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Research Area: Search Technologies |
Profile
Debora Donato is currently resercher at Yahoo! Research in Barcelona. She obtained a Ph.D. in Computer Engineering in 2005 from the University of Rome "La Sapienza". She has been a visiting scientist at Basic Research Unit of the University of Helsinki, Finland, and at the Max Planck Insitut fur Informatik, Saarbrucken, Germany.
She is working in the Usage and Link Mining group.
Her research interests include Web Information Retrieval, Link Analysis, Implicit and explicit User behaviour, Algorithms for the Characterization of the Web, Complex Networks, Social networks and P2P networks.
Recent Publications, Projects and News
- Aging effects on Query Flow Graph for Query Suggestion Franco Maria Nardini; Raffaele Perego; Fabrizio Silvestri; Carlos Castillo; Debora Donato; Ranieri Baraglia, Conference on Information and Knowledge Management (CIKM), ACM Press, 2009 [view abstract]
- Dynamic characterization of a large Web graph Ilaria Bordino; Debora Donato, Procs. of the 1st Web Science Conference (short paper), 2009 [view abstract]
- Graph Mining for the Web Debora Donato; Aristides Gionis; H. Wang and C.Aggarwal, Managing and mining graph data, Springer, 2009 [view abstract]
- Taxonomy-driven lumping for sequence mining Francesco Bonchi; Carlos Castillo; Debora Donato; Aristides Gionis, Data Mining and Knowledge Discovery, Springer, 2009, 2 [view abstract]
- Algorithms and Models for the Web-Graph Konstantin Avrachenkov, Debora Donato, Nelly Litvak, Algorithms and Models for the Web-Graph, 6th International Workshop, WAW 2009, Springer 2009, 2009
- Next Generation Search Debora Donato; Aristides Gionis; G. Cormode, M. Thottan, Algorithms for Next Generation Networks, 2009, Springer [view abstract]
- Optimising topical query decomposition Marcin Sydow; Francesco Bonchi; Carlos Castillo; Debora Donato, Workshop on Web Search Click Data, ACM, 2009 [view abstract]
- Query Suggestions Using Query-Flow Graphs Paolo Boldi; Francesco Bonchi; Carlos Castillo; Debora Donato; Sebastiano Vigna, Workshop on Web Search Click Data, ACM, 2009 [view abstract]
- Combining Transitive Trust and Negative Opinions for better Reputation Management in Social Networks Debora Donato; Stefano Leonardi, Mario Paniccia, Workshop on Social Network Mining and Analysis (SNA-KDD), 2008 [view abstract]
- The Juxtaposed approximate PageRank method for robust PageRank approximation in a peer-to-peer web search network Josiane Xavier Parreira; Carlos Castillo; Debora Donato; Sebastian Michel ; Weikum, Gerhard, VLDB Journal, 2008, 2 [view abstract]
- Mining The Inner Structure of the Web Graph Debora Donato; Stefano Leonardi; Stefano Millozzi; Panayiotis Tsaparas, J. Phys. A: Math. Theor, 2008, 224017 [view abstract]
- Mining large networks with subgraph counting Ilaria Bordino; Debora Donato; Aristides Gionis; Stefano Leonardi, International Conference on Data Mining (ICDM), 2008 [view abstract]
- Searching the Wikipedia with contextual information Antti Ukkonen; Carlos Castillo; Debora Donato; Aristides Gionis, Conference on Information and Knowledge Management (CIKM), 2008 [view abstract]
- Temporal evolution of the UK Web I. Bordino; P. Boldi D. Donato; M. Santini; S. Vigna.; IEEE Computer Society Press, Workshop on Analysis of Dynamic Networks (ICDM-ADN'08), 2008 [view abstract]
- Topical query decomposition Francesco Bonchi; Carlos Castillo; Debora Donato; Aristides Gionis, ACM KDD, ACM Press, 2008 [view abstract]
- The query-flow graph: model and applications Paolo Boldi; Francesco Bonchi; Carlos Castillo; Debora Donato; Aristides Gionis; Sebastiano Vigna, Conference on Information and Knowledge Management (CIKM), ACM, 2008 [view abstract]
- Finding high quality content in social media, with an application to community-based question answering Eugene Agichtein; Carlos Castillo; Debora Donato; Aristides Gionis; Gilad Mishne, Web Search and Data Mining (WSDM), ACM Press, 2008 [view abstract]
- Query log mining for detecting polysemy and spam Carlos Castillo; Claudio Corsi; Debora Donato; Paolo Ferragina; Aristides Gionis, KDD Workshop on Web Mining and Web Usage Analysis (WebKDD), Springer, 2008 [view abstract]
- Determining factors behind the PageRank log-log plot Yana Volkovich, Nelly Litvak ; Donato, Debora; Springer, The 5th Workshop On Algorithms And Models For The Web-Graph WAW, 2007