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ekapel22 edited this page Jun 3, 2019 · 23 revisions

Thesis design document: https://www.overleaf.com/read/dxmmnfzzykyb

Project plan:

Week Achievements
1 01/04 - 05/04 Introduction section done. Pre-processed and described data. Data richness investigated per broadcaster.
2 08/04 - 12/04 Investigated the working of current recommender system. Finished EDA.
3 15/04 - 19/04 Literature was read, highlighted and described. Content features investigated and selected.
4 22/04 - 26/04 Experimented with recommendation algorithms (collaborative filtering & content-based). Data and literature section done.
5 29/04 - 03/05 Described the performance of the current recommender system. Investigated integrating content-based filtering and collaborative filtering. Method and evaluation section done.
6 06/05 - 10/05 Mid-presentation: preliminary results evaluated. Hybrid recommender system was set up.
7 13/05 - 17/05 A/B testing was set up.
8 20/05 - 24/05 Checked results of A/B testing. Experimented and tuned hyperparameters.
9 27/05 - 31/05 Checked results of A/B testing. Experimented and tuned hyperparameters.
10 03/06 - 07/06 Results done.
11 10/06 - 14/06 Conclusion & discussion done.
12 17/06 - 21/06 Thesis done.
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