Efficient Algorithms for Social Network Coverage and Reach

Proceedings - 2015 IEEE International Congress on Big Data, BigData Congress 2015

Volumn , Issue , 2015, Pages 467-474

  Puthal, Deepak ^a   Nepal, Surya ^a   Paris, Cecile ^a   Ranjan, Rajiv ^b   Chen, Jinjun ^a  

^a UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

^b CSIRO   (Australia)

Author keywords

Approximation Algorithm; Complexity; Network Coverage; Network Reach; Social Networks

Indexed keywords

ALGORITHMS; APPROXIMATION ALGORITHMS; BIG DATA; COMPLEX NETWORKS; COMPUTATIONAL COMPLEXITY; FLOW GRAPHS; INTERNET; SOCIAL NETWORKING (ONLINE); SOCIAL SCIENCES COMPUTING;

COMPLEXITY; EMERGENCY SITUATION MANAGEMENTS; GOVERNMENT AGENCIES; NETWORK APPLICATIONS; NETWORK COVERAGE; OPTIMAL SOLUTIONS; SPECIFIC PROBLEMS; VERTEX COVER PROBLEMS;

GRAPH THEORY;

EID: 84959507972     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BigDataCongress.2015.75     Document Type: Conference Paper

References (41)

1. Cormen, Thomas H., Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein. Introduction to algorithms. Vol. 2. Cambridge: MIT press, 2001. ISBN 0-262-03293-7.
2. Liu, Chung Laung. Elements of discrete mathematics. Vol. 101. New York: McGraw-Hill, 1985.
3. Ding, Li, Bo Gu, Xiaoyan Hong, and Brandon Dixon. "Articulation node based routing in delay tolerant networks." In Pervasive Computing and Communications, 2009. PerCom 2009. IEEE International Conference on, pp. 1-6. IEEE, 2009.
4. Zeng, Yongguo, Dezheng Wang, Wei Liu, and Ao Xiong. "An approximation algorithm for weak vertex cover problem in IP network traffic measurement." InNetwork Infrastructure and Digital Content, 2009. IC-NIDC 2009. IEEE International Conference on, pp. 182-186. IEEE, 2009.
5. Akkaya, Kemal, and Mohamed Younis. "A survey on routing protocols for wireless sensor networks." Ad hoc networks 3, no. 3 (2005): 325-349.
6. Puthal, Deepak. "A Near Optimal Approximation Algorithm for Vertex-Cover Problem." arXiv preprint arXiv:1309.4953, 2013.
7. Borgatti, Stephen P., Martin G. Everett, and Linton C. Freeman. "Ucinet for Windows: Software for social network analysis." Harvard, MA: Analytic Technologies, 2002.
8. Karakostas, George. "A better approximation ratio for the vertex cover problem." In Automata, languages and programming, pp. 1043-1050, 2005.
9. Karakostas, George. "A better approximation ratio for the vertex cover problem." ACM Transactions on Algorithms (TALG) Vol. 5(4), pp. 41.1-41.8, 2009.
10. Bar-Yehuda, Reuven, and Shimon Even. "A local-ratio theorem for approximating the weighted vertex cover problem." North-Holland Mathematics Studies 109, pp. 27-45, 1985.
11. Monien, Burkhard, and Ewald Speckenmeyer. "Ramsey numbers and an approximation algorithm for the vertex cover problem." Acta Informatica vol. 22(1), pp. 115-123, 1985.
12. Arora, Sanjeev, Satish Rao, and Umesh Vazirani. "Expander flows, geometric embeddings and graph partitioning." Journal of the ACM (JACM) Vol. 56(2), 2009.
13. Khot, Subhash, and Oded Regev. "Vertex cover might be hard to approximate to within 2." Journal of Computer and System Sciences vol. 74(3), pp. 335-349, 2008.
14. Shah, Kartik, Praveenkumar Reddy, and R. Selvakumar. "Vertex Cover Problem-Revised Approximation Algorithm." In Artificial Intelligence and Evolutionary Algorithms in Engineering Systems, pp. 9-16. Springer India, 2015.
15. Kuhn, Fabian, and Monaldo Mastrolilli. "Vertex cover in graphs with locally few colors." Information and Computation Vol. 222, pp. 265-277, 2013.
16. Huang, Chi-Fu, and Yu-Chee Tseng. "The coverage problem in a wireless sensor network." Mobile Networks and Applications vol. 10(4), pp. 519-528, 2005.
17. Puthal, Deepak, Bibhudatta Sahoo, and Suraj Sharma. "Dynamic Model for Efficient Data Collection in Wireless Sensor Networks with Mobile Sink." International Journal of Computer Science and Technology, vol. 3(1), pp. 623-628, 2012.
18. Kempe, David, Jon Kleinberg, and Éva Tardos. "Maximizing the spread of influence through a social network." In Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 137-146. ACM, 2003.
