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ekapel22 edited this page Jun 3, 2019
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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. |