Publications

Discussion Data Mining (Discussion-Bot)

• Jihie Kim, Erin Shaw, Sujith Ravi, Erin Tavano, Aniwat Arromratana, and Pankaj Sarda, Scaffolding On-line Discussions with Past Discussions: An Analysis and Pilot Study of PedaBot, The 9th International Conference on Intelligent Tutoring Systems Conference (ITS 2008), 2008.

• Jihie Kim, Erin Shaw, Erin Tavano, Aniwat Arromratana, Pankaj Sarda, and Carole Beal, Towards automatic scaffolding of on-line discussions in engineering courses, American Educational Research Association (AERA 2008), 2008.

• Sujith Ravi and Jihie Kim, Profiling Student Interactions in Threaded Discussions with Speech Act Classifiers, Proceedings of the AI in Education Conference, 2007.

• Sujith Ravi, Jihie Kim, and Erin Shaw (2007), Mining On-line Discussions: Assessing Technical Quality for Student Scaffolding and Classifying Messages for Participation Profiling, Educational Data Mining workshop in AIED2007.

• Jihie Kim, Erin Shaw, Grace Chern and Roshan Herbert, Novel tools for assessing student discussions: Modeling threads and participant roles using speech act and course topic analysis, Proceedings of the AI in Education Conference (poster), 2007.

• Jihie Kim, Grace Chern, Erin Shaw, and Donghui Feng, Erin Shaw, An Intelligent Discussion-Bot for Guiding Student Interactions in Threaded Discussions , Proceedings of the AAAI 2007 Spring Symposium on Interaction Challenges for Intelligent Assistants, 2007.

• Jihie Kim, Grace Chern, and Erin Shaw, Towards automatic assessment of on-line discussions: Analyzing student "speech acts" , American Educational Research Association (AERA 2007), 2007.

• Donghui Feng, Jihie Kim, Erin Shaw, and Ed Hovy, Towards Modeling Threaded Discussions through Ontology-based Analysis, In Proceedings of National Conference on Artificial Intelligence (AAAI-2006) , 2006.

• Donghui Feng, Erin Shaw, Jihie Kim, and Ed Hovy, Learning to Detect Conversation Focus of Threaded Discussions, In Proc. of the Joint Human Language Technology Conference/Annual Meeting of the North American Chapter of the Assoc. for Computational Linguistics (HLT-NAACL 2006) , 2006.

• Donghui Feng, Erin Shaw, Jihie Kim, and Ed Hovy, An Intelligent Discussion-Bot for Answering Student Queries in Threaded Discussions, Proceedings of the International Conference on Intelligent User Interfaces (IUI-2006), 2006.

• Jihie Kim, Grace Chern, Donghui Feng, Erin Shaw, and Eduard Hovy, Mining and Assessing Discussions on the Web through Speech Act Analysis, Proceedings of the ISWC'06 Workshop on Web Content Mining with Human Language Technologies , 2006.

• Jihie Kim, Erin Shaw, Donghui Feng, Carole Beal and Ed Hovy, Modeling and Assessing Student Activities in On-Line Discussions, Proceedings of the AAAI Workshop on Educational Data Mining, 2006.

• Jihie Kim and Carole Beal, Turning quantity into quality: Supporting automatic assessment of on-line discussion contributions, American Educational Research Association (AERA 2006), 2006.

• Jihie Kim, Carole Beal, and Zeeshan Maqbool, Developing Teaching Aids for Distance Education, Proceedings of the AI in Education (AIEd 2005), 2005.

Learning Moderator: Moderating ActiVitiEs of iNtegrated (Maven)

• Jihie Kim, Yolanda Gil, Developing a Meta-Level Problem Solver for Integrated Learners, AAAI Workshop on Metareasoning: Thinking about thinking, 2008 (to appear).

Semantic Approaches to Workflow Systems (CAT and Wings)

• Jihie Kim, Yolanda Gil, Marc Spraragen, Principles for Interactive Acquisition and Validation of Workflows, Journal of Experimental and Theoretical Artificial Intelligence (JETAI) (to appear).

• Vijay Kumar, Mary Hall, Jihie Kim, Yolanda Gil, Tahsin Kurc, Ewa Deelman, Joe Saltz, Designing and Parameterizing a Workflow for Optimization: A Case Study in Biomedical Imaging, IPDPS / The Next Generation Software (NGS) Workshop, 2008.

• Jihie Kim, Ewa Deelman, Yolanda Gil, Gaurang Mehta, Varun Ratnakar, Provenance Trails in the Wings/Pegasus System, Journal of Concurrency And Computation: Practice And Experience, November, 2007.

• Yolanda Gil, and Varun Ratnakar, Ewa Deelman, Marc Spraragen, Jihie Kim, Wings for Pegasus: A Semantic Approach to Creating Very Large Scientific Workflows, In the Nineteenth Conference on Innovative Applications of Artificial Intelligence (IAAI-2007) , 2007.

