Publications by Year
2009 | 2008 | 2007 | 2006 | 2005
2003-2004 | 2001-2002 | 1999-2000 | 1997-1998
1995-1996 | 1993-1994 | 1991-1992 | 1987-1990
2009
Jim Davies, Ashok Goel & Nancy Nersessian. A Computational Model of Visual Analogies in Design. To appear in Journal of Cognitive Systems Research, Special Issue on Analogies - Integrating Cognitive Abilities. [pdf]
Ashok K. Goel, Summer Adams, Neil Cutshaw and Neha Sugandh. Playing Detective: Using AI for Sensemaking in Investigative Analysis. Georgia Tech GVU Technical Report (# GIT-GVU-09-09-03), January 2009. [pdf]
Ashok Goel, Swaroop Vattam & Spencer Rugaber. Structure, Behavior & Function of Complex Systems: The SBF Modeling Language. To appear in International Journal of AI in Engineering Design, Analysis and Manufacturing, Special Issue on Developing and Using Engineering Ontologies. [pdf]
Ashok Goel, Swaroop Vattam & Michael Helms. Biologically Inspired Design: Human Reasoning from Nature's Experiences. To appear in Proceedings IJCAI-09 Workshop on Grand Challenges in Reasoning from Experience, Padasena, CA, July 11-12, 2009. [pdf]
Ashok Goel, Emile Morse, Anita Raja, Jean Scholtz & John Stasko. Introspective Self-Explanations for Report Generation in Intelligence Analysis. To appear in Proceedings IJCAI-09 Workshop on Explanation-Aware Computing, Padasena, CA, July 11-12, 2009. [pdf]
Michael Helms, Swaroop S. Vattam & Ashok K. Goel. Biologically Inspired Design: Products and Processes. To appear in Design Studies.
Joshua Jones & Ashok Goel. Metareasoning-Based Adaptation of Agent Classification Knowledge. To appear in Proc. Eight International Conference on Autonomous Agents and Multiagent Systems, Budapest, Hungary, May 2009.
Joshua Jones & Ashok Goel. Meta-Reasoning for Self-Adaptation in Intelligent Agents. To appear as Chapter 10 in Meta-Reasoning , M. Cox & A. Raja (editors), MIT Press, 2009.
Rebecca Jordan, Cindy Hmelo-Silver, Steven Gray, Ashok Goel & Spencer Rugaber. Modeling Practices as a Function of Task Structure. Presented to the Annual Meeting of the American Educational Research Association, San Diego, California, April 2009. [pdf]
Maithilee Kunda & Ashok Goel. Evidence for Thinking in Pictures as a Cognitive Account of Autism. Presented at the 2009 IMFAR Conference, Chicago, May 6-8, 2009. [pdf]
Swaroop Vattam, Ashok Goel, Spencer Rugaber, Cindy Hmelo-Silver & Rebecca Jordan. From Conceptual Representations to Simulations: Why and How. To appear in Proc. Fourteenth International Conference on AI in Education, Brighton, UK, July 2009. [pdf]
2008
Summer Adams, Ashok Goel & Neha Sugandh. Using AI for Sensemaking in Intelligence Analysis. In Proc. SIAM Datamining Workshop on Link Analysis, Counter Terrorism and Security, Atlanta, April 2008.[pdf]
Jim Davies & Ashok Goel. Visual Re-Representation in Creative Analogies. Open AI Journal, 2:11-20, 2008.[pdf]
Jim Davies, Ashok Goel & Patrick Yaner. Proteus: A Theory of Visual Analogies in Problem Solving. To appear in Knowledge-Based Systems.[pdf]
John Gero & Ashok Goel (editors). Proceedings of the Third International Conference on Design Computing and Cognition, Atlanta, June 2008, Berling: Springer.
Ashok Goel, Randall Davis & John Gero. Multimodal Design: An Overview. International Journal of AI in Engineering Design, Analysis and Manufacturing, Special Issue on Multimodal Design, 22(2), April 2008.
