Mr. DLib: Recommendations-as-a-Service (RaaS) for Academia
March 27, 2017 Β· Declared Dead Β· π ACM/IEEE Joint Conference on Digital Libraries
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Authors
Joeran Beel, Akiko Aizawa, Corinna Breitinger, Bela Gipp
arXiv ID
1703.09108
Category
cs.IR: Information Retrieval
Cross-listed
cs.DL
Citations
47
Venue
ACM/IEEE Joint Conference on Digital Libraries
Last Checked
4 months ago
Abstract
Only few digital libraries and reference managers offer recommender systems, although such systems could assist users facing information overload. In this paper, we introduce Mr. DLib's recommendations-as-a-service, which allows third parties to easily integrate a recommender system into their products. We explain the recommender approaches implemented in Mr. DLib (content-based filtering among others), and present details on 57 million recommendations, which Mr. DLib delivered to its partner GESIS Sowiport. Finally, we outline our plans for future development, including integration into JabRef, establishing a living lab, and providing personalized recommendations.
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