Individual Study Update

Met with Dr. Croy yesterday to discuss connectionist model for JT. Got a copy of W. Bechtel “Natural Deduction in Connectionist Systems” and an excerpt from Bechtel & Abrahamsen Connectionism and the Mind, which describe related work in modeling deductive logic using a connectionist model. Basic idea for JT model: input = (problem [...]

Week #15 Status

Scientific Section
Accomplishments:

Started brainstorming/designing some experiments to test Whorfian effects in game design/user interfaces

Problems:

Engineering Section
Accomplishments:

Updated language analysis data with fresh plots/word clouds, including plots for each scene/role pair.
Added list of top collocations for each scenario
Language analysis reports are now generated programmatically, except for the word clouds.

Problems:

Next Steps:

Need to start looking for clusters in the [...]

Week #14 Status

Scientific Section
Accomplishments:

Started researching how to make word clouds automatically, since Wordle doesn’t provide an API

Problems:

Having trouble finding/developing an algorithm for laying out the words in the cloud (all the papers I found discussed tag clouds, where the problem is how to choose a font scaling to show relative word frequency in a nice [...]

Week #13 Status

Scientific Section
Accomplishments:

Problems:

Engineering Section
Accomplishments:

Did some more design on language analysis tool (TAUNT)
Installed/configured phpMyAdmin on playground to allow web administration of study DB (this should make it much more user-friendly to correct the missing scenario/role numbers issue, make sure the description data is formatted consistently, and create a separate table to store just the description [...]

Week #12 Status

Scientific Section
Accomplishments:

Problems:

Engineering Section
Accomplishments:

TAUNT will now load the study 1 data, allow data subset selection based on scenario/role, and create word frequency plots
Created word frequency plots based on study 1 data for each scenario X {text, video} pair.
Created a web page in the GIG2008 repository to display the language analysis results (including word clouds [...]

Week #11 Status

Scientific Section
Accomplishments

Problems:

Need to finish work on TAUNT and start performing detailed analysis of study data

Engineering Section
Accomplishments:

Worked through several tasks with NLTK, becoming more familiar with the API (figured out how to extract the data I want into NLTK, create word frequency plots, find interesting bigrams and trigrams)
Began working on TAUNT (Textual Analysis Using [...]

Week #10 Status

Scientific Section
Accomplishments:

Started lit search for papers dealing with content generation from unstructured textual descriptions

Problems:

Engineering Section
Accomplishments:

Extracted textual scenario descriptions from Study 1 Data and created word clouds from them

Problems:

Need to become much more proficient with Python/NLTK
Need to finish developing tool chain for extracting information from the study data format

Other

Completed CITI Program IRB training (Completion Report)

Still waiting [...]