Ashok Goel, Joshua Jones, Chris Parnin, Spencer Rugaber & Avik Sinharoy. Teleological Reasoning in Software Adaptation: A Case Study in Game-Playing Agents. In Proc. DESRIST-2008, Atlanta, May 2008. Invited paper.
Michael Helms & Ashok Goel. From Diagrams to Design: Overcoming Knowledge Acquisition Barriers in Case-Based Design. In Proc. Third International Conference on Design Computing and Cognition, Atlanta, June 2008, Berlin:Springer, pp. 341-350.
Michael Helms, Swaroop Vattam & Ashok Goel. Compound Analogies, or How to Make a Surfboard Disappear. To appear in Proc. Thirthieth Annual Meeting of the Cognitive Science Society , Washington DC, July 2008.[pdf]
Michael Helms, Swaroop Vattam, Ashok Goel, Jeannette Yen & Marc Weissburg. Problem-Driven and Solution-Based Design: Twin Processes of Biologically Inspired Design. To appear in Proc. ACADIA-2008 , Boston, October 2008.[pdf]
Cindy Hmelo-Silver, Rebecca Jordan, Marylee Demeter, Steven Gray, Lei Liu, Swaroop Vattam, Spencer Rugaber & Ashok Goel. Focusing on Function: Thinking Below the Surface of Complex Natural Systems. To appear in Science Scope , NSTA. [pdf]
Joshua Jones & Ashok Goel. Retrospective Self-Adaptation of an Agent’s Domain Knowledge: Perceptually-Grounded Semantics for Structural Credit Assignment. To appear in AAAI-08 Workshop on Metareasoning Chicago, IL, 2008. [pdf]
Kunda, M., and Goel, A. (2008). "How Thinking in Pictures can explain many characteristic behaviors of autism." In Proceedings of the 7th IEEE International Conference on Development and Learning, pp. 304-309. [pdf]
Kunda, M., and Goel, A. (2008). "What can pictorial representations reveal about the cognitive characteristics of autism?" In Stapleton, G., Howse, J., and Lee, J. (Eds.), Proceedings of the 5th International Conference on the Theory and Application of Diagrams, LNAI 5223, pp. 103-117.[pdf]
Kunda, M., and Goel, A. (2008). "Thinking in Pictures: A fresh look at cognition in autism." In Love, B., McRae, K. and Sloutsky, V. (Eds.), Proceedings of the 30th Annual Conference of the Cognitive Science Society, pp. 321-326. [pdf]
J. William Murdock & Ashok Goel. Meta-Case-Based Reasoning: Self-Improvement through Self-Understanding. Journal of Experimental and Theoretical Artificial Intelligence, 20(1): 1-36. [pdf]
Patrick Ulam, Joshua Jones & Ashok Goel. Using Model-Based Reflection to Guide Reinforcement Learning. To appear in AIIDE-08 2008. [pdf]
Swaroop Vattam, Michael Helms & Ashok Goel. Compound Analogical Design: Interaction Between Problem Decomposition and Analogical Transfer in Biologically Inspired Design. In Proc. Third International Conference on Design Computing and Cognition, Atlanta, June 2008, Berlin:Springer, pp. 377-396. [pdf]
Swaroop Vattam, Michael Helms, Ashok Goel, Jeannette Yen & Marc Weissburg. Learning About and Through Biologically Inspired Design. To appear in Proc. Second Design Creativity Workshop , Atlanta, June 22, 2008.[pdf]
Patrick Yaner & Ashok Goel. From Design Drawings to Structural Models by Compositional Analogy. International Journal of AI in Engineering Design, Analysis and Manufacturing, Special Issue on Multimodal Design, 22(2): 117-128, April 2008. [pdf]
2007
Summer Adams & Ashok Goel. Making Sense of VAST Data. In Proc. IEEE Intelligence and Security Informatics, New Brunswick, New Jersey, May 23-24, 2007, pp. 270-273.[pdf]
Summer Adams & Ashok Goel. A STAB at Making Sense of VAST Data. In Proc. AAAI-2007 Workshop on Plan, Activity, and Intent Recognition, Vancouver, Canada, July 23, 2007, pp. 1-8.[pdf]
Jim Davies & Ashok Goel. Transfer of Problem-Solving Strategy Using the Cognitive Visual Language. Journal of Visual Languages and Computing; 18(2): 149-164.[pdf]
