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Using a Rich Context Model for People-to-People Recommendation

  • In this paper we present an approach for People-to-People recommendations based on a Rich Context Model (RCM). We consider personal user information as contextual information used for our recommendations. The evaluation of our recommendation approach was performed on a social network of students. The obtained results do show a significant increase in performance while, at the same time, a slight increase in quality in comparison to a manual matching process. The proposed approach is flexible enough to handle different data types of contextual information and easy adaptable to other recommendation domains.

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Metadaten
Author:Alisa Sotsenko, Marc Jansen, Marcelo Milrad
URL:https://ieeexplore.ieee.org/document/7300891/authors#authors
Document Type:Conference Proceeding
Language:English
Year of Completion:2015
Release Date:2019/05/10
Institutes:Fachbereich 1 - Institut Informatik
DDC class:000 Allgemeines, Informatik, Informationswissenschaft / 000 Allgemeines, Wissenschaft
Licence (German):License LogoNo Creative Commons