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Claper: Recommend classical papers to beginners | IEEE Conference Publication | IEEE Xplore

Claper: Recommend classical papers to beginners


Abstract:

Classical papers are of great help for beginners to get familiar with a new research area. However, digging them out is a difficult problem. This paper proposes Claper, a...Show More

Abstract:

Classical papers are of great help for beginners to get familiar with a new research area. However, digging them out is a difficult problem. This paper proposes Claper, a novel academic recommendation system based on two proven principles: the Principle of Download Persistence and the Principle of Citation Approaching (we prove them based on real-world datasets). The principle of download persistence indicates that classical papers have few decreasing download frequencies since they were published. The principle of citation approaching indicates that a paper which cites a classical paper is likely to cite citations of that classical paper. Our experimental results based on large-scale real-world datasets illustrate Claper can effectively recommend classical papers of high quality to beginners and thus help them enter their research areas.
Date of Conference: 10-12 August 2010
Date Added to IEEE Xplore: 09 September 2010
ISBN Information:
Conference Location: Yantai, China

References

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