Joshua Jones & Ashok Goel. Structural Credit Assignment in Hierarchical Classification. In Proc. International Conference on AI, Las Vegas, June 2007, pp. 378-384.[pdf]
Joshua Jones, Ashok Goel & Spencer Rugaber. Teleological Reasoning in Adaptive Software Design. In Proc. DESRIST-2007, Los Angeles, May 2007. [pdf]
Joshua Jones, Ashok Goel & Spencer Rugaber. Automating Software Evolution. In Proc. Science of Design Workshop, Eureka, California, March 2007. [pdf]
Anita Raja & Ashok Goel. Introspective Self-Explanation in Analytical Agents. In Proc. AAMAS 2007 Workshop on Metareasoning in Agent-based Systems, pp 76-91, Hawaii, May 2007.[pdf]
Swaroop Vattam, Michael Helms, and Ashok K. Goel. Biologically-Inspired Innovation in Engineering Design: A Cognitive Study. Technical Report, Graphics, Visualization and Usability Center, Georgia Institute of Technology GIT-GVU-07-07, April 2007.
Patrick Yaner. From Shape to Function: Acquisition of Teleological Models from Design Drawings by Compositional Analogy. Ph.D. Dissertation, College of Computing, Georgia Institute of Technology, December 2007.
Patrick Yaner & Ashok Goel. Visual Analogies at Multiple Levels of Abstraction. In Proc. 29th Annual Meeting of the Cognitive Science Society, Nashville, August 2007. [pdf]
Patrick Yaner & Ashok Goel. Understanding Drawings by Compositional Analogy. In Proc. International Joint Conference on Artificial Intelligence (IJCAI-2007), Hyderabad, India. January 2007, pp. 1131-1137.[pdf]
2006
Andreas von Hessling & Ashok Goel. Enabling MDP Solution Transfer by Abstraction. In ICML-2006 Workshop on Structural Knowledge Transfer for Machine Learning, July 2006.[pdf]
Patrick Yaner & Ashok Goel. Visual Analogy: Viewing Retrieval and Mapping as Constraint Satisfaction. Journal of Applied Intelligence, 25(1):91-105, 2006.[pdf]
Patrick Yaner & Ashok Goel. From Form to Function: From SBF to DSSBF. In Proc. Second International Conference on Design Computing and Cognition, Eindhoven, Netherlands, July 2006.[pdf]
Patrick Yaner & Ashok Goel. From Drawings to Models by Analogical Transfer. In Proc. Fourth International Conference on Theory and Application of Diagrams. Stanford University, Palo Alto, California, June 2006, pp. 55-69.[pdf]
2005
Jim Davies, Ashok Goel & Nancy Nersessian. Transfer in Visual Case-Based Problem-Solving. In Proc. 6th International Conference on Case-Based Reasoning, Chicago, August 2005, H. Munoz-Avila and F. Ricci (Eds.) Springer-Verlag. Berlin Heidelberg, pp. 163-176. [pdf]
Jim Davies, Ashok Goel & Nancy Nersessian. Visual Analogy in Problem Solving: A Cognitive Model. In Proc. IJCAI-05 Workshop on Creativity, August 2005. [pdf]
Jim Davies, Nancy Nersessian & Ashok Goel. Visual Models in Analogical Problem Solving. Foundations of Science, 10(1):133-152, 2005. [pdf]
Ashok Goel & Susan Craw. Design, Innovation and Case-Based Reasoning. Knowledge Engineering Review, 20(3):271-276, 2005. (This is a review article.) [pdf]
Andreas von Hessling & Ashok Goel. Abstracting Reusable Cases from Reinforcement Learning. In Proc. ICCBR-05 Workshop on Game Playing. [pdf]
Joshua Jones & Ashok Goel. Knowledge Organization and Structural Credit Assignment. In Proc. IJCAI-05 Workshop on Reasoning, Representation and Learning in Computer Games, Edinburgh, UK, August 2005. [pdf]
Patrick Ulam, Ashok Goel, Joshua Jones & William Murdock. Model-Based Guidance for Reinforcement Learning. In Proc. IJCAI-05 Workshop on Game Playing, August 2005. [pdf]
2003-2004
Jim Davies. Constructive Adaptive Visual Analogy in Problem Solving. Ph.D. Dissertation, College of Computing, Georgia Institute of Technology, December 2004.
