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» On the recommending of citations for research papers
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CSCW
2002
ACM
13 years 4 months ago
On the recommending of citations for research papers
Collaborative filtering has proven to be valuable for recommending items in many different domains. In this paper, we explore the use of collaborative filtering to recommend resea...
Sean M. McNee, Istvan Albert, Dan Cosley, Prateep ...
ERCIMDL
2010
Springer
165views Education» more  ERCIMDL 2010»
13 years 6 months ago
Metadata Impact on Research Paper Similarity
While collaborative filtering and citation analysis have been well studied for research paper recommender systems, content-based approaches typically restrict themselves to straigh...
Germán Hurtado Martín, Steven Schock...
JCDL
2010
ACM
155views Education» more  JCDL 2010»
13 years 10 months ago
Scholarly paper recommendation via user's recent research interests
We examine the effect of modeling a researcher’s past works in recommending scholarly papers to the researcher. Our hypothesis is that an author’s published works constitute a...
Kazunari Sugiyama, Min-Yen Kan
CORR
2007
Springer
103views Education» more  CORR 2007»
13 years 4 months ago
Recommending Related Papers Based on Digital Library Access Records
An important goal for digital libraries is to enable researchers to more easily explore related work. While citation data is often used as an indicator of relatedness, in this pap...
Stefan Pohl, Filip Radlinski, Thorsten Joachims
JCDL
2011
ACM
191views Education» more  JCDL 2011»
12 years 7 months ago
Serendipitous recommendation for scholarly papers considering relations among researchers
Serendipity occurs when one finds an interesting discovery while searching for something else. In digital libraries, recommendation engines are particularly well-suited for seren...
Kazunari Sugiyama, Min-Yen Kan