This schedule includes a summary of weekly in-class activities; pre-class and post-class responsibilities (e.g., forum posts and responses in Weeks 1-10), as well as non-weekly deadlines on paper related deliverables (Weeks 10-15). See Course Organization for more details on weekly and non-weekly activities. Readings subject to change up to three weeks in advance of assignment.
Non-weekly deadlines are in red boldfaced. A summary of non-weekly deadlines is
- Submit initial (non-binding) paper topic ideas by Tuesday, October 13 at 11:59 PM (see October 13 item below for guidelines)
- Submit Paper Specification by Monday, October 17 at 11:59 pm
- Paper updates on Oct 27, Nov 3, and Nov 10 (see those dates for specific instructions)
- Submit Paper by
Friday, November 13 at 11:59 pmSunday, November 15 at 6:00 pm - Submit video presentations by
Saturday, November 14Sunday, November 15 at 11:59 pm - Submit Critiques of Assigned Papers by Friday, November 20 at 11:59 pm (critique form)
Final Exam TBD
WEEK 1 (First Day of classes is Monday, August 24)
Week’s Topics:
- Overview
- Modelling
- Perceptual expertise
To Do before Tuesday, August 25 class
- Read through all WordPress pages and posts on this Computation and Cognition site
Class meeting 1 (Tuesday, August 25)
- Lecture on Categorization
To Do after Tuesday, August 25 class:
- Read Palmeri, T.J., & Cottrell, G. (2009). Modeling perceptual expertise. In I. Gauthier, D. Bub, & M. Tarr (Eds.), Perceptual Expertise: Bridging Brain and Behavior. Oxford University Press. http://catlab.psy.vanderbilt.edu/wp-content/uploads/Palmeri-Cottrell-PEN2009.pdf (for Thursday)
Class meeting 2 (Thursday, August 27 ):
- Discuss Palmari and Cottrell
To Do after Thursday, August 27 class:
- For Week 2:
- Read JR Anderson (1991). The Adaptive Nature of Human Categorization, Psychological Review. by the American Psychological Association, Inc. 1991, Vol. 98, No. 3, 409-429. http://www.indiana.edu/~pcl/rgoldsto/courses/concepts/anderson1991.pdf
WEEK 2
Week’s Topics:
- Categorization
To Do before Tuesday, September 1 class:
- Submit forum post on Palmeri and Cottrell to Brightspace by Sunday, August 30 at 11:59 pm (Pw2a)
- See “For Week 2” above
Class meeting 3 (Tuesday, September 1 ):
- Discuss Palmeri and Cottrell (Sample Comments)
To Do after Tuesday, September 1 class:
- Submit forum post on Anderson by Tuesday, September 1 at 11:59 pm (Pw2b)
Class meeting 4 (Thursday, September 3 ):
- Discuss Anderson (opening slides; sample comments) (Chapter 1 of Doug’s dissertation and relationship to multi-task learning — search for Fisher)
To Do after Thursday, September 3 class:
- Submit a response to forum post(s) of any reading by Friday, September 4 at 11:59 pm (Rw2)
- For Week 3:
- Read Tenenbaum, J. B., Kemp, C., Griffiths, T. L., & Goodman, N. D. (2011) How to grow a mind: Statistics, structure, and abstraction. Science, 331, 1279-1285. http://cocosci.princeton.edu/tom/papers/LabPublications/GrowMind.pdf
- Read section 3.1, including Figure 2 (on data and knowledge representation) of Christopher J. MacLellan, Erik Harpstead, Vincent Aleven, Kenneth R. Koedinger (2016) TRESTLE: A Model of Concept Formation in Structured Domains. Advances in Cognitive Systems 4 (2016) 131-150 Submitted 8/2015; published 6/2016
WEEK 3 (typical weeks begin)
Week’s Topics:
- Categorization
To Do before Tuesday, September 8 class:
- See Week 3 above
- Submit forum post on Tenebaum, et al by Sunday, September 6 at 11:59 pm (Pw3a)
Class meeting 5 (Tuesday, September 8 ):
- Discuss Tenenbaum, et al and MacLellan, et al (brief comments on MacLellan, et al; sample comments on Tenebaum, et al)
To Do after Tuesday, September 8 class:
- Find, read, and summarize an article on categorization, which relates closely (including perhaps citation) to the Anderson paper from last week or the Tenenbaum, et al paper this week. Strive to connect your paper to the assigned readings at some level of abstraction, and strive to give a post that addresses both cognition and computation, even if your paper is only focused on computation — submit the (approx 250 word) forum post on this paper by Tuesday, September 8 at 11:59 pm (Pw3b)
Class meeting 6 (Thursday, September 10 ):
- Discuss student-discovered papers (Summary slides)
To Do after Thursday, September 10 class:
- Submit responses to forum posts by Friday, September 11 at 11:59 pm (Rw3)
- For Week 4:
- Read Arthur C. Graesser, Murray Singer, and Tom Trabasso (1994).Constructing Inferences During Narrative Text Comprehension, Psychological Review, Vol. 101. No. 3, 371-395 https://pdfs.semanticscholar.org/6d18/5f5cfc7e1df9105459a68e96f82fbb047f52.pdf
WEEK 4
Week’s Topics:
- Inference
To Do before Tuesday, September 15 class:
- See “For week 4” above
- Submit forum post on Graesser, et al by Sunday, September 13 at 11:59 pm (Pw4a)
Class meeting 7 (Tuesday, September 15 ):
- Discuss Graesser, Singer, Trabasso (opening slides; Sample comments)
To Do after Tuesday, September 15 class:
- Find, read, and summarize an article on categorization, which relates closely (including perhaps citation) to the Graesser, et al paper. Strive to connect your paper to the assigned readings at some level of abstraction, and strive to give a post that addresses both cognition and computation, even if your paper is only focused on computation — submit the (approx 250 word) forum post on this paper by Tuesday, September 15 at 11:59 pm (Pw4b)
Class meeting 8 (Thursday, September 17 ):
- Discuss student-discovered papers (Summary slides)
To Do after Thursday, September 17 class:
- Submit responses to forum posts by Friday, September 18 at 11:59 pm (Rw4)
- For Week 5:
- Read Chi, M. T. H., and Van Lehn “Seeing Deep Structure from Interaction of Surface Features. https://www.tandfonline.com/doi/abs/10.1080/00461520.2012.695709?journalCode=hedp20 (or https://cdn-dev.vanderbilt.edu/t2-my-dev/wp-content/uploads/sites/3104/2020/09/Seeing-Deep-Structure-From-the-Interactions-of-Surface-Features.pdf)
WEEK 5
Week’s Topics:
- Problem Solving
To Do before Tuesday, September 22 class:
- See “For Week 5” above
- Submit forum post on Chi and Van Lehn by Sunday, September 20 at 11:59 pm (Pw5a)
Class meeting 9 (Tuesday, September 22 ):
- Discuss Chi and Van Lehn (sample comments)
- Categorization, Concept Learning, and Problem Solving: A Unifying View
- Cost-effective features
- Restructuring AND/OR search
- Categorization, Concept Learning, and Problem Solving: A Unifying View
To Do after Tuesday, September 22 class:
- Find, read, and summarize an article on problem solving, with a clear computation & cognition focus, related to the Chi and Van Lehn paper — submit the (approx 250 word) forum post on this paper by Tuesday, September 22 at 11:59 pm (Pw5b)
Class meeting 10 (Thursday, September 24 ):
- Discuss student-discovered papers (sample comments)
To Do After Thursday, September 24 class:
- Submit responses to forum posts by Friday, September 25 at 11:59 pm (Rw5)
- For Week 6:
- Read A Tversky, D Kahneman, The framing of decisions and the psychology of choice Science 30 Jan 1981: Vol. 211, Issue 4481, pp. 453-458. https://science.sciencemag.org/content/211/4481/453
WEEK 6
Week’s Topics:
- Decision making
To Do before Tuesday, September 29 class:
- See “For Week 6” above
- Submit forum post on Tversky and Kahneman by Sunday, September 27 at 11:59 pm (Pw6a)
Class meeting 11 (Tuesday, September 29 ):
- No class — use time to read all blog posts from Sunday night
To Do after Tuesday, September 29 class:
- Find, read, and summarize an article on decision making, with a clear computation or cognition relationships that relates to decision making and the Tversky and Kahneman paper — submit the (approx 250 word) forum post on this paper by Tuesday, September 29 at 11:59 pm (Pw6b)
Class meeting 12 (Thursday, October 1 ):
- Discuss Tversky and Kahneman and student-discovered papers (Doug’s summary slides)
To Do after Thursday, October 1 class:
- Submit responses to forum posts by Friday, October 2 at 11:59 pm (Rw6)
- For Week 7:
- Lu Hong and Scott E. Page (2004) Groups of diverse problem solvers can outperform groups of high-ability problem solvers PNAS November 16, 2004 101 (46) 16385-16389; https://www.pnas.org/content/101/46/16385
WEEK 7
Week’s Topics:
- Collective Intelligence
To Do before Tuesday, October 6:
- See “For Week 7” above
- Submit forum post on Hong and Page by Sunday, October 4 at 11:59 pm (Pw7a)
Class meeting 13 (Tuesday, October 6 ):
- Discuss Hong and Page (Summary Slides)
To Do after Tuesday, October 6:
- Find, read, and summarize an article on collective intelligence, with a clear computation & cognition focus, related to collective intelligence and the Hong and Page paper — submit the (approx 250 word) forum post on this paper by Tuesday, October 6 at 11:59 pm (Pw7b)
