Functional Representation
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.
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.
B. Chandrasekaran, Ashok Goel and Yumi Iwasaki. Functional Representation as Design Rationale. In Proc. AAAI-92 Workshop
on Design Rationale, San Jose, July 15, 1992, pp. 57-64. [pdf]
B. Chandrasekaran, Ashok Goel & Yumi Iwasaki. Functional Representation as a Basis for Design Rationale. IEEE Computer, 26(1):48-56, January 1993.
Ashok Goel, Eleni Stroulia & Kai Yeung Luk. Functional Reasoning about Devices with Fields and Cycles. In Proc. AAAI-94 Workshop on Representation and Reasoning about Function, Seattle, Washington, July 1994.
Ashok Goel. An Alternative Approach to Qualitative Device Modeling in Conceptual Engineering Design. In Proc. 1995 NSF Design
and Manufacturing Grantees Conference, La Jolla, California, January 1995.
Ashok Goel. Adaptive Modeling. In Proc. Tenth International Workshop on Qualitative Reasoning, Stanford Sierra Camp, California, May 20-24, 1996. [pdf]
Sattiraju Prabhakar and Ashok Goel. Functional Modeling for Enabling Adaptive Design of Devices for New Environments.
Artificial Intelligence in Engineering, 12:417-444, 1998. [pdf]
Structure-Behavior-Function Models
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.
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.
B. Chandrasekaran, Ashok Goel and Yumi Iwasaki. Functional Representation as Design Rationale. In Proc. AAAI-92 Workshop
on Design Rationale, San Jose, July 15, 1992, pp. 57-64. [pdf]
B. Chandrasekaran, Ashok Goel & Yumi Iwasaki. Functional Representation as a Basis for Design Rationale. IEEE Computer, 26(1):48-56, January 1993.
Ashok Goel, Eleni Stroulia & Kai Yeung Luk. Functional Reasoning about Devices with Fields and Cycles. In Proc. AAAI-94 Workshop on Representation and Reasoning about Function, Seattle, Washington, July 1994.
Ashok Goel. An Alternative Approach to Qualitative Device Modeling in Conceptual Engineering Design. In Proc. 1995 NSF Design
and Manufacturing Grantees Conference, La Jolla, California, January 1995.
Ashok Goel. Adaptive Modeling. In Proc. Tenth International Workshop on Qualitative Reasoning, Stanford Sierra Camp, California, May 20-24, 1996. [pdf]
Sattiraju Prabhakar and Ashok Goel. Functional Modeling for Enabling Adaptive Design of Devices for New Environments.
Artificial Intelligence in Engineering, 12:417-444, 1998. [pdf]
SBF Models in Diagnosis and Redsign
Jon Sticklen, Ashok Goel, B. Chandrasekaran & William Bond. Functional Reasoning for Design and Diagnosis. In Proc. 2nd
International Workshop on Model-Based Diagnosis, Paris, France, July 1989, Los Altos, CA: Morgan Kaufmann.
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.
Ashok Goel. Design Rationale and Device Redesign. In Proc. 1992 DARPA Workshop on Manufacturing Automation and Design Engineering, Stanford University, June 1992, pp. 410-420.
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.
SBF Models in Case-Based Design
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.
Ashok Goel. Grounding Case Adaptation in Causal Models. In Methodologies for Intelligent Systems - 5, Z. Ras, M. Zemenkova, and M. Emrich (editors), Amsterdam, Netherlands: North Holland, 1990; 260-267.
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.
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, 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]
SBF Models of Generic Mechanisms
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]
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]
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. Generic Modeling in Analogical Reasoning. In Proc. Eigtheenth Cognitive Science Conference, San Diego, July 1996.
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]
SBF in Creative Design
Sattiraju Prabhakar & Ashok Goel. Integrating Case-Based and Model-Based Reasoning for Creative Design: Constraint Discovery, Model Revision and Case Composition. In Proc. 2nd International Conference on Computational Models of Creative Design, Heron Island, Australia, December 1992, pp. 101-127.
Sattiraju Prabhakar, Ashok Goel & Sambasiva Bhatta. Adaptive Modeling in the Design of Interactive Devices: Towards a Theory of
Engineering Invention. In Proc. 3rd International Conference on Computational Models of Creative Design, Heron Island, Australia, December 1995, pages 267-301.
Sambasiva Bhatta, Ashok Goel and 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]
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. 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. Learning Generic Mechanisms for Innovative Design Adaptation. Journal of Learning Sciences, 6(4): 367-396, 1997. [pdf]
Sambasiva Bhatta & Ashok Goel. Design Patterns and Creative Design. In Engineering Design Synthesis, A. Chakrabarti (editor), Chapter 16, pp. 271-284, Springer, 2002.
SBF Models in Sciencific Theory Formation
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]
Todd Griffith, Nancy Nersessian & Ashok Goel. Function-follows-Form: Generative Modeling in Scientific Reasoning. In Proc. 22nd
Cognitive Science Conference, 2000. [pdf]
Interactive Explanation of SBF Models
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]
Acquisition of SBF Models from Natural Language Descriptions
Jeffrey Pittges, Kurt Eiselt, Ashok Goel, Andres Gomez, Kavi Mahesh & Justin Peterson. KA: Integrating Natural Language Processing and Problem Solving. In Proc. 15th Cognitive Science Conference, Boulder, Colorado, July 1993, pp. 818-823, 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.
Justin Peterson, Kavi Mahesh, Ashok Goel, and 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.
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.
Acquisition of SBF Models from Design Drawings
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. [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. Understanding Drawings by Compositional Analogy. In Proc. International Joint Conference on Artificial Intelligence (IJCAI-2007), Hyderabad, India. January 2007. [pdf]
