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- research-articleNovember 2014
Generating Recommendations Based on Robust Term Extraction from Users' Reviews
WebMedia '14: Proceedings of the 20th Brazilian Symposium on Multimedia and the WebPages 55–58https://doi.org/10.1145/2664551.2664583In this paper, we propose a technique to automatically describe items based on users' reviews in order to be used by recommender systems. For that, we extract items' features using a robust term extraction method that applies transductive semi-...
- research-articleNovember 2014
Catalog of Templates: An Approach for Documenting Families of Hypermedia Documents
WebMedia '14: Proceedings of the 20th Brazilian Symposium on Multimedia and the WebPages 39–46https://doi.org/10.1145/2664551.2664560Two actors are identified in template-oriented authoring: the template author and the application author. Classifying hypermedia templates, aiming to support application authors in searching for suitable templates, in inferring on their semantic and in ...
- research-articleNovember 2014
Ensemble Learning in Recommender Systems: Combining Multiple User Interactions for Ranking Personalization
WebMedia '14: Proceedings of the 20th Brazilian Symposium on Multimedia and the WebPages 47–54https://doi.org/10.1145/2664551.2664556In this paper, we propose a technique that uses multimodal interactions of users to generate a more accurate list of recommendations optimized for the user . Our approach is a response to the actual scenario on the Web which allows users to interact ...