A multi-criteria hybrid citation recommendation system based on linked data

2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012

Volumn , Issue , 2012, Pages 283-288

  Zarrinkalam, Fattane ^a   Kahani, Mohsen ^a  

^a FERDOWSI UNIVERSITY OF MASHHAD   (Iran)

Author keywords

Citation Recommendation; Enrichmen; Linked Data; Multi criteria; Recommender Systems

Indexed keywords

CITATION RECOMMENDATION; COLLABORATIVE FILTERING; CONTENT-BASED; DATA LAYER; ENRICHMEN; LINKED DATUM; MULTI-CRITERIA; RECOMMENDATION ALGORITHMS; WEB OF DATUM;

DATA HANDLING; KNOWLEDGE ENGINEERING; RECOMMENDER SYSTEMS;

RESEARCH;

EID: 84873147124     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCKE.2012.6395393     Document Type: Conference Paper

References (19)

1. G. Adomavicius, A. Tuzhilin, "Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions," J. IEEE Trans. Knowl. Data Eng. Vol. 17, no 6, pp. 734-749, 2005. (Pubitemid 40860454)
2. R. Burke, "Hybrid Recommender Systems: Survey and Experiments," J. User Modeling and User-Adapted Interaction, vol. 12, no. 4, pp. 331-370, 2002.
3. G. Adomavicius, N. Manouselis, Y. Kwon, "Multi-Criteria Recommender Systems," in P. B. Kantor, F. Ricci, L. Rokach, B. Shapira (Eds.). Recommender Systems Handbook: A Complete Guide for Research Scientists and Practitioners Chapter 24. Springer, 2011.
4. T. Berners-Lee, "Linked Data. Design Issues for the World Wide Web," World Wide Web Consortium. http://www.w3.org/DesignIssues/LinkedData. html, 2006.
5. A. Passant, B. Heitmann, and C. Hayes, "Using linked data to build recommender systems," RecSys '9, New-York, NY USA, 2009.
6. B. Heitmann, and C., Hayes, "Using Linked Data to build open, collaborative recommender systems," AAAI Spring Symposium'Linked Data Meets Artificial Intelligence, pp. 76-81, 2010.
7. A. Passant, "dbrec-Music Recommendations Using DBpedia," International Semantic Web Conference (2), pp. 209-224, 2010.
8. N. Shabir, and C. Clarke, "Using Linked Data as a basis for a Learning Resource Recommendation System," 1st International Workshop on Semantic Web Applications for Learning and Teaching Support in Higher Education (SemHE'09), ECTEL'09, Nice, France, 2009.
9. C. Basu, H. Hirsh, W. Cohen, and C. Nevill-Manning, "Technical paper recommendations: a study in combining multiple information sources," J. Artificial Intelligence Research, vol. 1, pp. 231-252, 2001.
10. T. Bogers, and A. Bosch, "Recommending scientific articles using citeulike," ACM conference on Recommender systems, ACM New York, NY, USA. pp. 287-290, 2010.
11. K. Chandrasekaran, S. Gauch, P. Lakkaraju, and H.P. Luong, "Concept-Based Document Recommendations for CiteSeer Authors," 5th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems (July 29-August 01). Hannover, Germany, 2008.
12. A.K. Pudhiyaveetil, S. Gauch, H.P. Luong, and J. Josh Eno, "Conceptual recommender system for CiteSeerX," RecSys'2009. pp. 241-244, 2009.
13. S. McNee, L. Albert, D. Cosley, P. Gopalkrishnan, S. Lam, A. Rashid, J. Konstan, and J. Ried, "On the Recommending of Citations for Research Papers," ACM conference on Computer supported cooperative work. New York, NY, USA, pp. 116-125, 2002.
14. R. Torres, S. McNee, M. Abel, JA. Konstan, J. Riedl, "Enhancing digital libraries with TechLens," IEEE/ACM Joint Conference on Digital Libraries (ACM/IEEE JCDL'2004). Tuscon, AZ, USA, pp. 228-236, 2004.
15. J. Tang, J. Zhang, "A Discriminative Approach to Topic-Based Citation Recommendation," PAKDD, pp. 572-579, 2009.
16. T. Strohman, W.B. Croft, D. Jensen, "Recommending citations for academic papers," 30th Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pp. 705-706, 2007. (Pubitemid 350165029)
17. S. Bethard, D. Jurafsky, "Who should I cite? Learning literature search models from citation behavior," ACM Conference on Information and Knowledge Management, pp. 609-618, 2010.
18. Q. He, J. Pei, D. Kifer, P. Mitra, C.L. Giles, "Context-aware Citation Recommendation," 19th International World Wide Web Conference (WWW), pp. 421-430, 2010.
19. F. Zarrinkalam, M. Kahani, "Improving Bibliographic Search through Dataset Enrichment Using Linked Data," International Conference on Computer and Knowledge Engineering (ICCKE2011), pp. 265-270, 2011.