Developing a recommender system in a consumer electronic device

摘要

Nowadays we can witness the proliferation of Android devices, mostly smartphones and tablets. We are particularly interested in one of these types of devices (Android-based multimedia devices) that are also finding their place in the world of consumer electronics. Part of our previous work is related to the design and development of recommendation systems always under the same conditions (shared by the overwhelming majority of these systems): the process of recommendation is executed by powerful servers that try to recommend to the users different types of items (movies, tv series, music, etc.) that will suit them according to different parameters, like their profile, their ratings of previous consumed items, the ratings of people with similar taste, etc.