Ashok Goel & Sambasiva Bhatta. Design Patterns: An Unit of Analogical Transfer in Creative Design. Advanced Engineering Informatics, 18(2):85-94, April 2004. [pdf]
Joshua Jones & Ashok Goel. Hierarchical Judgement Composition: Revisiting the Structural Credit Assignment Problem. In Proc. AAAI-2004 Workshop on Challenges in Game Playing, San Jose, CA, 2004. [pdf]
Patrick Ulam, Ashok Goel & Joshua Jones. Reflection in Action: Model-Based Self-Adaptation in Game Playing Agents. In Proc. AAAI-2004 Workshop on Challenges in Game Playing. [pdf]
Patrick W. Yaner & Ashok K. Goel. Visual Analogy: Reexamining Analogy as a Constraint Satisfaction Problem. In Proc. 26th Cognitive Science Conference, August, 2004. [pdf]
Jim Davies, Ashok Goel & Nancy Nersessian. Visual Re-Representation in Creative Analogies. In Proc. IJCAI-2003 Workshop on AI in Creativity.
J. William Murdock & Ashok Goel. Localizing Planning using Functional Process Models. In Proc. International Conference on Automated Planning and Scheduling (ICAPS-03), June 2003. [pdf]
Jim Davies & Ashok Goel. Representation Issues in Visual Analogies. In Proc. 25th Cognitive Science Conference, August 2003. [pdf]
2001-2002
Sambasiva Bhatta & Ashok Goel. Design Patterns and Creative Design. In Engineering Design Synthesis, A. Chakrabarti (editor), Chapter 16, pp. 271-284, Springer, 2002.
Jim Davies & Ashok Goel. Visual Analogy in Problem Solving. In Proc. 17th International Joint Conference on Artificial Intelligence (IJCAI-01), August 2001, pp 377-382. Morgan Kaufmann. [pdf]
J. William Murdock. Self-Improvement through Self-Understanding. Ph.D. Dissertation, College of Computing, Georgia Institute of Technology, August 2001.