• Jihie Kim, Yolanda Gil, and Varun Ratnakar, Semantic Metadata Generation for Large Scientific Workflows, In Proceedings of the International Semantic Web Conference (ISWC-2006) , 2006.

• Yolanda Gil, and Varun Ratnakar, Ewa Deelman, Marc Spraragen, Jihie Kim, Wings for Pegasus: A Semantic Approach to Creating Very Large Scientific Workflows, In OWL: Experience and Directions 2006 (OWL-2006) , 2006.

• P. Maechling, H. Chalupsky, M. Dougherty, E. Deelman, Y. Gil, S. Gullapalli, V. Gupta, C. Kesselman, J. Kim, G. Mehta, B. Mendenhall, T. Russ, G. Singh, M. Spraragen, G. Staples, and K. Vahi., Simplifying Construction of Complex Workflows for Non-Expert Users of the Southern California Earthquake Center Community Modelling Environment, in ACM SIGMOD Record, special issue on Scientific Workflows, Volume 34 , Issue 3 (September 2005), 2005.

• Jihie Kim, Marc Spraragen, and Yolanda Gil An Intelligent Assistant for Interactive Workflow Composition, Proceedings of the International Conference on Intelligent User Interfaces (IUI-2004), 2004.

• Jihie Kim, Yolanda Gil, Marc Spraragen A Knowledge-Based Approach to Interactive Workflow Composition, In Workshop: Planning and Scheduling for Web and Grid Services, at the 14th International Conference on Automatic Planning and Scheduling (ICAPS 04); Whistler, Canada, 2004.

Knowledge Acquisition Dialogue (SLICK/ECHO)

• Jihie Kim and Yolanda Gil, Incorporating Tutoring Principles into Interactive Knowledge Acquisition, International Journal of Human-Computer Studies , Volume 65, Issue 10, October 2007, Pages 852-872.

• Jihie Kim and Yolanda Gil, Proactive Acquisition from Tutoring and Learning Principles, Proceedings of the AI in Education (AIEd 2003) , 2003.

• Jihie Kim and Yolanda Gil, Deriving Acquisition Principles from Tutoring Principles, Proceedings of the Intelligent Tutoring Systems Conference (ITS-2002) , pp. 661-670, Biarritz, France, June 5--7, 2002.

• Yolanda Gil and Jihie Kim, Interactive Knowledge Acquisition Tools: A Tutoring Perspective, Proceedings of the 24th Annual Meeting of the Cognitive Science Society (COGSCI-2002), pp. 357-362, George Mason University, Fairfax, Virginia, 2002.

• Jihie Kim and Yolanda Gil "Proactive Dialogue for Interactive Knowledge Capture", 2nd Internationl Semantic Web Conference ,2003.

Interactive Knowledge Acquisition Tools (EMeD, KANAL)

• Marcelo Tallis, Jihie Kim and Yolanda Gil, User Studies Knowledge Acquisition Tools: Methodology and Lessons Learned. Journal of Experimental and Theoretical Artificial Intelligence, Vol 13. No 4. October, 2001.

• Jihie Kim and Jim Blythe, Supporting Plan Authoring and Analysis, Proceedings of the Intelligent User Interfaces Conference (IUI-2003) , pp. 109-116, Miami Beach, Fl, January 2003.

• Ken Barker, Jim Blythe, Gary Borchardt, Vinay K. Chaudhri, Peter E. Clark, Paul Cohen, Julie Fitzgerald, Ken Forbus, Yolanda Gil, Boris Katz, Jihie Kim, Gary King, Sunil Mishra, Ken Murray, Charley Otstott, Bruce Porter, Robert C. Schrag, Tomas Uribe, Jeff Usher, and Peter Z. Yeh. "A Knowledge Acquisition Tool for Course of Action Analysis". The Fifteenth Innovative Applications of Artificial Intelligence Conference (IAAI-2003), Acapulco, Mexico, 2003.

• Jihie Kim and Yolanda Gil "Interactive Acquisition of Behavior Models". Proceedings of the 2003 Conference on Behavior Representation in Modeling and Simulation (BRIMS), 2003.

• Jihie Kim and Yolanda Gil, Knowledge Analysis on Process Models, Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence (IJCAI-2001).

• Jim Blythe, Jihie Kim, Surya Ramachandran and Yolanda Gil, An Integrated Environment for Knowledge Acquisition. Proceedings of the International Conference on Intelligent User Interfaces 2001 (IUI-2001). Best Paper Award.

• Jihie Kim and Yolanda Gil, Acquiring Problem-Solving Knowledge from End Users: Putting Interdependency Models to the Test. Proceedings of the Seventeenth National Conference on Artificial Intelligence, pp. 223-229 (AAAI-2000).

