Tuesday, February 19, 2019

Week 20

Accomplishments
The poster is done and being printed. Several new graphics were made for the poster including a 3D representation of a convolutional neural network.
Weekly Goal
Present well at our conference and network.

Tuesday, February 12, 2019

Week 19

Accomplishments
Our model has been further improved and we are now getting accuracy ratings and graphs detailing how our model is functioning. We have enough results to present and simply need to compile them into a visually appealing way. The poster is started but needs the finer touches finished before next week.
Weekly Goal
Finish the poster!

Tuesday, February 5, 2019

Week 18

Accomplishments
We have a working model! To run the fasttext model we still need to rework the data into an appropriate form, but our convolutional neural network is working. We’re getting accuracy readings and can start to adapt it to find an optimal version.
Weekly Goal
Instead of reworking the data for the fasttext model, we’re going to focus on our poster and presentation for oiwic.

Monday, January 28, 2019

Week 17

Accomplishments
We just missed the deadline for MSR but we have a nearly completed paper. We are exploring alternative models to expand and improve ours, which is still touchy, before publication. Currently we are focused on fasttext.
Weekly Goals
We plan to debug our fasttext model and run it on our data. Maybe even attempt to integrate it into our current model.

Tuesday, January 15, 2019

Week 16

Accomplishments
We are having problems running our model. We've decided to run it on a new data set which, means I have rewritten my statistics code for this new and much larger data set. There were a few minor problems with the transfer. The formats of the times were different and the titles were all different, but after some minor tweaks it was working fine.
Weekly goal
We plan to fix the model and still submit in time for MSR.

Tuesday, January 8, 2019

Week 15

Accomplishments
We have completed most of the paper now. We have the related work, methods, introduction, and abstract done. Hannah has worked more examples with our convolutional neural network. The deadline for MSR is approaching quickly and we're quickly working to finish the paper.
Weekly Goal
We hope to finish running the model on our data and write the rest of our paper.

Tuesday, December 11, 2018

Week 14

Accomplishments
I finally have the code working for our first small data set. We have basic statistics on the data such as number of cells, average number of tags, and average number of title words. We also have plots about how they use of tags change over time, from day to day.
Weekly Goal
This week we are writing a paper hoping to submit to MSR. I plan to write an overview of all the literature we've reviewed. and information about the data.