J. William Murdock & Ashok Goel. Meta-Case-Based Reasoning: Use of Functional Models to Adapt Case-Based Agents. In Proc. 3rd International Conference on Case-Based Reasoning, Vancouver, Canada, June 2001.[pdf]
J. William Murdock & Ashok Goel. Learning about Constraints by Reflection. In Lecture Notes in AI - 2006, Springer, pp. 131-140. [pdf]
J. William Murdock, Ashok K. Goel, Michael J. Donahoo & Shamkant Navathe. A Framework for Method-Specific Knowledge Compilation from Databases. Journal of Intelligent Information Systems, 17(1): 5-21, November 2001. [pdf]
1999-2000
Todd Griffith, Nancy Nersessian & Ashok Goel. Function-follows-Form: Generative Modeling in Scientific Reasoning. In Proc. 22nd Cognitive Science Conference, 2000. [pdf]
Patrick W. Yaner & Ashok K. Goel. Visual Analogy: Reexamining Analogy as a Constraint Satisfaction Problem. In Proc. 26th Cognitive Science Conference, August, 2004.J. William Murdock & Ashok Goel. Towards Adaptive Web Agents. In Proc. 14th IEEE International Conference on Automated Software Engineering (ASE-99), pp. 335-338, Cocoa Beach, Florida, October 12-15, 1999. [pdf]
J. William Murdock & Ashok Goel. An Adaptive Meeting Scheduling Agent. In Proc. 1st Asia-Pacific Conference on Intelligent Agent Technology, pp. 374-378, Hong Kong, December 15-17, 1999. [pdf]
Eleni Stroulia & Ashok Goel. Evaluating Problem-Solving Methods in Evolutionary Design: The Autognsotic Experiments. International Journal of Human-Computer Studies, Special Issue on Evaluation Methodologies, 51:825-847, 1999. [pdf]
1997-1998
Michael Donahoo, William Murdock, Ashok Goel, Shamkant Navathe & Edward Omiecinski. From Data to Knowledge: Method-Specific Knowledge Transformations. In Lecture Notes in AI - 1325: Foundations of Intelligent Systems, Ras and Skowron (editors), Springer, 1998, pp. 411-420. [pdf]
Ashok Goel, Eleni Stroulia, Zhong Chen & Paul Rowland. A Model-Based Approach to Reconfiguration of Schema-Based Reactive Control Architectures. In Proc. AAAI Fall Symposium on Model-Based Autonomous Systems, Boston, Fall 1998. [pdf]
Todd Griffith. Generative Modeling in Scientific Discovery. Ph.D. Dissertation, College of Computing, Georgia Institute of Technology, August 1998.
Sattiraju Prabhakar & Ashok Goel. Functional Modeling for Enabling Adaptive Design of Devices for New Environments. Artificial Intelligence in Engineering, 12:417-444, 1998. [pdf]
Gregory Abowd, Ashok Goel, Dean Jerding, Michael McCracken, Melody Moore, William Murdock, Colin Potts, Spencer Rugaber & Linda Wills. MORALE: Mission-Oriented Architectural Legacy Evolution. In Proc. International Conference on Software Maintenance, Bari, Italy, 1997. [pdf]
Sambasiva Bhatta & Ashok Goel. A Functional Theory of Design Patterns. In Proc. 15th International Joint Conference on Artificial Intelligence (IJCAI-97), Nagoya, Japan, August 1997, pp. 294-300. [pdf]
Sambasiva Bhatta & Ashok Goel. An Analogical Theory of Creativity in Design. In Proc. 2nd International Conference on Case-Based Reasoning, Lecture Notes in Computer Science - 1266, pp. 565-574, 1997. [pdf]
Sambasiva Bhatta & Ashok Goel. Learning Generic Mechanisms for Innovative Design Adaptation. Journal of Learning Sciences, 6(4):367-396, 1997. [pdf]
Ashok Goel. Design, Analogy and Creativity. IEEE Intelligent Systems, Special Issue on Qualitative Reasoning, 12(3):62-70, May/June 1997. (This article provides an overview of research on analogical design.) [pdf]
Ashok Goel, Sambasiva Bhatta & Eleni Stroulia. Kritik: An Early Case-Based Design System. In Issues and Applications of Case-Based Reasoning in Design, M. Maher and P. Pu (editors), Mahwah, NJ: Erlbaum, pages 87-132, 1997. [pdf]
Ashok Goel & J. Ramanujam. A Neural Architecture for a Class of Abduction Problems. IEEE Transactions on Systems, Man and Cybernetics, 26(6):854-860, 1997. [pdf]
Eleni Stroulia & Ashok Goel. Redesigning a Problem Solver's Operators to Improve Solution Quality. In Proc. 15th International Joint Conference on Artificial Intelligence (IJCAI-97), Nagoya, Japan, August 1997, pp. 562-567. [pdf]
