Do Your Worst to Make the Best: Paradoxical Effects in PageRank Incremental Computations

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3243, Issue , 2004, Pages 168-180

  Boldi, Paolo ^a,b   Santini, Massimo ^a   Vigna, Sebastiano ^a  

^a UNIVERSITY OF MILAN   (Italy)

^b UNIVERSITY OF MODENA AND REGGIO EMILIA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

GRAPH THEORY; WEB CRAWLER;

BREADTH-FIRST; COMPLETE GRAPHS; EXPERIMENTAL ANALYSIS; HIGH QUALITY; INCREMENTAL COMPUTATION; KENDALL'S TAU; LARGE SCALE EXPERIMENTS; RANDOM GRAPHS;

GRAPH ALGORITHMS;

EID: 35048887031     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30216-2_14     Document Type: Article

References (28)

1. Cho, J., García-Molina, H., Page, L.: Efficient crawling through URL ordering. Computer Networks and ISDN Systems 30 (1998) 161-172
2. Eiron, N., McCurley, K.S., Tomlin, J.A.: Ranking the web frontier. In: Proceedings of the 13th conference on World Wide Web, ACM Press (2004) 309-318
3. Page, L., Brin, S., Motwani, R., Winograd, T.: The pagerank citation ranking: Bringing order to the web. Technical report, Stanford Digital Library Technologies Project, Stanford University, Stanford, CA, USA (1998)
4. Boldi, P., Codenotti, B., Santini, M., Vigna, S.: Ubicrawler: A scalable fully distributed web crawler. Software: Practice & Experience 34 (2004) 711-726
5. Najork, M., Wiener, J.L.: Breadth-first search crawling yields high-quality pages. In: Proc. of Tenth International World Wide Web Conference, Hong Kong, China (2001)
6. Kumar, R., Raghavan, P., Rajagopalan, S., Sivakumar, D., Tomkins, A., Upfal, E.: Stochastic models for the web graph. In: Proceedings of the 41st Annual Symposium on Foundations of Computer Science, IEEE Computer Society (2000) 57
7. Kendall, M., Gibbons, J.D.: Rank Correlation Methods. Edward Arnold (1990)
8. Fagin, R., Kumar, R., Sivakumar, D.: Comparing top k lists. In: Proceedings of the fourteenth annual ACM-SIAM symposium on Discrete algorithms, Society for Industrial and Applied Mathematics (2003) 28-36
9. Fagin, R., Kumar, R., McCurley, K.S., Novak, J., Sivakumar, D., Tomlin, J.A., Williamson, D.P.: Searching the workplace web. In: Proceedings of the twelfth international conference on World Wide Web, ACM Press (2003) 366-375
10. Dwork, C., Kumar, R., Naor, M., Sivakumar, D.: Rank aggregation methods for the web. In: Proceedings of the tenth international conference on World Wide Web, ACM Press (2001) 613-622
11. Kamvar, S.D., Haveliwala, T.H., Manning, C.D., Golub, G.H.: Extrapolation methods for accelerating pagerank computations. In: Proceedings of the twelfth international conference on World Wide Web, ACM Press (2003) 261-270
12. Kendall, M.G.: Rank Correlation Methods. Hafner Publishing Co., New York (1955)
13. Knight, W.R.: A computer method for calculating kendall's tau with ungrouped data. Journal of the American Statistical Association 61 (1966) 436-439
14. Kendall, M.G.: A new measure of rank correlation. Biometrika 30 (1938) 81-93
15. Brin, S., Page, L.: The anatomy of a large-scale hypertextual web search engine. Computer Networks 30 (1998) 107-117
16. Haveliwala, T.: Efficient computation of pagerank. Technical report, Stanford University (1999)
17. Lee, H.C., Borodin, A.: Perturbation of the hyper-linked environment. In: Computing and Combinatorics, 9th Annual International Conference, COCOON 2003, Big Sky, MT, USA, July 25-28, 2003, Proceedings. Volume 2697 of Lecture Notes in Computer Science., Springer (2003) 272-283
18. Ng, A.Y., Zheng, A.X., Jordan, M.I.: Stable algorithms for link analysis. In: Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval, ACM Press (2001) 258-266
19. Abiteboul, S., Preda, M., Cobena, G.: Adaptive on-line page importance computation. In: Proceedings of the twelfth international conference on World Wide Web, ACM Press (2003) 280-290
20. Bianchini, M., Gori, M., Scarselli, F.: Inside pageRank. ACM Transactions on Internet Technologies (2004) To appear.
21. Langville, A.N., Meyer, C.D.: Deeper inside pageRank. Internet Mathematics (2004) To appear.
22. Lempel, R., Moran, S.: Rank stability and rank similarity of link-based web ranking algorithms in authority connected graphs (2004) Information Retrieval (in print); special issue on Advances in Mathematics and Formal Methods in Information Retrieval.
23. Hirai, J., Raghavan, S., Garcia-Molina, H., Paepcke, A.: Webbase: A repository of web pages. In: Proc. of WWW9, Amsterdam, The Netherlands (2000)
24. Albert, R., Barábasi, A.L., Jeong, H.: Diameter of the World Wide Web. Nature 401 (1999)
25. Boldi, P., Vigna, S.: The WebGraph framework I: Compression techniques. In: Proc. of the Thirteenth International World Wide Web Conference, Manhattan, USA (2004) 595-601
26. Boldi, P., Vigna, S.: The WebGraph framework II: Codes for the World-Wide Web. Technical Report 294-03, Università di Milano, Dipartimento di Scienze dellI'Informazione (2003) To appear as a poster in Proc. of DCC 2004, IEEE Press.
27. Donato, D., Laura, L., Leonardi, S., Milozzi, S.: A library of software tools for performing measures on large networks (2004) http://www.dis .uniromal. it/~cosin/html.pages/COSIN-Tools .htm.
28. Kamvar, S.D., Haveliwala, T.H., Manning, C.D., Golub, G.H.: Exploiting the block structure of the web for computing pagerank. Technical report, Stanford University (2003)