Publications

Social Dialogue and Collaboration Analysis, and End User Assistants (PedConnect, Discussion-Bot, PedaBot, MentorMatch)

2012
• Jihie Kim and Erin Shaw, Scaffolding Student Online Discussions Using Past Discussions: PedaBot Studies, Artificial Intelligence Review, 5, pp. 1-16, 2012.

• Jihie Kim and Jaebong Yoo, Role of Sentiment in Message Propagation: Reply vs. Retweet Behavior in Political Communication, Proceedings of the International Conference on Social Informatics, 2012.

• Jihie Kim, Erin Shaw, Hao Xu, Adarsh G V, Assisting Instructional Assessment of Undergraduate Collaborative Wiki and SVN Activities, Proceedings of the International Conference on Educational Data Mining, 2012.

• Arti Ramesh, Jaebong Yoo, Lise Getoor, Jihie Kim, User Role Prediction in Online Discussion Forums using Probabilistic Soft Logic, NIPS 2012 Workshop on Personalizing Education With Machine Learning, 2012.

• Jihie Kim, Yu-Han Chang, Sen Cai, and Siddharth Jain, PedConnect: Intelligent Assistant for Teacher Social Networking, Proceedings of the Intelligent User Interfaces Conference, short paper, oral presentation, 2012.

• Yu-Han Chang, Jihie Kim, Sen Cai, and Siddharth Jain, Intelligent Social Support for Teachers, Proceedings of the ITS workshop on Intelligent Support for Learning in Groups , 2012.

• Chitra Ganapathy and Jihie Kim, Analysis of Student Interaction aspects of Collaborative Programming Projects using SVN, Proceedings of the ITS workshop on Intelligent Support for Learning in Groups , 2012.

• Jaebong Yoo and Jihie Kim, Predicting Learner's Project Performance with Dialogue Features in Online Q&A Discussions Proceedings of the Intelligent Tutoring Systems Conference, short paper, oral presentation, 2012.

• Jun Park and Jihie Kim, Classifying Topics of Video Lecture Contents Using Speech Recognition Technology Proceedings of the Intelligent Tutoring Systems Conference, short paper, Best Poster Award, 2012.

• Michael Hergenrader and Jihie Kim, Stuck in the Middle: The Impact and Prevalence of Frustration in Online Question-Answer Discussion Threads, Proceedings of the American Society of Engineering Education, 2012.

• Erin Shaw, Zachary Boehm, Hussain Penwala, and Jihie Kim, GameMath! Embedding Secondary Mathematics into a Game Making Curriculum Proceedings of the American Society of Engineering Education, 2012.

• Erin Shaw, Mike Crowley, Jaebong Yoo, Hao Xu, and Jihie Kim, An Investigation of Data Displays for Interpreting Participation in Online Discussion: Two Perspectives Proceedings of the American Society of Engineering Education, 2012.

  2011

• Jeon-Hyung Kang and Jihie Kim, Analyzing Answers in Threaded Discussions using a Role-Based Information Network, Proceedings of the IEEE International Conference on Social Computing, 2011.

• Jun Ma, Jeon-Hyung Kang, Erin Shaw and Jihie Kim, Workflow-Based Assessment of Student Online Activities with Topic and Dialogue Role Classification , Proceedings of the AI in Education Conference, 2011.

• Soo Won Seo, Jeon-Hyung Kang, Joanna Drummond, and Jihie Kim, A State Transition Model for Student Online Discussions, Proceedings of the KDD Workshop on Knowledge Discovery in Educational Data, 2011.

• Sen Cai, Siddharth Jain, Yu-Han Chang, and Jihie Kim, Mentoring Behavior Modeling within a Social Networking Site for Middle School Math and Science Educators Proceedings of the KDD Workshop on Knowledge Discovery in Educational Data, 2011.

• Michael Hergenrader and Jihie Kim, First Impressions: The First Two Posts and their Impact the on Development of Online Question-Answer Discussion Threads, Proceedings of the American Society of Engineering Eucation Conference, 2011.

• Jaebong Yoo, Erin Shaw and Jihie Kim, Can participation and procrastination in discussion forums predict project performance in computer science courses? Proceedings of the Computer Supported Collaborative Learning conference (poster) , 2011.

• Chitrabharathi Ganapathy, Erin Shaw and Jihie Kim, Assessing Collaborative Undergraduate Student Wikis and SVN with Technology-based Instrumentation: Relating Participation Patterns to Learning, Proceedings of the American Society of Engineering Education Conference, 2011.

• Soo Won Seo, Jeon-Hyung Kang, Joanna Drummond and Jihie Kim, Using Graphical Models to Classify Dialogue Transition in Online Q&A Discussions , Proceedings of the AI in Education Conference (poster), 2011.

• Chitrabharathi Ganapathy, Jeon-Hyung Kang, Erin Shaw and Jihie Kim, Classification Techniques for Assessing Student Collaboration in Shared Wiki Spaces , Proceedings of the AI in Education Conference (poster), 2011.

• Jihie Kim, Yu-Han Chang, Sen Cai, and Saurabh Dhupar, Modeling Mentoring Dialogue within a Teacher Social Networking Site , Proceedings of the AI in Education Conference (poster), 2011.

• Joanna Drummond and Jihie Kim, Role of Elaborated Answers on Degrees of Student Participation in an Online Question-Answer Discussion Forum, Annual Meeting of the American Educational Research Association, 2011.

