Predicting the content dissemination trends by repost behavior modeling in mobile social networks

Journal of Network and Computer Applications

Volumn 42, Issue , 2014, Pages 197-207

  Lu, Xinjiang ^a   Yu, Zhiwen ^a   Guo, Bin ^a   Zhou, Xingshe ^a  

^a NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

Author keywords

Mobile social networks; Multimedia features examining; Repost behavior modeling; Trends prediction

Indexed keywords

FORECASTING; INFORMATION TECHNOLOGY; INTERNET OF THINGS; MOBILE DEVICES;

BEHAVIOR MODEL; INFORMATION AND COMMUNICATION TECHNOLOGIES; INTERNET OF THINGS (IOT); MOBILE SOCIAL NETWORKS; MULTIMEDIA FEATURES; NETWORKING ENVIRONMENT; SOCIAL NETWORKING SERVICES; TRENDS PREDICTIONS;

SOCIAL NETWORKING (ONLINE);

EID: 84901635843     PISSN: 10848045     EISSN: 10958592     Source Type: Journal    
DOI: 10.1016/j.jnca.2014.01.015     Document Type: Article

References (41)

1. Adar Eytan, Adamic Lada A. Tracking information epidemics in blogspace. Web intelligence. In: Proceedings of the 2005 IEEE/WIC/ACM international conference on IEEE; 2005.
2. Kevin Ashton That 'Internet of Things' thing RFiD J 22 2009 97 114
3. Luigi Atzori, Antonio Iera, and Giacomo Morabito Siot: giving a social structure to the internet of things IEEE Commun Lett 15 11 2011 1193 1195
4. Luigi Atzori, Antonio Iera, Giacomo Morabito, and Michele Nitti The social Internet of Things (SIoT) - when social networks meet the Internet of Things: concept, architecture and network characterization Comput Netw 56 16 2012 3594 3608
5. Bakshy Eytan, Karrer Brian, Adamic Lada A. Social influence and the diffusion of user-created content. In: Proceedings of the 10th ACM conference on electronic commerce. ACM; 2009.
6. Bakshy Eytan, Hofman Jake M., Mason Winter A., Watts Duncan J. Everyone's an influencer: quantifying influence on twitter. In: Proceedings of the fourth ACM international conference on Web search and data mining. ACM; 2011.
7. Albert-Laszlo Barabasi The origin of bursts and heavy tails in human dynamics Nature 435 7039 2005 207 211 (Pubitemid 40685946)
8. Boyd Danah, Golder Scott, Lotan Gilad. Tweet, tweet, retweet: conversational aspects of retweeting on twitter. In: Proceedings of the IEEE 43rd Hawaii International Conference on System Sciences (HICSS); 2010.
9. Sia Ka Cheung, Cho Junghoo, Hino Koji, Chi Yun, Zhu Shenghuo, and Tseng Belle L. Monitoring RSS feeds based on user browsing pattern. 2007 ICWSM
10. Aaron Clauset, Cosma Rohilla Shalizi, and Mark E.J. Newman Power-law distributions in empirical data SIAM Rev 51 4 2009 661 703
11. Paolo Costa, Cecilia Mascolo, Mirco Musolesi, and Pietro Picco Gian Socially-aware routing for publish-subscribe in delay-tolerant mobile ad hoc networks IEEE J Sel Areas Commun 26 5 2008 748 760 (Pubitemid 351780193)
12. Andrew M. Edwards, Richard A. Phillips, Nicholas W. Watkins, Mervyn P. Freeman, Eugene J. Murphy, and Vsevolod Afanasyev et al. Revisiting Lévy flight search patterns of wandering albatrosses, bumblebees and deer Nature 449 7165 2007 1044 1048 (Pubitemid 350017586)
13. Fast Andrew, Jensen David, Neil Levine Brian. Creating social networks to improve peer-to-peer networking. In: Proceedings of the eleventh ACM SIGKDD international conference on knowledge discovery in data mining. ACM; 2005.
14. Galuba Wojciech, et al. Outtweeting the twitterers-predicting information cascades in microblogs. In: Proceedings of the 3rd conference on online social networks. USENIX Association; 2010.
15. Gomez Rodriguez Manuel, Leskovec Jure, Krause Andreas. Inferring networks of diffusion and influence. In: Proceedings of the 16th ACM SIGKDD international conference on knowledge discovery and data mining. ACM; 2010.
16. Bin Guo, Daqing Zhang, Zhu. Wang, Zhiwen Yu, and Xingshe Zhou Opportunistic IoT: exploring the harmonious interaction between human and the Internet of things J Netw Comput Appl, Elsevier 36 6 2013 1531 1539