19. Leskovec, Jure, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne VanBriesen, and Natalie Glance. "Cost-effective outbreak detection in networks." In Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 420-429. ACM, 2007.
20. Ioannidis, Stratis, Augustin Chaintreau, and Laurent Massoulie. "Optimal and scalable distribution of content updates over a mobile social network." InINFOCOM 2009, IEEE, pp. 1422-1430. IEEE, 2009.
21. Gao, Wei, Qinghua Li, Bo Zhao, and Guohong Cao. "Multicasting in delay tolerant networks: A social network perspective." In Proceedings of the tenth ACM international symposium on Mobile ad hoc networking and computing, pp. 299-308. ACM, 2009.
22. Michael jackson on tmz, iran on twitter. http://www.blogher.com/spreading-news.
23. E. Morozov. Swine flu: Twitters power to misinform. Foreign Policy, April 2009.
24. Manovich, Lev. "Trending: The promises and the challenges of big social data." 2011.
25. Boyd, Danah, and Kate Crawford, "Six provocations for big data." A Decade in Internet Time: Symposium on the Dynamics of the Internet and Society, 2011.
26. Hu, Han, Y. O. N. G. G. A. N. G. Wen, T. Chua, and X. U. E. L. O. N. G. Li. "Towards Scalable Systems for Big Data Analytics: A Technology Tutorial." IEEE Access, Vol. 2, pp. 652-687, 2014.
27. Wikibon. A Comprehensive List of Big Data Statistics, 2013 [online]. Available: http://wikibon.org/blog/big-data-statistics/
28. Gantz, John, and David Reinsel. "The digital universe in 2020: Big data, bigger digital shadows, and biggest growth in the far east." IDC iView: IDC Analyze the Future 2007, pp. 1-16, 2012.
29. Budak, Ceren, Divyakant Agrawal, and Amr El Abbadi. "Limiting the spread of misinformation in social networks." In Proceedings of the 20th international conference on World Wide Web, pp. 665-674. ACM, 2011.
30. Boyd, Danah M. "Friendster and publicly articulated social networking." Conference on Human Factors and Computing Systems, pp. 1279-1282, 2004.
31. Meiss, Mark R., Filippo Menczer, and Alessandro Vespignani. "Structural analysis of behavioral networks from the Internet." Journal of Physics A: Mathematical and Theoretical, vol. 41(22), pp. 224-022, 2008.
32. Cameron, Mark A., Robert Power, Bella Robinson, and Jie Yin. "Emergency situation awareness from twitter for crisis management." In Proceedings of the 21st international conference companion on World Wide Web, pp. 695-698. ACM, 2012.
33. Mtibaa, Abderrahmen, Augustin Chaintreau, Jason LeBrun, Earl Oliver, Anna-Kaisa Pietilainen, and Christophe Diot. "Are you moved by your social network application?." In Proceedings of the first workshop on Online social networks, pp. 67-72. ACM, 2008.
34. He, Hao, Haixun Wang, Jun Yang, and Philip S. Yu. "Compact reachability labeling for graph-structured data." In Proceedings of the 14th ACM international conference on Information and knowledge management, pp. 594-601. ACM, 2005.
35. Hwang, Moon Ho, and Bernard P. Zeigler. "Reachability graph of finite and deterministic devs networks." IEEE Transactions on Automation Science and Engineering.Vol. 6 (3), 2009.
36. Jin, Ruoming, Hui Hong, Haixun Wang, Ning Ruan, and Yang Xiang. "Computing label-constraint reachability in graph databases." In Proceedings of the 2010 ACM SIGMOD International Conference on Management of data, pp. 123-134, 2010.
37. Fan, Wenfei, Jianzhong Li, Shuai Ma, Nan Tang, and Yinghui Wu. "Adding regular expressions to graph reachability and pattern queries." In Data Engineering (ICDE), 2011 IEEE 27th International Conference on, pp. 39-50, 2011.
38. Sahoo, B. P. S., Satyajit Rath, and Deepak Puthal. "Energy efficient protocols for wireless sensor networks: A survey and approach." International Journal of Computer Applications, vol. 44(18), pp. 43-48, 2012.
39. Puthal, Deepak. "Secure Data Collection and Critical Data Transmission Technique in Mobile Sink Wireless Sensor Networks." M.Tech Thesis, National Institute of Technology, Rourkela, 2012.
40. Puthal, Deepak, and Bibhudatta Sahoo. "Secure Data Collection & Critical Data Transmission in Mobile Sink WSN: Secure and Energy efficient data collection technique." LAP Lambert Academic Publishing: Germany, 2012. ISBN: 978-3-659-16846-8.
41. Nair, Ravi. "Big data needs approximate computing: Technical perspective."Communications of the ACM vol. 58(1), pp. 104, 2014.