A discriminative approach to topic-based citation recommendation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5476 LNAI, Issue , 2009, Pages 572-579

  Jie, Tang ^a   Jing, Zhang ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BASELINE METHODS; DISCRIMINATIVE APPROACH; RESTRICTED BOLTZMANN MACHINE; TWO LAYERS;

MINING;

EID: 67650705049     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-01307-2_55     Document Type: Conference Paper

References (12)

1. Buckley, C., Voorhees, E.M.: Retrieval evaluation with incomplete information. In: Proceedings of the 27th Annual International ACMSIGIR Conference on Research and Development in Information Retrieval (SIGIR 2004), pp. 25-32 (2004)
2. Craswell, N., de Vries, A.P., Soboroff, I.: Overview of the trec-2005 enterprise track. In: TREC 2005 Conference Notebook, pp. 199-205 (2005)
3. Garfield, E.: Citation analysis as a tool in journal evaluation. Science 178(4060), 471-479 (1972)
4. Hinton, G.E.: Training products of experts by minimizing contrastive divergence. Neural Computation 14, 1771 - 1800 (2002)
5. Hinton, G.E.: A fast learning algorithm for deep belief nets. Neural Computation 18, 1527-1554 (2006) (Pubitemid 44024729)
6. Kessler, M.M.: Bibliographic coupling between scientific papers. American Documentation 14, 10-25 (1963)
7. McNee, S.M., Albert, I., Cosley, D., Gopalkrishnan, P., Lam, S.K., Rashid, A.M., Konstan, J.A., Riedl, J.: On the recommending of citations for research papers. In: CSCW 2002, pp. 116-125 (2002)
8. Smolensky, P.: Information processing in dynamical systems: foundations of harmony theory. pp. 194-281 (1986)
9. Strohman, T., Croft, W.B., Jensen, D.: Recommending citations for academic papers. In: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2007), pp. 705-706 (2007) (Pubitemid 350165029)
10. Tang, J., Zhang, J., Yao, L., Li, J., Zhang, L., Su, Z.: Arnetminer: Extraction and mining of academic social networks. In: KDD 2008, pp. 990-998 (2008)
11. Welling, M., Rosen-Zvi, M., Hinton, G.E.: Exponential family harmoniums with an application to infomration retrieval. In: Proceedings of the 17th Neural Information Processing Systems (NIPS 2005) (2005)
12. Xing, E.P., Yan, R., Hauptmann, A.G.: Mining associated text and images with dual-wing harmoniums. In: Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence (UAI 2005), pp. 633-641 (2005)