- Janet L. Kolodner
Janet L. Kolodner is an American cognitive scientist and Regents' Professor in the College of Computing at the
Georgia Institute of Technology . She is Editor in Chief of TheJournal of the Learning Sciences and was founding Executive Officer of theInternational Society of the Learning Sciences (ISLS) .Academic career
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 fromYale University . She is a professor of Computing and Cognitive Science at Georgia Tech's College of Computing. She spent the 1996-97 academic year atHebrew University of Jerusalem inIsrael .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." [ [http://www.aaai.org/Awards/fellows-list.php Elected AAAI Fellows] ]Research
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. [ [http://scholar.google.com/scholar?hl=en&lr=&safe=off&cites=16709040386150909840 Google Scholar] ] [ cite book | id=ISBN 1-55860-237-2 | title=Case-based Reasoning | last=Kolodner | first=Janet L. | year=1993 | publisher=Morgan Kaufmann | location=San Francisco, CA ]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.
Book published
Following are the books published by Kolodner:
* 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. (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.Notes
References
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*External links
* [http://home.cc.gatech.edu/jlk Janet Kolodner at Georgia Tech]
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