Janet L. Kolodner
Janet L. Kolodner is an American cognitive scientist and Regents' Professor in the School of Interactive Computing, College of Computing at the Georgia Institute of Technology. She was Founding Editor in Chief of The Journal of the Learning Sciences and served in that role for 18 years. She was Founding Executive Officer of the International Society of the Learning Sciences (ISLS).
Kolodner graduated with a B.S. in math and computer science from Brandeis University in 1976. She then completed her M.S. in computer science in 1977 and her Ph.D. in computer science in 1980 from Yale University. She is a Regents' Professor of Computing and Cognitive Science in the School of Interactive Computing in Georgia Tech's College of Computing. She spent the 1996-97 academic year as a Visiting Professor Hebrew University of Jerusalem in Israel. She is currently (2013) on loan to The National Science Foundation, where she is a Program Officer in the CISE and EHR Directorates and has responsibility for the Cyberlearning: Transforming Education program.
In 1992, Kolodner was elected a fellow in the Association for the Advancement of Artificial Intelligence for "pioneering research on case-based reasoning and learning, including memory organization, information retrieval, problem solving, and knowledge acquisition."
Kolodner's research addresses issues in learning, memory, and problem solving, both in computers and in people. She pioneered the computer reasoning method called case-based reasoning, a way of solving problems based on analogies to past experiences, and her lab emphasized case-based reasoning for situations of real-world complexity. In case-based reasoning, the results of previous cases are applied to new situations, cutting down the complexity of the reasoning necessary in later situations and allowing a problem solver to anticipate and avoid previously-made mistakes. Automated case-based reasoners from her lab include MEDIATOR and PERSUADER, common sense and expert mediation programs; JULIA, a case-based design problem solver; CELIA, a case-based car mechanic; MEDIC, a case-based physician; and EXPEDITOR, a case-based logistics manager. Kolodner's classic work in this area, Case-based Reasoning (1993), has been cited thousands of times by researchers.
Her research interests are the implications and applications of cognition to education and educational technology, artificial intelligence, cognitive science, case-based reasoning, novice-expert evolution, the role of experience in expert and common-sense reasoning, design cognition, creativity, design of decision-aiding tools, and interactive learning environments.
Following are the books published by Kolodner:
- Kolodner, J. L. et al. (lead author)(2010). Project-Based Inquiry Science, a set of 13 science units covering 3 years of middle school science. It's About Time, Inc. Mt. Kisco, NY.
- Bruckman, A.S., Guzdial, M., Kolodner, J.L., Ram, A., (Eds.) (1998). Proceedings of the International Conference of the Learning Sciences 1998. AACE, Charlottesville, VA, 1998.
- Kolodner, J. L. (1993). Case-Based Reasoning. Morgan-Kaufmann Publishers, Inc., San Mateo, CA.
- Kolodner, J.L. (Ed.), (1993). Case-Based Learning. Kluwer Academic Publishers, Dordrecht, Netherlands.
- Kolodner, J.L. (Ed.) (1988). Proceedings: Case-Based Reasoning Workshop. Morgan Kaufmann Publishers, Inc., San Mateo, CA.
- Kolodner, J.L. & Riesbeck, C. (Eds.) (1986). Experience, Memory, and Reasoning. Lawrence Erlbaum Associates, Inc., Hillsdale, NJ.
- Kolodner, J.L. (1984). Retrieval and Organizational Strategies in Conceptual Memory: A Computer Model. Lawrence Erlbaum, Associates, Inc., Hillsdale, NJ.
- Kolodner, Janet L. "Biosketch". Georgia Institute of Technology. Retrieved 2008-01-24.
- Kolodner, Janet L. "Academic History". Georgia Institute of Technology. Retrieved 2008-01-24.
- Kolodner, Janet L. "Selected Publications". Georgia Institute of Technology. Retrieved 2008-01-24.