Class meeting 14 (Thursday, October 8 ):
- Discuss student-discovered papers (Summary slides)
To Do after Thursday, October 8 class:
- Submit responses to forum posts by Friday, October 9 at 11:59 pm (Rw7)
- For Week 8:
- Read Mark O. Riedl and Vadim Bulitko (2013). Interactive Narrative:
An Intelligent Systems Approach, AI Magazine, Spring Issue, 67—77. https://www.aaai.org/ojs/index.php/aimagazine/article/view/2449
- Read Mark O. Riedl and Vadim Bulitko (2013). Interactive Narrative:
WEEK 8
Week’s Topics:
- Story Telling
To Do before Tuesday, October 13 class:
- See “For Week 8” above
- Submit forum post on Riedl and Bulitko by Sunday, October 11 at 11:59 pm (Pw8a)
Class meeting 15 (Tuesday, October 13 ):
- Discuss Reidl and Bulitko paper (Summary slides)
To Do after Tuesday, October 13 class:
- Find, read, and summarize an article on collective intelligence, with a clear computation & cognition focus, related to interactive narrative and the Reidl and Bulitko paper — submit the (approx 250 word) forum post on this paper by Tuesday, October 13 at 11:59 pm (Pw8b)
Class meeting 16 (Thursday, October 15 ):
- Discuss project ideas (Project titles from 2019)
To Do after Thursday, October 15 class:
- Submit responses to forum posts (on Reidl and Bulitko) by Friday, October 16 at 11:59 pm (Rw8)
- For Week 9:
- Read Pat Langley, John E. Laird, Seth Rogers (2009). Cognitive Systems Research, Volume 10, Issue 2, June 2009, Pages 141-160, Cognitive architectures: Research issues and challenges. http://www.isle.org/~langley/papers/final.arch.pdf
WEEK 9
Week’s Topics:
- Cognitive architectures
To Do before Tuesday, October 20 class:
- See “For Week 9” above
- Submit Paper Specification (including proposed grading rubric) by Monday, October 19 at 11:59 pm
Class meeting 17 (Tuesday, October 20 ):
- Discuss Langley, et al (summary slides)
To Do after Tuesday, October 20 class:
- submit forum post on Langley et al by Tuesday, October 20 at 11:59 pm (Pw9)
Class meeting 18 (Thursday, October 22 ):
- No class (but available 1-1 meeting time)
To Do after Thursday, October 22 class:
Submit responses to forum posts by Friday, October 23 at 11:59 pm (P24)- For Week 10:
- Work on papers
WEEK 10
Week’s Topics:
- Papers
To Do before Tuesday, October 27 class:
- See “For Week 10” above
Class meeting 19 (Tuesday, October 27 ):
- In class paper updates
To Do after Tuesday, October 27 class:
- Submit slides from October 27 in-class updates by Tuesday, October 27 at 11:59 pm (see update specs)
Class meeting 20 (Thursday, October 29 ):
- No Class (but available 1-1 meeting time)
To Do after Thursday, October 29 class:
Submit responses to forum posts by Friday, October 30 at 11:59 pm (P27)
WEEK 11
Week’s Topics:
- Papers
To Do before Tuesday, November 3 class:
- Work on papers
- submit intermediate paper update by Monday, November 2 at 11:59 pm
Class meeting 21 (Tuesday, November 3 ):
- In-class paper updates
To Do after Tuesday, November 3 class:
- Work on papers
Class meeting 22 (Thursday, November 5):
- No class (but available 1-1 meeting time)
To Do after Thursday, November 5 class:
- For Week 12:
- Work on papers
WEEK 12
Week’s Topics:
To Do before Tuesday, November 10 class:
- Work on Papers
- submit final paper update (same format as intermediate update) by Monday, November 9 at 11:59 pm
Class meeting 23 (Tuesday, November 10 ):
- In-class paper updates
To Do after Tuesday, November 10 class:
- Work on papers
Class meeting 24 (Thursday, November 12 ):
- No class — work on papers (available for 1-1 meetings)
To Do after Thursday, November 12 class:
- Submit Paper to Brightspace by
Friday, November 13 at 11:59 pmSunday, November 15 at 6:00 pm - Submit video link, and video permissions to Brightspace by
Saturday, November 14Sunday, November 15 at 11:59 pm - Critiques assigned (critique form)
WEEK 13
Week’s Topics:
- Critiques
To Do before Tuesday, November 17 class:
- Work on critiques
Class meeting 25 (Tuesday, November 17 ):
To Do after Tuesday, November 19 class:
- Finish critiques
Class meeting 26 (Thursday, November 19 ):
- No class — finish critiques — available for 1-1 meetings
To Do after Thursday, November 19 class:
- Submit Critiques by Friday, November 20 at 11:59 pm
Week 14: November 23 – November 29: Thanksgiving Break
WEEK 15
Week’s Topics:
- Review, Synthesis, Reflection
- Course evals
To Do before Tuesday, December 1:
Class meeting 27 (Tuesday, December 1 ):
- No class