Finding groups of friends who are significant across multiple domains in social networks

2013 5th International Conference on Computational Aspects of Social Networks, CASoN 2013

Volumn , Issue , 2013, Pages 21-26

  Tanbeer, Syed Khairuzzaman ^a   Jiang, Fan ^a   Leung, Carson Kai Sang ^a   MacKinnon, Richard Kyle ^a   Medina, Irish J M ^a  

^a UNIVERSITY OF MANITOBA   (Canada)

Author keywords

Applications on social networks; Computational aspects of social networks; Knowledge discovery and data mining; Social computing; Social network analysis and mining

Indexed keywords

DATA MINING; SOCIAL SCIENCES COMPUTING;

COMPUTATIONAL ASPECTS; KNOWLEDGE DISCOVERY AND DATA MININGS; KNOWLEDGE-SHARING; LINKEDIN; MULTIPLE DOMAINS; SOCIAL COMPUTING; SOCIAL DOMAINS; SOCIAL NETWORK ANALYSIS AND MININGS;

SOCIAL NETWORKING (ONLINE);

EID: 84889000405     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CASoN.2013.6622608     Document Type: Conference Paper

References (24)

1. N. Agarwal & H. Liu, Modeling and Data Mining in Blogosphere. Morgan & Claypool Publishers, 2009.
2. R. Agrawal & R. Srikant, "Fast algorithms for mining association rules in large databases" in VLDB 1994, pp. 487-499.
3. c. Bernard, H. Debar, & S. Benayoune, "Cross-domain vulnerabilities over social networks" in CASoN 2012, pp. 8-13.
4. P. Budka, K. Skibicki, P. Kazienko, & K. Musial, "A degree centrality in multi-layered social network" in CASoN 2011, pp. 237-242.
5. J.J. Cameron, A. Cuzzocrea, F Jiang, & C.K.-S. Leung, "Mining frequent itemsets from sparse data streams in limited memory environments" in WAIM 2013 pp. 51-57.
6. P, J. Carrington, J. Scott, & S. Wasserman, Eds., Models and Methods in Social Network Analysis. Cambridge University Press, 2005.
7. X. Ding, L. Zhang, Z. Wan, & M.L. Gu, "A brief survey on de-anonymization attacks in online social networks" in CASoN 2010, pp. 611-615.
8. F Jiang & C.K.-S. Leung, "Stream mining of frequent patterns from delayed batches of uncertain data" in DaWaK 2013, pp. 209-221.
9. F Jiang, C.K.-S. Leung, & S.K. Tanbeer, "Finding popular friends in social networks" in SCA 2012, pp. 501-508.
10. J. Han, J. Pei, & Y. Yin, "Mining frequent patterns without candidate generation" in ACM SIGMOD 2000, pp. 1-12.
11. C.K.-S. Leung, A. Cuzzocrea, & F Jiang, "Discovering frequent patterns from uncertain data streams with time-fading and landmark models" TLDKS, 8, pp. 174-196, 2013.
12. C.K.-S. Leung & Y Hayduk, "Mining frequent patterns from uncertain data with MapReduce for Big Data analytics" in DASFAA 2013, Part I, pp. 440-455.
13. C.K.-S. Leung, U.M. Medina, & S.K. Tanbeer, "Analyzing social networks to mine important friends" in Social Media Mining and Social Network Analysis: Emerging Research, pp. 90-104.
14. C.K.-S. Leung & S.K. Tanbeer, "Mining social networks for significant friend groups" in DASFAA 2012 Workshops, pp. 180-192.
15. C.K.-S. Leung & S.K. Tanbeer, "PUF-tree: a compact tree structure for frequent pattern mining of uncertain data" in PAKDD 2013, Part I, pp. 13-25.
16. Y-c. Li, J.-S. Yeh, & C.-C. Chang, "Isolated items discarding strategy for discovering high utility itemsets" DKE, 64(1), pp. 198-217, 2008.
17. H. Liu, P.S. Yu, N. Agarwal, & T Suel, "Guest editors' introduction: social computing in the blogosphere" IEEE Internet Computing, 14(2), pp. 12-14, 2010.
18. Y Liu, W.-K. Liao, & A. Choudhary, "A two phase algorithm for fast discovery of high utility of itemsets" in PAKDD 2005, pp. 689-695.
19. S.K. Tanbeer & C.K.-S. Leung, "Finding diverse friends in social networks" in APWeb 2013, pp. 301-309.
20. S.K. Tanbeer, C.K.-S. Leung, & J.J. Cameron, "DIFSoN: Discovering influential friends from social networks" in CASoN 2012, pp. 120-125.
21. S. Wasserman & K. Faust, Social Network Analysis: Methods and Applications. Cambridge University Press, 1994.
22. H. Yao, H, J. Hamilton, & C. J. Butz, "A foundational approach to mining itemset utilities from databases" in SDM 2004, pp. 482-486.
23. S. Ye & S.F. Wu, "Measuring message propagation and social influence on twitter.com" in SocInfo 2010, pp. 216-231.
24. J. Zhang, C. Wang, J. Wang, & P.S. Yu, "LaFT-tree: perceiving the expansion trace of one's circle of friends in online social networks" in ACM WSDM 2013, pp. 597-606.