• M.Pool, K.Murray, J.Fitzgerald, M.Mehrotra, R.Schrag, J.Blythe, J.Kim, H.Chalupsky, P.Miraglia, T.Russ,D.Schneider Evaluating SME-Authored COA Critiquing Knowledge, Proceedings of the International Conference on Knowledge Capture (K-CAP 2003), 2003.

• Jihie Kim and Yolanda Gil, User Studies of an Interdependency-Based Interface for Acquiring Problem-Solving Knowledge. Proceedings of the Intelligent User Interface Conference (IUI-2000), 165-168, January 2000, New Orleans, Louisiana

• Jihie Kim and Yolanda Gil, Deriving Expectations to Guide Knowledge Base Creation. Proceedings of the Sixteenth National Conference on Artificial Intelligence, 235-241, 1999 (AAAI-1999).

• Tim Chklovski, Jihie Kim, and Yolanda Gil, Organizing Argumentation Statements to Support Intelligence Analysis, Proceedings of the IUI Workshop on Intelligent User Interfaces for Intelligence Analysis, 2005.

• Jihie Kim, Memory-Based Meta-Level Reasoning for Interactive Knowledge Capture, Proceedings of the AAAI Spring Symposium on Metacognition in Computation, 2005.
• Jihie Kim and Yolanda Gil, Towards Interactive Composition of Semantic Web Services, Proceedings of the AAAI Spring Symposium on Semantic Web Services, 2004.

• Jihie Kim and Yolanda Gil, Towards Interactive Composition of Semantic Web Services (poster), 2nd International Semantic Web Conference, 2003.

• Jihie Kim and Jim Blythe, Supporting Plan Authoring and Analysis, Proceedings of K-CAP Workshop on Capturing Knowledge from Domain Experts: Progress and Prospects 2003.

• Yolanda Gil, Jim Blythe, Jihie Kim and Surya Ramachandran, Acquiring Procedural Knowledge in EXPECT" , AAAI 2000 Fall Symposium on Learning How to Do Things.

• Marcelo Tallis, Jihie Kim and Yolanda Gil, User Studies of Knowledge Acquisition Tools: Methodology and Lessons Learned. Twelfth Workshop on Knowledge Acquisition, Modeling and Management, 1999.

• Jihie Kim, From Reflection to Interaction: Use of Memory in Interactive Knowledge Acquisition, Proceedings of CogSci 2005, 2005.

• Jihie Kim, Meta-Level Patterns for Interactive Knowledge Capture, Proceedings of K-CAP 2005, 2005.

Knowledge-Based Electronic Catalogs (ActCat)

• Jihie Kim, Peter Will, Ringo Ling and Bob Neches, Active Catalog Services for Internet-Based Design, Artificial Intelligence for Engineering Design, Analysis and Manufacturing (AI EDAM) Volume 17, issue 4, September 2003, pp 349-366.

• Murilo Coutinho, Ragy Eliesh, Jihie Kim, Vished Kumar, Ringo Ling, Bob Neches and Peter Will. Active Catalogs: Integrated Support for Component Engineering, Proceedings of the American Society of Mechanical Engineers, 18th Computers in Engineering Conference, 1998 (ASME-1998).

• Ringo Ling, Jihie Kim and Peter Will. Active Catalog: Searching and Using Catalog Information in Internet-based Design. Proceedings of the American Society of Mechanical Engineers, 17th Computers in Engineering Conference, Sept 14-17, 1997, Sacramento, California (ASME-1997).

• Jihie Kim, Ringo Ling and Peter Will. Ontology Engineering for Active Catalog. 1997 AAAI workshop on Using AI in Electronic Commerce, Virtual Organizations and Enterprise Knowledge Manageent to Reengineer the Corporation, 1997.

Speedup Learning (Expensive Chunks in Soar)

• Jihie Kim and Paul S. Rosenbloom. Bounding the Cost of Learned Rules, Artificial Intelligence, Vol. 120, No.1, June, 2000.

• Jihie Kim and Paul S. Rosenbloom. Learning efficient rules by maintaining the explanation structure. Proceedings of the Thirteenth National Conference on Artificial Intelligence, 1996 (AAAI-1996).

• Jihie Kim and Paul S. Rosenbloom. Constraing learning with search control. Proceedings of the Tenth International Conference on Machine Learning. 1993 (ICML-1993).

Robots (Yoda)

• Wei-Min Shen, Jafar Abidi, Bonghan Cho, Gal Kaminka, Jihie Kim, Behnam Salemi and Sheila Tejada. YODA: The young observant discovery agent. AI Magazine 18(1), 37-45 Spring 1997. (in MSword)

• Wei-Min Shen, Jafar Abidi, Bonghan Cho, Gal Kaminka, Jihie Kim, Behnam Salemi and Sheila Tejada. YODA: The young observant discovery agent (abstract), National Conference on Artificial Intelligence(AAAI-96), 1996.

PhD Thesis

• Jihie Kim Bounding the Cost of Learned Rules: A Transformational Approach PhD Thesis, University of Southern California, 1996.