1995-1996
Khaled Ali & Ashok Goel. Combining Navigational Planning and Reactive Control. In Proc. AAAI-96 Workshop on Reasoning About Planning, Acting and Control, Portland, August 1996, pp: 1-7. [pdf]
Sambasiva Bhatta & Ashok Goel. From Design Cases to Generic Mechanisms. Artificial Intelligence in Engineering Design, Analysis and Manufacturing, Special Issue on Machine Learning 10:131-136, 1996. [pdf]
Sambasiva Bhatta & Ashok Goel. Model-Based Indexing and Index Learning in Engineering Design. International Journal of Engineering Applications of Artificial Intelligence, Special issue on Machine Learning in Engineering, 9(6):601-610, December 1996.[pdf]
Ashok Goel. Adaptive Modeling. In Proc. Tenth International Workshop on Qualitative Reasoning, Stanford Sierra Camp, California, May 20-24, 1996. [pdf]
Ashok Goel, Andres Gomez, Nathalie Grue, William Murdock, Margaret Recker & T. Govindaraj. Towards Design Learning Environments: Explaining How Devices Work. In Proc. International Conference on Intelligent Tutoring Systems, Montreal, Canada, June 1996.[pdf]
Ashok Goel, Andres Gomez, Nathalie Grue, William Murdock, Margaret Recker & T. Govindaraj. Design Explanations in Interactive Design Environments. In Artificial Intelligence in Design - 1996, J. Gero and F. Sudweeks (editors), Boston, MA: Kluwer Academic Press, 1996. [ps]
Ashok Goel, Kavi Mahesh, Justin Peterson & Kurt Eiselt. Unification of Language Understanding, Device Comprehension and Knowledge Acquisition. In Proc. Eigtheenth Cognitive Science Conference, San Diego, July 1996.
Ashok Goel & William Murdock. Meta-Cases: Explaining Case-Based Reasoning. In Lecture Notes in Artificial Intelligence 1168: Advances in Case-Based Reasoning, Ian Smith and Boi Faltings (editors), Berlin: Springer-Verlag, 1996. [pdf]
Ashok Goel & Eleni Stroulia. Functional Device Models and Model-Based Diagnosis in Adaptive Design. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, Special Issue on Functional Representation and Reasoning, 10:355-370, 1996.
Todd Griffith, Nancy Nersessian & Ashok Goel. The Role of Generic Models in Conceptual Change. In Proc. Eigtheenth Cognitive Science Conference, San Diego, July 1996.[pdf]
Sattiraju Prabhakar & Ashok Goel. Learning about Novel Operating Environments: Designing by Adaptive Modelling. Artificial Intelligence in Engineering Design, Analysis and Manufacturing, Special Issue on Machine Learning, 10:136-142, 1996.
Eleni Stroulia & Ashok Goel. A Model-Based Approach to Blame Assignment: Revising the Reasoning Steps of Problem Solvers. In Proc. National Conference on Artificial Intelligence (AAAI-96), Portland, Oregon, August 1996. [ps]
Sambasiva Bhatta. Model-Based Analogy in Innovative Device Design. Ph.D. Dissertation, College of Computing, Georgia Institute of Technology, June 1995.
Ashok Goel, John Josephson, Olivier Fischer & P. Sadayappan. Practical Abduction: Characterization, Decomposition and Distribution. Journal of Experimental and Theoretical Artificial Intelligence, 7:429-450, 1995.
Nathalie Grue. Illustration, Explanation and Navigation of Device Models and Design Processes. M.S. Thesis. College of Computing, Georgia Institute of Technology, June 1995.
Eleni Stroulia & Ashok Goel. Functional Representation and Reasoning in Reflective Systems. Journal of Applied Intelligence, Special Issue on Functional Reasoning, 9(1): 101-124, 1995.[pdf]
William Punch, Ashok Goel & David Brown. A Knowledge-based Selection Mechanism for Strategic Control with Application in Design, Assembly and Planning. International Journal of Artificial Intelligence Tools, Vol. 4 (3), pp 323-348, 1995.[pdf]
1993-1994
Sambasiva Bhatta & Ashok Goel. Model-Based Discovery of Physical Principles from Design Experiences. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, Special Issue on Machine Learning in Design, 8(2):113-123, May 1994.
