Submitted for publication

2010

Under preparation

2010

Book chapters

2009

  • Debora Donato, Aristides Gionis. Next Generation Search. In Algorithms for Next Generation Networks. G. Cormode, M. Thottan edits. Computer Communications and Networks. Springer. 2009. [bib]

  • D.Donato, A. Gionis: Graph Mining for the Web. In H. Wang and C.Aggarwal (eds) \Managing and mining graph data", Springer. 2009 [bib]

2007

  • D. Donato, L. Laura, S. Leonardi and S. Millozzi: Modeling the Webgraph: how far we are. In G. Caldarelli and A. Vespignani (eds) "Large structure and Dynamics of Complex Networks", World Scientific pp. 133-161. 2007.

Journals

2010

2009

  • F. Bonchi, C. Castillo, D. Donato, A. Gionis, Taxonomy-driven lumping for sequence mining. Data Mining and Knowledge Discovery [bib]

2008

  • Debora Donato, Stefano Leonardi, Stefano Millozzi, Panayiotis Tsaparas: "Mining The Inner Structure of the Web Graph" . J. Phys. A: Math. Theor. 41 224017 (12pp) [bib | pdf]

  • Luca Becchetti, Carlos Castillo, Debora Donato, Stefano Leonardi, Ricardo Baeza-Yates: "Link Analysis for Web Spam Detection". ACM Trans. Web 2, 1, 1-42, 2008 [bib | pdf]

  • Josiane Xavier-Parreira, Carlos Castillo, Debora Donato, Sebastian Michel, Gerhard Weikum: "The JXP Method for Robust PageRank Approximation in Peer-to-Peer Web Search Network". VLDB Journal 17, 2, pp. 291-313, 2008 [bib | pdf]

  • D. Donato, S. Leonardi, P. Tsaparas: Stability and Similarity of Link Analysis Ranking Algorithms. Special Issue of Internet Mathematics devoted to the ANAW workshop 3, 4, pp. 479-507, 2008. [bib | pdf]

2007

  • D. Donato, L. Laura, S. Leonardi and S. Millozzi: The Web as a graph: how far we are. ACM Trans. Interet Technol. 7, 1, 23 pp., 2007. [bib | pdf]

2006

  • D. Donato, L. Laura, S. Leonardi, U. Meyer, S. Millozzi, J. F. Sibeyn: Algorithms and Experiments for the Webgraph. Journal of Graph Algorithms and Applications 10, 2, pp. 219–236, 2006 [bib | pdf]

  • A. Capocci, V.D.P.Servedio, F. Colaiori, L.S. Buriol, D.Donato, S.Leonardi, G. Caldarelli: Preferential attachment in the growth of social networks: The internet encyclopedia Wikipedia, Physical Review E 74, 036116, 6 pp., 2006 [bib | pdf]

2004

  • D. Donato, L. Laura, S. Leonardi, S. Millozzi. Large Scale properties of the Webgraph.. European Journal of Physics B 38, pp. 239-243, 2004  [bib | pdf]

  • D. Donato, L. Laura, S. Leonardi, S. Millozzi Simulating the Webgraph: A Comparative Analysis of Models. Computing in Science & Engineering, Sep. 2004 [bib | pdf]

Proceedings

2010

  • D.Donato, F.Bonchi, T.Chi, Y.Maarek, "Do you want to take notes? Identifying research missions in Yahoo! Search Pad", Procs. of WWW 2010, pp 10, North Carolina, USA [bib | pdf]

2009

  • I. Bordino, D. Donato. Dynamic characterization of a large Web graph (Poster). Procs. of the 1st Web Science Conference. 2009.

  • Marcin Sydow, Francesco Bonchi, Carlos Castillo, Debora Donato. Optimising Topical Query Decomposition. Procs. of the ACM Workshop on Web Search Click Data. Barcelona, Spain, 2009.  [bib]

  • Paolo Boldi, Francesco Bonchi, Carlos Castillo, Debora Donato, Sebastiano Vigna. Query Suggestions Using Query-Flow Graphs. Procs. of the ACM Workshop on Web Search Click Data. pp. 56-63 Barcelona, Spain. 2009. [bib]

2008

  • Francesco Bonchi, Carlos Castillo, Debora Donato, Aristides Gionis: "Topical query decomposition". Procs. of 14th ACM KDD'08, Las Vegas, Nevada, pp. 52-60, 2008 [bib | pdf]

  • Paolo Boldi, Francesco Bonchi, Carlos Castillo, Debora Donato, Aristides Gionis, Sebastiano Vigna: "The query-flow graph: model and applications". Procs of CIKM, Napa, California, 10 pp., 2008

  • Ilaria Bordino, Debora Donato, Aristides Gionis, Stefano Leonardi: Mining large networks with subgraph counting. Procs. of the 8th IEEE ICDM, Pisa, Italy, 6pp., 2008. [bib]

  • Debora Donato, Stefano Leonardi, Mario Paniccia: "Combining Transitive Trust and Negative Opinions for better Reputation Management in Social Networks". Procs of SNAKDD, Las Vegas, Nevada, 10pp., 2008. [bib | pdf]

  • Carlos Castillo, Claudio Corsi, Debora Donato, Paolo Ferragina and Aristides Gionis: "Query-log mining for detecting spam". Short paper, Procs. of AIRWeb, Beijing, China, 4 pp., 2008 . [bib | pdf]

