Context-aware citation recommendation

Proceedings of the 19th International Conference on World Wide Web, WWW '10

Volumn , Issue , 2010, Pages 421-430

  He, Qi ^a   Pei, Jian ^b   Kifer, Daniel ^a   Mitra, Prasenjit ^a   Giles, Lee ^a  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

^b SIMON FRASER UNIVERSITY   (Canada)

Author keywords

bibliometrics; context; gleason's theorem; recommender systems

Indexed keywords

BIBLIOMETRICS; CONTEXT-AWARE; CONTEXT-BASED; EMPIRICAL EVALUATIONS; HIGH QUALITY; NON-PARAMETRIC PROBABILISTIC MODELS; PROTOTYPE SYSTEM; RECOMMENDATION SYSTEMS; RECOMMENDER SYSTEMS;

DIGITAL LIBRARIES; QUANTUM THEORY; RESEARCH; WORLD WIDE WEB;

TECHNICAL WRITING;

EID: 77954618200     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1772690.1772734     Document Type: Conference Paper

References (27)

1. R. Agrawal, T. Imielinski and A. Swami. Mining Association Rules Between Sets of Items in Large Databases. SIGMOD, 1993.
2. S. Aya, C. Lagoze and T. Joachims. Citation Classification and its Applications. ICKM'05.
3. K. Banaszek, G. D'Ariano, M. Paris and M. Sacchi. Maximum-likelihood estimation of the density matrix. Physical Review A, 1999.
4. C. Basu, H. Hirsh, W. Cohen and C. Nevill-Manning. Technical Paper Recommendation: A Study in Combining Multiple Information Sources. J. of Artificial Intelligence Research, 2001.
5. D. Blei, A. Ng and M. Jordan. Latent dirichlet allocation. J. Machine Learning Research 2003.
6. K. Chandrasekaran, S. Gauch, P. Lakkaraju and H. Luong. Concept-Based Document Recommendations for CiteSeer Authors. Adaptive Hypermedia and Adaptive Web-Based Systems, Springer, 2008.
7. D. Cohn and T. Hofmann. The missing link - a probabilistic model of document content and hypertext connectivity. NIPS'01.
8. F. Diaz. Regularizing Ad Hoc Retrieval Scores. CIKM'05.
9. E. Erosheva, S. Fienberg and J. Lafferty. Mixed membership models of scientific publications. PNAS 2004.
10. A. Gleason. Measures on the Closed Subspaces of a Hilbert Space. J. of Mathematics and Mechanics, 1957.
11. S. Huang, G. Xue, B. Zhang, Z. Chen, Y. Yu and W. Ma. TSSP: A Reinforcement Algorithm to Find Related Papers. WI'04.
12. A. Jeffrey and H. Dai. Handbook of Mathematical Formulas and Integrals. Academic Press, 2008.
13. J. Kleinberg. Authoritative sources in a hyperlinked environment. J. of the ACM, 1999.
14. J. Lafferty and G. Lebanon. Diffusion Kernels on Statistical Manifolds. J. of Machine Learning Research, 2005.
15. D. Liben-Nowell and J. Kleinberg. The link prediction problem for social networks. CIKM'03.
16. S. McNee, I. Albert, D. Cosley, P. Gopalkrishnan, S. Lam, A. Rashid, J. Konstan and J. Riedl. On the Recommending of Citations for Research Papers. CSCW'02.
17. M. Melucci. A basis for information retrieval in context. TOIS, 2008.
18. R. Nallapati, A. Ahmed, E. Xing and W. Cohen. Joint latent topic models for text and citations. SIGKDD'08.
19. Z. Nie, Y. Zhang, J. Wen and W. Ma. Object-Level Ranking: Bringing Order to Web Objects. WWW'05.
20. C. Rijsbergen. The Geometry of Information Retrieval. Cambridge University Press, 2004.
21. A. Ritchie. Citation context analysis for information retrieval. PhD thesis, University of Cambridge, 2008.
22. B. Shaparenko and T. Joachims. Identifying the Original Contribution of a Document via Language Modeling. ECML, 2009.
23. T. Strohman, W. Croft and D. Jensen. Recommending Citations for Academic Papers. SIGIR'07 and Technical Report, http://ciir-publications.cs.umass.edu/ getpdf.php?id=610.
24. J. Tang and J. Zhang. A Discriminative Approach to Topic-Based Citation Recommendations PAKDD'09.
25. R. Torres, S. McNee, M. Abel, J. Konstan and J. Riedl. Enhancing Digitial Libraries with Techlens. JCDL'04.
26. F. Wang, B. Chen and Z. Miao. A Survey on Reviewer Assignment Problem. IEA/AIE'08.
27. D. Zhou, S. Zhu, K. Yu, X. Song, B. Tseng, H. Zha and L. Giles. Learning Multiple Graphs for Document Recommendations. WWW'08.