Work AccomplishedThis past week, I worked on using DataBricks to run Apache Spark on a small dataset from the Kaggle competition with Alyssa. Alyssa and I worked together to move past the trouble we had last week and complete running Spark on the small dataset. I also presented a short summary of our paper, On Predicting Developer Expertise from Eye Gazes for Bug Fixing Tasks, that was accepted in the YSU Honors College Journal at the kick-off luncheon for the journal. This paper was about the results from last year's CREU project.
Weekly goal(s) - In the next week, I will finish up the analyses we have left for the keyword predictions and start writing our end of the year report.
Long-term goal(s) - Predict keywords by modifying the process of a propose method for keyword prediction in a Kaggle competition by incorporating eye-tracking. We will also predict keywords without eye-tracking and compare the two keyword sets generated. These keywords inform our tags, so determining them will tell us which pieces of code and/or text in a StackOverflow document are pertinent to tag selection.
- Finished running Spark jobs in DataBricks on the Kaggle competition data
- Presented results from a paper we wrote during last year's CREU project at an event for the journal it was accepted at