• Erin Shaw and Jihie Kim, Pedagogical Games: Teaching Secondary Mathematics Through Collaborative Computer Game Making, Cyberlearning Tools for STEM Education (presentation), 2011.

  2010

• Jun Ma, Erin Shaw and Jihie Kim, Computational Workflows for Assessing Student Learning, The 10th International Conference on Intelligent Tutoring Systems Conference, 2010.

• Jihie Kim, Erin Shaw, Saul Wyner, Taehwan Kim, and Jia Li, Discerning Affect in Student Discussions, Annual Meeting of the Cognitive Science Society, 2010.

• Jeon-Hyung Kang, Jihie Kim and Erin Shaw, A Network Analysis of Student Groups in Threaded Discussions, The 10th International Conference on Intelligent Tutoring Systems Conference, 2010.

• Jeon-Hyung Kang, Jihie Kim and Erin Shaw, Modeling Successful vs. Unsuccessful Threaded Discussions, The ITS workshop on Opportunities for Intelligent and Adaptive Behavior in Collaborative Learning System, 2010.

• Jihie Kim, Erin Shaw, Sujith Ravi, Mining Student Discussions to Profile Participation and Scaffold Learning, The Educational Data Mining Handbook, 2010.

• Erin Shaw, Jihie Kim, Pedagogical discourse: tools for promoting learning and participation in an online discussion forum, in Online and Social Networking Communities: a Best Practice Guide for Educators, Karen Kear (Ed.).

• Jihie Kim, Jia Li, and Taehwan Kim, Towards Identifying Unresolved Discussions in Student Online Forums, Proceedings of the NAACL HLT 2010 Fifth Workshop on Innovative Use of NLP for Building Educational Applications, 2010.

• Jeonhyung Kang and Jihie Kim, Modeling message roles and influence in Q&A forums, Proceedings of the NAACL HLT 2010 Workshop on Computational Linguistics in a World of Social Media, 2010.

  2009

• Jihie Kim and Erin Shaw, Pedagogical Discourse: Connecting Students to Past Discussions and Peer Mentors within an Online Discussion Board, The 21st Innovative Applications of Artificial Intelligence Conference (IAAI-2009), 2009.

• S. Wyner, E. Shaw, T. Kim, J. Li & J. Kim, Sentiment Analysis of a Student Q&A Board for Computer Science, IJCAI Workshop on Computational Models for Natural Argument (CMNA), 2009.

• Jeon-Hyung Kang, Jihie Kim and Erin Shaw, Profiling Student Groups in Online Discussion with Network Analysis, Proceedings of the K-CAP 2009 workshop on Analyzing Social Media to Represent Collective Knowledge, 2009.

• Jihie Kim, Taehwan Kim and Jia Li, Identifying Unresolved Issues in Online Student Discussions: A Multi-Phase Dialogue Classification Approach, Proceedings of the AI in Education Conference, 2009.

• Erin Shaw, Jihie Kim and Pachara Supanakoon, MentorMatch: Using student mentors to scaffold participation and learning within an online discussion board , Proceedings of the AI in Education Conference , 2009.

  2008

• 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.

  2007

• 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.

  2006

• 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.

  2005

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

Game-based Learning

• Erin Shaw and Jihie Kim, Pedagogical Games: Teaching Secondary Mathematics Through Collaborative Computer Game Making, Cyberlearning Tools for STEM Education, 2011.

Mobile Computing and User Modeling

• Alex Silkins, Andrew Erridge, Andrew Gooney, Young Cho, and Jihie Kim, Smart Phone Based Cyber-Physical Social Network Interface for Older Adults, International Conference on Mobile Computing, Applications, and Services (MobiCASE), 2011.

Non Educational Forum Analysis

• Jihie Kim, Aram Galstyan, Towards modeling social and content dynamics in discussion forums, Proceedings of the NAACL HLT 2010 Workshop on Computational Linguistics in a World of Social Media, 2010.

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.

Semantic Approaches to Workflow Systems (CAT and Wings)

• Yolanda Gil, Varun Ratnakar, Jihie Kim, Pedro Gonzales-Calero, Paul Groth, Joshua Moody and Ewa Deelman, WINGS: Intelligent Workflow-Based Design of Computational Experiments, IEEE Intelligent Systems 2011.

• Vijay S. Kumar; Tahsin Kurc; Varun Ratnakar; Jihie Kim; Gaurang Mehta; Karan Vahi; Yoonju Lee Nelson; P Sadayappan; Ewa Deelman; Yolanda Gil; Mary Hall; Joel Saltz, Parameterized specification, configuration and execution of data-intensive scientific workflows, Cluster Computing 13(3): 315-333, 2010.

• Yolanda Gil, Pedro Gonalez-Calero, Jihie Kim, Joshua Moody, and Varun Ratnakar, Automatic Generation of Computational Workflows from Workflow Templates Using Distributed Data and Component Catalogs, Journal of Experimental and Theoretical Artificial Intelligence (JETAI), 2010.

• Jihie Kim, Yolanda Gil, Marc Spraragen, Principles for Interactive Acquisition and Validation of Workflows, Journal of Experimental and Theoretical Artificial Intelligence (JETAI), 2009.

• 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.

Mobile Computing

• Jae-Bong Yoo, Jihie Kim, Chan-Young Park: Road Reservation for Fast and Safe Emergency Vehicle Response Using Ubiquitous Sensor Network. 2010 IEEE International Workshop on Ubiquitous and Mobile Computing: 353-358, 2010.

PhD Thesis

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