Sambasiva Bhatta, Ashok Goel & Sattiraju Prabhakar. Innovation in Analogical Design: A Model-Based Approach. In Artificial Intelligence in Design - 1994, J. Gero and F. Sudweeks (editors), Boston, MA: Kluwer Academic Press, 1994; pp. 57-74.[pdf]
Ashok Goel, Khaled Ali, Michael Donnellan, Andres Gomez & Todd Callantine. Multistrategy Adaptive Navigational Path Planning. IEEE Expert, 9(6):57-65, December 1994.[pdf]
Justin Peterson, Kavi Mahesh, Ashok Goel & Kurt Eiselt. KA: Situating Natural Language Processing in Design Problem Solving. In Proc. 16th Cognitive Science Conference, August 1994, Atlanta, Georgia, pp. 711-716, Hillsdale, NJ: Lawrence Erlbaum.
Justin Peterson, Kavi Mahesh & Ashok Goel. Situating Natural Language Understanding in Experience-Based Design. International Journal of Human-Computer Studies, 41: 881-913, 1994.
Eleni Stroulia. Failure-Driven Learning as Redesign: A Model-Based Approach. Ph.D. Dissertation, College of Computing, Georgia Institute of Tehnology, December 1994.
Eleni Stroulia & Ashok Goel. Reflective Self-Adaptive Problem Solvers. In Proc. 1994 European Conference on Knowledge Acquisition, Germany, September 1994; A Future for Knowledge Acquisition, Luc Steels, Guus Schreiber and Walter Van de Velde (editors), Berlin: Springer-Verlag, 1994.
Eleni Stroulia & Ashok Goel. A Model-Based Approach to Reflective Learning. In Proc. 1994 European Conference on Machine Learning (ECML-94), Lecture Notes in Artificial Intelligence 784 - Machine Learning, F. Bergadano and L. De Raedt (editors), Berlin: Springer-Verlag, 1994; pp. 287-306.
Sambasiva Bhatta & Ashok Goel. Learning Generic Mechanisms from Experiences for Analogical Reasoning. In Proc. 15th Cognitive Science Society, Boulder, Colorado, July 1993, Hillsdale, NJ: Lawrence Erlbaum. [pdf]
B. Chandrasekaran, Ashok Goel & Yumi Iwasaki. Functional representation as design rationale. In IEEE Computer, Special Issue on Concurrent Engineering, January 1993, pp. 48-56.[pdf]
1991-1992
John Barber, Mark Jacobson, Louise Penberthy, Robert Simpson, Sambasiva Bhatta, Ashok Goel, Michael Pearce, Murali Shankar & Eleni Stroulia. Integrating Artificial Intelligence and Multimedia Technologies for Interface Design Advising. NCR Journal of Research and Development, 6(1):75-85, October 1992.
Ashok Goel. Integrating Case-Based and Model-Based Reasoning: A Computational Model of Design Problem Solving. AI Magazine, 13(2):50-54, Summer 1992. (This article is a summary of the author's Ph.D. dissertation.)[pdf]
Ashok Goel. Representation of Design Functions in Experience-Based Design. In Intelligent Computer Aided Design, D. Brown, M. Waldron, and H. Yoshikawa (editors), pp. 283-308, Amsterdam, Netherlands: North-Holland, 1992.
Ashok Goel & B. Chandrasekaran. Case-Based Design: A Task Analysis. In Artificial Intelligence Approaches to Engineering Design, Volume II: Innovative Design, C. Tong and D. Sriram (editors), pp. 165-184, San Diego: Academic Press, 1992.
