Natural Semantics in Artificial Intelligence. - James R. Carbonell; Allan M. Collins (IJCAI, 1973)

Hidden-Line Plotting Program (Remark on Algorithm 420). - Iain D. G. Macleod; Allan M. Collins (Commun. ACM, 1973)

Implementing a Model of Human Plausible Reasoning. - Michelle Baker; Mark H. Burstein; Allan M. Collins (IJCAI, 1987)

Modeling a Theory of Human Plausible Reasoning. - Mark H. Burstein; Allan M. Collins (AIMSA, 1988)

The Logic of Plausible Reasoning: A Core Theory. - Allan M. Collins; Ryszard S. Michalski (Cogn. Sci., 1989)

What's a Situation in Situated Cognition? - A Constructionist Critique of Authentic Inquiry. - Dor Abrahamson; Andrea A. diSessa; Paulo Blikstein; Uri Wilensky; David H. Uttal; Meredith M. Amaya; Loren M. Marulis; Allan M. Collins (ICLS, 2006)

Rethinking Education in the Age of Technology. - Allan M. Collins (Intelligent Tutoring Systems, 2008)