Exploiting social networks for publication venue recommendations

KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval

Volumn , Issue , 2012, Pages 239-245

  Luong, Hiep ^a   Huynh, Tin ^b   Gauch, Susan ^a   Hoang, Kiem ^b  

^a UNIVERSITY OF ARKANSAS   (United States)

^b VIETNAM NATIONAL UNIVERSITY   (Viet Nam)

Author keywords

KNN; Machine learning; Publication history; Recommender systems; Social network analysis

Indexed keywords

CONTENT-BASED ANALYSIS; CONTENT-BASED APPROACH; INTERACTIVE RELATIONSHIPS; KNN; NETWORK-BASED APPROACH; PUBLICATION HISTORY; RESEARCH COLLABORATIONS; SCIENTIFIC PUBLICATIONS;

INFORMATION RETRIEVAL; LEARNING SYSTEMS; RECOMMENDER SYSTEMS; RESEARCH; SOCIAL NETWORKING (ONLINE);

PUBLISHING;

EID: 84881517293     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. Abbasi, A. and Altmann, J. 2011. "On the Correlation between Research Performance and Social Network Analysis Measures Applied to Research Collaboration Networks, " 44th Hawaii International Conference on System Sciences, 2011, pp.1-10.
2. Adomavicius, G., and Tuzhilin, A. 2005. "Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions." IEEE Trans. On Knowledge and Data Engineering, pp. 734-749.
3. Cunningham, P., Delany, S.J. 2007. "k-Nearest Neighbour Classifiers" In: Multiple Classifier Systems, pp. 1-17. University College Dublin (2007).
4. Garfield, E. 2006. "Citation Indexes for Science: A New Dimension in Documentation through Association of Ideas". Int. J. Epidemiol. 35 (5): pp. 1123-1127.
5. Gauch, S., Madrid, J. M., Induri, S., Ravindran, D. and Chadlavada, S. 2004. "Key Concept: A Conceptual Search Engine", Center, Technical Report: ITTCFY2004- TR-8646-37, University of Kansas.
6. Hung-Hsuan Chen, Liang Gou, Xiaolong Zhang, and Clyde Lee Giles. 2011. "CollabSeer: a search engine for collaboration discovery." In Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries (JCDL '11). NY, USA, 231-240.
7. Klamma, R. & Pham, M. C., & Cao, Y. (2009). "You Never Walk Alone: Recommending Academic Events Based on Social Network Analysis." Proceedings of the First International Conference on Complex Science (Complex'09), Feb. 23-25, 2009, China.
8. Luong, H., Huynh, T., Gauch, S., Do, L., and Hoang, K. 2012. "Publication Venues Recommendation using Author Networks Publication History", The 4th Asian Conference on Intelligent Information and Database Systems, March 19-21, 2012, Kaohsiung, Taiwan. ACIIDS (3) 2012: pp.426-435.
9. Microsoft Academic Search, http://academic.research.microsoft.com.
10. Mika, P., 2005. "Flink: Semantic web technology for the extraction and analysis of social networks." Journal of Web Semantics, vol. 3(2).
11. Miki, T., Nomura, S., Ishida, T., 2005. "Semantic Web Link Analysis to Discover Social Relationships in Academic Communities." IEEE Computer Society, pp. 38-45.
12. Pham, M. C., Cao, Y., Klamma, R. and Jarke, M. 2011. "A clustering approach for collaborative filtering recommendation using social network analysis." J. UCS, 17(4):583-604, 2011.
13. Su, X. and Khoshgoftaar, T. M. (2009). A survey of collaborative filtering techniques. Adv. in Artificial Intelligence, 2009:1-20.
14. Tang, J., Zhang, J., Yao, L., Li, J., Zhang, L., Su, Z. 2008. "Arnetminer: extraction and mining of academic social networks." Proceeding of the 14th ACM SIGKDD. NY, USA (2008), pp. 990-998.
15. Yan, S., & Lee, D. (2007). "Toward alternative measures for ranking venues: a case of database research community." Proc. of the 7th ACM/IEEE joint conference on digital libraries, pp. 235-244.
16. Yang, Y., Liu, X. 1999. "A re-examination of text categorization methods." Proc. of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval, pp. 42-49. Berkeley, California, United States (1999).
17. Zhuang, Z., Elmacioglu, E., Lee, D., & Giles, C. L. (2007). "Measuring conference quality by mining program committee characteristics." Proceedings of the 7th ACM/IEEE joint conference on digital libraries, ACM, New York, USA, pp. 225-234.