discovery , 2005, HYPERTEXT '05.

[13]  Jiawei Han,et al.  Frequent Closed Sequence Mining without Candidate Maintenance , 2007, IEEE Transactions on Knowledge and Data Engineering.

[14]  Lars Bollen,et al.  Bootstrapping Novice Data: Semi-Automated Tutor Authoring Using Student Log Files , 2004 .

[15]  Judy Kay,et al.  Clustering and Sequential Pattern Mining of Online Collaborative Learning Data , 2009, IEEE Transactions on Knowledge and Data Engineering.

[16]  Roger Nkambou,et al.  Path-Planning for Autonomous Training on Robot Manipulators in Space , 2005, IJCAI.

[17]  Hayato Yamana,et al.  Generalized Sequential Pattern Mining with Item Intervals , 2006, J. Comput..

[18]  Tom Routen,et al.  Intelligent Tutoring Systems , 1996, Lecture Notes in Computer Science.

[19]  Xiao Ma,et al.  CISpan: Comprehensive Incremental Mining Algorithms of Closed Sequential Patterns for Multi-Versional Software Mining , 2008, SDM.

[20]  Tanja Mitrovic,et al.  Constraint-based tutors: a success story , 2001, AIED.

[21]  Kenneth R. Koedinger,et al.  Predicting Students' Performance with SimStudent: Learning Cognitive Skills from Observation , 2007, AIED.

[22]  Antonija Mitrovic,et al.  Constraint Authoring System: An Empirical Evaluation , 2007, AIED.

[23]  Engelbert Mephu Nguifo,et al.  A Knowledge Discovery Framework for Learning Task Models from User Interactions in Intelligent Tutoring Systems , 2009, ArXiv.

[24]  Stephen B. Blessing,et al.  A Programming by Demonstration Authoring Tool for Model-Tracing Tutors , 2003 .

[25]  Wei Wang,et al.  Learning portfolio analysis and mining in SCORM compliant environment , 2004, 34th Annual Frontiers in Education, 2004. FIE 2004..

[26]  Sebastián Ventura,et al.  Mining and Visualizing Visited Trails in Web-Based Educational Systems , 2008, EDM.

[27]  Vincent Aleven,et al.  Defining "Ill-Defined Domains"; A literature survey. , 2006 .

[28]  Philippe Fournier-Viger,et al.  How emotional mechanism helps episodic learning in a cognitive agent , 2009, 2009 IEEE Symposium on Intelligent Agents.