Sentence examples for item recommendation from inspiring English sources

Especially for the item recommendation problem, we should recommend items for a user from all the items.

As future work, we plan to analyze the proposed set of feature extraction techniques with other recommender algorithms, including those specific for the item recommendation task and optimization of personalized rankings, such as the BPR (Bayesian Personalized Ranking) [31], CliMF (Collaborative Less-is-More Filtering) [32], and TFMAP (Tensor Factorization for MAP Maximization) [33].

Only few trust-aware methods have attempted to recommend users an ordered list of interesting items, i.e., item recommendation.

Both approaches have some advantages and disadvantages for item recommendation.

Based on item recommendation problem, we further propose a variant method user-based LWMF, which is more reasonable for item recommendation and get better performance.

The service includes basic data processing, item recommendation, advertisements billing and real-time monitoring.

The API includes access into StyleFeeder's personalized search engine, bookmarking tools, item recommendations, watchlist, "StyleFeed", "StyleTwins" and other features.

That's what Hollrr's destination site is for — it features a real-time stream of recent item recommendations, which these users can then take and share back to Facebook and Twitter (and look smart in the process).

In this paper, we formulate a multi-objective framework for long tail items recommendation.

The study has been designed in accordance with the Consolidated Standards for Reporting of Trials guidelines 27 (figure 1) and the Standard Protocol items: Recommendation for Interventional Trials (SPIRIT 2013).

The protocol is reported using the appropriate Standard Protocol Items: Recommendations for Interventional Trials (SPIRIT) items.