Design of an Online Course on Knowledge-Based AI

In Fall 2014 we offered an online course on Knowledge-Based Artificial Intelligence (KBAI) to about 200 students as part of the Georgia Tech Online MS in CS program. By now we have offered the course to more than 1000 students. We describe the design, development and delivery of the online KBAI class in Fall 2014.

[1]  Ashok K. Goel,et al.  Using Human Computation to Acquire Novel Methods for Addressing Visual Analogy Problems on Intelligence Tests , 2015, ICCC.

[2]  Peter Norvig,et al.  Artificial Intelligence: A Modern Approach , 1995 .

[3]  M A Just,et al.  From the SelectedWorks of Marcel Adam Just 1990 What one intelligence test measures : A theoretical account of the processing in the Raven Progressive Matrices Test , 2016 .

[4]  Ashok K. Goel,et al.  The Cambridge Handbook of Intelligence: Artificial Intelligence , 2011 .

[5]  Mark Stefik,et al.  Introduction to knowledge systems , 1995 .

[6]  Maithilee Kunda,et al.  Fractals and Ravens , 2014, Artif. Intell..

[7]  Ashok K. Goel,et al.  Improving Inquiry-Driven Modeling in Science Education through Interaction with Intelligent Tutoring Agents , 2015, IUI.

[8]  Ashok K. Goel,et al.  An Experiment in Teaching Cognitive Systems Online , 2015 .

[9]  Nils J. Nilsson,et al.  Principles of Artificial Intelligence , 1980, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[10]  Kenneth D. Forbus,et al.  Solving Geometric Analogy Problems Through Two-Stage Analogical Mapping , 2009, Cogn. Sci..

[11]  Ashok K. Goel,et al.  Paradigms of AI Programming in Python , 2013, AAAI 2013.

[12]  Selmer Bringsjord,et al.  What is Artificial Intelligence? Psychometric AI as an Answer , 2003, IJCAI.

[13]  Maithilee Kunda,et al.  A computational model for solving problems from the Raven’s Progressive Matrices intelligence test using iconic visual representations , 2013, Cognitive Systems Research.

[14]  Jill Fain Lehman,et al.  A Gentle Introduction to Soar, an Architecture for Human Cognition. , 1996 .

[15]  J. Raven,et al.  Manual for Raven's progressive matrices and vocabulary scales , 1962 .

[16]  P. Langley.  The cognitive systems paradigm , 2012 .

[17]  Maithilee Kunda,et al.  Learning about Representational Modality: Design and Programming Projects for Knowledge-Based AI , 2013, Proceedings of the AAAI Conference on Artificial Intelligence.