Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/107269
Title: Rec4LRW : scientific paper recommender system for literature review and writing
Authors: Foo, Schubert
Pang, Natalie
Sesagiri Raamkumar, Aravind
Keywords: DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval
DRNTU::Library and information science::Libraries::Information retrieval and analysis
Issue Date: 2015
Source: Sesagiri Raamkumar, A., Foo, S., & Pang, N. (2015). Rec4LRW : scientific paper recommender system for literature review and writing. Proceedings of The Sixth International Conference on the Applications of Digital Information and Web Techologies.
Abstract: In this paper, we introduce Rec4LRW, a recommender system (RS) for assisting researchers in finding research papers for their literature review and writing purposes. This system focuses on three researcher tasks – (1) Building a reading list of research papers, (2) Finding similar papers based on a set of papers, and (3) Shortlisting papers from the final reading list for inclusion in manuscript based on article type. A set of intermediate criteria are proposed to capture the relations between a research paper and its bibliography. The recommendation techniques for the three tasks in Rec4LRW are specifically devised on top of the intermediate criteria. The Rec4LRW workflow along with the screen designs for the three tasks is provided in this paper. The recommendation techniques in the system will be evaluated with state-of-the-art approaches along with user-based evaluation in subsequent studies.
URI: https://hdl.handle.net/10356/107269
http://hdl.handle.net/10220/25515
DOI: 10.3233/978-1-61499-503-6-106
Rights: © 2015 IOS Press. This is the author created version of a work that has been peer reviewed and accepted for publication by Proceedings of The Sixth International Conference on the Applications of Digital Information and Web Techologies, IOS Press. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [http://dx.doi.org/10.3233/978-1-61499-503-6-106].
Fulltext Permission: open
Fulltext Availability: With Fulltext
Appears in Collections:WKWSCI Conference Papers

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