In this series of experiments, the goal was to optimize a toy Netflix homepage in order to minimize a user’s average browsing time. In this Netflix-inspired project, the factors I was able to manipulate and their ranges were Tile.Size (as proportion of page height) [0.1,0.5], Match.Score (__% match for you) [0,100], Prev.Length (preview length in seconds) [30,120], and Prev.Type (preview type) {Teaser/Trailer (TT), Actual Content (AC)}. I conducted a series of experiments, a
Preview length | Match score | Preview type | Tile size | Avg. browsing time |
---|---|---|---|---|
75 | 75 | TT | 0.2 | 10.0831 |