  • Antti Ukkonen, Carlos Castillo, Debora Donato, Aristides Gionis: "Searching the Wikipedia with contextual information". Conference on Information and Knowledge Management (CIKM) (2008) [bib]

  • Eugene Agichtein, Carlos Castillo, Debora Donato, Aristides Gionis, Gilad Mishne: Finding high quality content in social media with an application to community-based question answering. To appear in Proceedings of Web Search and Data Mining (WSDM), Stanford, California, USA, 2008. ACM Press. [bib | pdf]

  • I. Bordino, P. Boldi, D. Donato, M. Santini, S. Vigna. Temporal evolution of the UK Web. Procs of the Workshop on Analysis of Dynamic Networks (ICDM-ADN'08), Pisa, Italy, 10 pp, 2008. [bib]

2007

  • Yana Volkovich, Nelly Litvak, Debora Donato. Determining factors behind the PageRank log-log plot . In Proceedings of the 5th Workshop On Algorithms And Models For The Web-Graph WAW. Springer. LNCS. San Diego, California. 2007 [bib | pdf]

  • Carlos Castillo, Debora Donato, Aristides Gionis. Estimating the Number of Citations using Author Reputation. In Proceedings of the String Processing and Information Retrieval Symposium SPIRE (to appear). Springer. LNCS. Santiago, Chile, 2007. [bib | pdf]

  • Carlos Castillo, Debora Donato, Aristides Gionis, Vanessa Murdock, Fabrizio Silvestri: Know your Neighbors: Web Spam Detection Using the Web Topology. In Proocedings of the 30th Annual International ACM SIGIR Conference. Amsterdam, Netherlands, 2007. [bib | pdf]

  • Yana Volkovich, Nelly Litvak, Debora Donato: Web Graph Parameters and the Pagerank Distribution. Mining and Learning with Graphs (MLG), Firenze, Italy. 2007

  • Debora Donato, Mario Paniccia, Maddalena Selis, Carlos Castillo, Giovanni Cortese, Stefano Leonardi: "New Metrics for Reputation Management in P2P Networks". Workshop on Adversarial Information Retrieval on the Web (AIRWeb), pp. 65-72. Banff, Canada. 2007 [bib]

  • Josiane-Xavier Parreira, Debora Donato, Carlos Castillo, Gerhard Weikum: Computing Trusted Authority Scores in Peer-to-Peer Network. Workshop on Adversarial Information Retrieval on the Web (AIRWeb), pp. 73-80. Banff, Canada. 2007. [bib]

2006

  • L.S. Buriol, C. Castillo, D. Donato, S. Leonardi: Temporal Analysis of the Wikigraph. In Proceedings of the International Conference on Web Intelligence. Hong Kong, China, December 2006 [bib | pdf]

  • J. Xavier Parreira, D. Donato, S. Michel, G. Weikum.: Efficient and Decentralized PageRank Approximation in a Peer-to-Peer Web Search Network. In Proceedings of 32 nd International Conference on Very Large Data Bases (VLDB06). Korea, September 2006. ACM Press

  • L. Becchetti, C. Castillo, D. Donato and A. Fazzone: A Comparison of Sampling Techniques for Web Characterization. In Proceedings at the Workshop on Link Analysis (LinkKDD). Philadelphia, USA, August 2006. ACM Press [bib | pdf]

  • L. Becchetti, C. Castillo, D. Donato, S. Leonardi, R. Baeza-Yates: Using Rank Propagation and Probabilistic Counting for Link-Based Spam Detection. In Proceedings of the Workshop on Web Mining and Web Usage Analysis (WebKDD). Philadelphia, USA, August 2006. ACM Press

  • L. Becchetti, C. Castillo, D. Donato, S. Leonardi, R. Baeza-Yates: Link-Based Characterization and Detection of Web Spam. In Proceedings at the Workshop on Adversarial Information Retrieval on the Web (AIRWeb). Seattle, USA, August 2006.

2005

  • L.S. Buriol, D. Donato, S. Leonardi, T. Matzner: Data Stream Computation for Monitoring Statistics of Massive Webgraphs, Conference on Complex Systems (ECCS'05), Paris, 14-18 November, 6 pgs, 2005.

  • D. Donato, S. Leonardi, S. Millozzi, P. Tsaparas: The inner structure of the Webgraph. Conference on Complex Systems (ECCS'05), Paris, 14-18 November, 6 pgs, 2005.

  • L.S.Buriol, D.Donato, S.Leonardi and T.Matzner.. Using Data Streams Algorithms for Computing Properties of Large Graphs. Booklet of the Workshop on Massive Geometric Data Sets (Massive2005), Pisa}, pages 9-14. 2005

  • D.Donato, S. Leonardi, S. Millozzi, P.Tsaparas. The inner structure of the Webgraph: Eighth International Workshop on the Web and Databases (WebDB 2005)

  • D.Donato, S. Leonardi, P. Tsaparas. Stability and Similarity of Link Analysis Ranking Algorithms. 32nd International Colloquium on Automata, Languages and Programming (ICALP 2005 - Track A). 2005

2004

  • D. Donato, L. Laura, S. Millozzi A beginner's guide to the Webgraph: properties, models and algorithms. Proceeding of 3th International Conference on Fun With Algorithms 2004 [pdf]



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