Michael Pearce, Ashok Goel, Janet Kolodner, Craig Zimring, Lucas Sentosa & Richard Billington. Case-Based Decision Support: A Case Study in Architectural Design. IEEE Expert, 7(5):14-20, October 1992.[pdf]
Eleni Stroulia & Ashok Goel. Generic Teleological Mechanisms and their Use in Case Adaptation. In Proc. 14th Cognitive Science Conference, Bloomington, Indiana, August 1992, pp. 319-324, Hillsdale, NJ: Lawrence Erlbaum.[ps]
Eleni Stroulia & Ashok Goel. A Functional Approach to Program Understanding. In Proc. AAAI-92 workshop on AI and Automated Program Understanding, San Jose, July 1992, pp. 120-124. pdf]
Tom Bylander, Todd Johnson & Ashok Goel. Structured Matching: A Task-Specific Technique for Making Decisions. Knowledge Acquisition, 3(1):1-20, 1991. [pdf]
Ashok Goel. A Model-Based Approach to Case Adaptation. In Proc. 13th Annual Cognitive Science Conference, Chicago, August 1991, pp. 143-148, Hillsdale, NJ: Lawrence Erlbaum.[pdf]
Ashok Goel. Model Revision: A Theory of Incremental Model Learning. In Proc. 8th International Conference on Machine Learning (ICML-91), Chicago, June 1991, pp. 605-609, Los Altos, CA: Morgan Kaufmann.[pdf]
Olivier Fischer, Ashok Goel, John Svirbely & Jack Smith. The Role of Essential Explanations in Abduction. Artificial Intelligence in Medicine, 3(1991):181-191, 1991.
Ashok Goel & Kurt Eiselt. Mental Models, Natural Language, and Knowledge Acquisition. ACM SIGART, Special Issue on Integrated Cognitive Architectures, 2(4): 75:78, August 1991.
John Kolen & Ashok Goel. Learning in Parallel Distributed Processing: Computational Complexity and Information Content. IEEE Transactions on Man, Systems, and Cybernetics, 21(2):359-367, March/April 1991.
1987-1990
Donald Sylvan, Ashok Goel & B. Chandrasekaran. Analyzing Political Decision Making from an Information Processing Perspective: JESSE. American Journal of Political Science, 34(1):74-123, 1990. [pdf]
Ashok Goel. Integrating Case-Based and Model-Based Reasoning for Adaptive Design Problem Solving. Ph.D. Dissertation. Department of Computer and Information Science, The Ohio State University, December 1989.
Ashok Goel & Tom Bylander. Computational Feasibility of Structured Matching. IEEE Transactions on Pattern Analysis and Machine Intelligence, 11(12):1312-1316, December 1989. [pdf]
Ashok Goel & B. Chandrasekaran. Functional Representation of Designs and Redesign Problem Solving. In Proc. Eleventh International Joint Conference on Artificial Intelligence (IJCAI-89), Detroit, Michigan, August, 1989, pp. 1388-1394, Los Altos, California: Morgan Kaufmann Publishers.[pdf]
Ashok Goel & B. Chandrasekaran. Use of Device Models in Adaptation of Design Cases. In Proc. 2nd DARPA Case-Based Reasoning Workshop, Pensacola, Florida, May 1989, pp. 100-109, Los Altos, CA: Morgan Kaufmann.
B. Chandrasekaran & Ashok Goel. From Numbers to Symbols to Knowledge Structures: Artificial Intelligence Perspectives on the Classification Task. IEEE Transactions on Systems, Man, and Cybernetics, 18(3):415-424, May/June, 1988.
B. Chandrasekaran, Ashok Goel & Dean Allemang. Connectionism and Information Processing Abstractions: The Message Still Counts More Than the Medium. AI Magazine, 9(4):24-34, Winter 1988.[pdf]
Ashok Goel, N. Soundararajan & B. Chandrasekaran. Complexity in Classificatory Reasoning. In Proc. 6th National Conference on Artificial Intelligence (AAAI-87), Seattle, Washington, July 1987, 421-425, Los Altos, CA: Morgan Kaufmann. [pdf]