17. Ankur Gupta, Achir Kalra, Daniel Boston, and Cristian Borcea MobiSoC: a middleware for mobile social computing applications Mobile Netw Appl 14 1 2009 35 52
18. Yu Haifeng, Kaminsky Michael, Gibbons Phillip B., and Flaxman Abraham Sybilguard: defending against sybil attacks via social networks ACM SIGCOMM Comput Commun Rev 36 4 2006 267 278
19. Frank A. Haight, and Frank A. Haight Handbook of the Poisson distribution 1967 100 107
20. K. Hwang, G.C. Fox, and J.J. Dongarra Distributed and cloud computing: from parallel processing to the Internet of Things 2011 12 13
21. Itbusinessedge.com. Government agencies establishing presence on social-networking sites [retrieved 13.03.11].
22. Ian Jolliffe Principal component analysis 2005 Encyclopedia of Statistics in Behavioral Science, John Wiley & Sons, Ltd.
23. Jon Kleinberg The convergence of social and technological networks Commun ACM 51 11 2008 66 72
24. Kwak Haewoon, Lee Changhyun, Park Hosung, Moon Sue. What is Twitter, a social network or a news media? In: Proceedings of the 19th international conference on world wide web. ACM; 2010.
25. Jure Leskovec, Lada A. Adamic, and Bernardo A. Huberman The dynamics of viral marketing ACM Trans Web (TWEB) 1 1 2007 5
26. David Liben-Nowell, and Jon Kleinberg Tracing information flow on a global scale using Internet chain-letter data Proc Natl Acad Sci 105 12 2008 4633 4638 (Pubitemid 351753798)
27. Sergio Marti, Prasanna Ganesan, and Garcia-Molina Hector SPROUT: P2P routing with social networks Current trends in database technology - EDBT 2004 workshops 2005 Springer Berlin Heidelberg
28. Dean R. Malmgren, Daniel B. Stouffer, Adilson E. Motter, and Luís A.N. Amaral A Poissonian explanation for heavy tails in e-mail communication Proc Natl Acad Sci 105 47 2008 18153 18158
29. Mei Alessandro, Morabito Giacomo, Santi Paolo, Stefa Julinda. Social-aware stateless forwarding in pocket switched networks. In: Infocom, 2011 proceedings of IEEE; 2011.
30. Mislove Alan, Gummadi Krishna P., Druschel Peter. Exploiting social networks for internet search. In: Proceedings of the 5th workshop on Hot Topics in Networks (HotNets06). Citeseer; 2006.
31. OSTP. Press release announcing review [retrieved 13.03.11].
32. Peng Huan-Kai, Zhu Jiang, Piao Dongzhen, Yan Rong, Zhang Ying. Retweet modeling using conditional random fields. In: Proceedings of the 2011 IEEE 11th International Conference on Data Mining Workshops (ICDMW); 2011.
33. Richard Perline Strong, weak and false inverse power laws Stat Sci 20 1 2005 68 88 (Pubitemid 41017673)
34. De Sandes, F.O. Edons, Li Weigang, Alba Cristina, and M.A. de Melo Logical model of relationship for online social networks and performance optimizing of queries Web Information Systems Engineering - WISE 2012 2012 Springer Berlin Heidelberg 726 736
35. Suh Bongwon, Hong Lichan, Pirolli Peter, Chi Ed H. Want to be retweeted? Large scale analytics on factors impacting retweet in twitter network. In: Proceedings of the 2010 IEEE second international conference on social computing (SocialCom); 2010.
36. Eric Sun, Itamar Rosenn, Cameron Marlow, and ThomasM. Lento Gesundheit! Modeling contagion through Facebook news feed. 2009 ICWSM
37. Gabor Szabo, and Bernardo A. Huberman Predicting the popularity of online content Commun ACM 53 8 2010 80 88
38. Nikolaos Vastardis, and Kun Yang Mobile social networks: architectures, social properties and key research challenges 2012 1 17
39. Fang Wu, and Bernardo A. Huberman Novelty and collective attention Proc Natl Acad Sci 104 45 2007 17599 17601 (Pubitemid 350210881)
40. Yang Zi, Guo Jingyi, Cai Keke, Tang Jie, Li Juanzi, Zhang Li, et al. Understanding retweeting behaviors in social networks. In: Proceedings of the 19th ACM international conference on information and knowledge management. ACM; 2010.
41. Zarrella Dan. Science of retweets [retrieved 15.12.09].