Using spam farm to boost PageRank

ACM International Conference Proceeding Series

Volumn 215, Issue , 2007, Pages 29-36

  Du, Ye ^a   Shi, Yaoyun ^a   Zhao, Xin ^a  

^a University of Michigan   (United States)

Author keywords

Link spamming; Markov chain; PageRank algorithm

Indexed keywords

ALGORITHMS; DATA MINING; MARKOV PROCESSES; SECURITY OF DATA; WORLD WIDE WEB;

LINK SPAMMING; PAGERANK ALGORITHM; RANKING ALGORITHMS; WEB SPAMMING;

SPAMMING;

EID: 35548972547     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1244408.1244415     Document Type: Conference Paper

References (18)

1. T. Saris A. Benczr, K. Csalogny and M. Uher. Spamrank - fully automatic link spam detection. In Proc. Int'l Workshop Adversarial Information Retrieval on the Web, 2005.
2. David Aldous and James Allen Fill. Reversible markov chains and random walks on graphs. www.stat.berkeley.edu/ aldous/RWG/book.html.
3. Monica, Bianchini, Marco Gori, and Franco Scarselli. Inside pagerank. ACM Trans. Inter. Tech., 5(1):92-128, 2005.
4. Sergey Brin and Lawrence Page. The anatomy of a large-scale hypertextual web search engine. In WWW7: Proceedings of the seventh international conference on World Wide Web 7, pages 107-117, Brisbane, Australia, 1998.
5. Alice Cheng and Eric Friedman. Manipulability of pagerank under sybil strategies. 2006. First Workshop on the Economics of Networked Systems.
6. Steve Chien, Cynthia, Dwork, Ravi Kumar, Daniel R., Simon, and D. Sivakumar. Link evolution: Analysis and algorithms. Internet Mathematics, 1(3):277-304, 2003.
7. Dennis Fetterly, Mark Manasse, and Marc Najork. Spam, damn spam, and statistics: using statistical analysis to locate spam web pages. In WebDB '04: Proceedings of the 7th International Workshop on the Web and Databases, pages 1-6, New York, NY, USA, 2004. ACM Press.
8. Zoltán Gyöngyi and Hector Garcia,-Molina. Link spam alliances. In VLDB '05: Proceedings of the 31st international conference on Very large data bases, pages 517-528. VLDB, 2005.
9. Zoltán Gyöngyi and Hector Garcia-Molina. Spam: It's not just for inboxes anymore. IEEE Computer Magazine, 38(10):28-34, October 2005.
10. Zoltán Gyöngyi and Hector Garcia-Molina. Web spam taxonomy. In First International Workshop on Adversarial Information Retrieval on the Web, 2005.
11. Zoltán Gyöngyi, Hector Garcia,-Molina, and Jan Pedersen. Combating web spam with TrustRank. In Proceedings of the 30th International Conference on Very Large Databases, pages 576-587. Morgan Kaufmann, 2004.
12. Monika R. Henzinger, Rajeev Motwani, and Craig Silverstein. Challenges in web search engines. SIGIR. Forum, 36(2):11-22, 2002.
13. John G. Kemeny and J Laurie Snell. Finite markov chains, 1960. D. Van Nostrand Company.
14. A. Langville and C. Meyer. Deeper inside pagerank. Internet Mathematics, 1(3):335-380, 2005.
15. Andrew Y. Ng, Alice X. Zheng, and Michael I. Jordan. Link analysis, eigenvectors and stability. In IJCAI, pages 903-910, 2001.
16. Ignacio Palacios-Huerta, and Oscar Volij. The measurement of intellectual influence. Econometrica, 72(3):963-977, 2004.
17. Tina Liu Sibel Adali and Malik Magdon-Ismail. Optimal link bombs are uncoordinated. In Proceeding of AIRWeb, 2005.
18. Baoning Wu and Brian D. Davison. Identifying link farm spam pages. In WWW '05: Special interest tracks and posters of the 14th international conference on World Wide Web, pages 820-829, New York, NY, USA, 2005. ACM Press.