Abstract
In this work we propose Ask Me Any Rating (AMAR), a
novel content-based recommender system based on deep neural networks which is able to produce top-N recommendations leveraging user and item embeddings which are learnt from textual information describing the items. A comprehensive experimental evaluation conducted on state-of-the-art datasets showed a significant improvement over all the baselines taken into account.
novel content-based recommender system based on deep neural networks which is able to produce top-N recommendations leveraging user and item embeddings which are learnt from textual information describing the items. A comprehensive experimental evaluation conducted on state-of-the-art datasets showed a significant improvement over all the baselines taken into account.
| Original language | English |
|---|---|
| Article number | 11 |
| Journal | CEUR Workshop Proceedings |
| Volume | 1653 |
| Publication status | Published - 6 Aug 2016 |