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That may be something along the lines of allowing offline viewing of some shows, which it began in November this year, or it may be improved recommendation engines to help a user discover that they like Twin Peaks as much as they'd like American Vandal.
Experimental results show that the improved recommendation on a similarity network can obtain better accuracy and diversity than some competing approaches.
The new iPlayer goes some way towards doing that, with new features such as an improved "recommendation engine" so that instead of being asked if they want to watch the show again as happens currently, viewers will be offered the next episode of a series or given suggestions for other shows.
By incorporating the information of detected communities in the recommendation algorithms, an improved recommendation approach for the networks with communities is proposed.
While there have been many researchers targeting music genre classification for improved recommendation systems and listener experience, few works have addressed automatic recognition of classical piano composers as proposed in this paper.
This has led Spotify to believe that influencers in the podcast community will be able to bring their community with them when they become a Spotify exclusive, and then further grow their listener base by tapping into Spotify's larger music user base and, soon, an improved recommendation system.
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We then plug the actively constructed entity correspondences into a general transferred collaborative-filtering model to improve recommendation quality.
Specifically, we focus on improving recommendation accuracy in a restaurant review scenario.
This shows that there is still a substantial potential to improve recommendation algorithms to better support navigation dynamics.
Relation to SoCo Liu et al. [14] proposed SoCo to improve recommendation quality by using contexts and social network information.
We show that our approach significantly improves recommendation quality not only for queries with a sparse tag representation but also those that are well-tagged.
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