|
Research Area: Search Technologies, Machine Learning, Econ and Social Sys |
Profile
Francesco's research interests include data mining, web and query log mining, social networks, and the privacy issues related to mining these kinds of sensible data.
Chairing: KDID 2005, PADM 2006, PinKDD 2007 and 2008, ICDM 2007 (vice-chair), ICDM 2008 (workshop chair), ECML-PKDD 2009 (area chair), and ECML-PKDD 2010.
Ph.D. in CS from CS-Dept University of Pisa, Italy.
See more.
Recent Publications, Projects and News
- Identity Obfuscation in Graphs Through the Information Theoretic Lens Francesco Bonchi; Aristides Gionis; Tamir Tassa, International Conference on Data Engineering (ICDE), 2011 [view abstract]
- Sparsification of Influence Networks Michael Mathioudakis; Francesco Bonchi; Carlos Castillo; Aristides Gionis; Antti Ukkonen, KDD, ACM Press, 2011 [view abstract]
- Viscous democracy for social networks Paolo Boldi; Francesco Bonchi; Carlos Castillo; Sebastiano Vigna, Communications of ACM, ACM Press, 2011, 6 [view abstract]
- Social Network Analysis and Mining for Business Applications Francesco Bonchi; Carlos Castillo; Aristides Gionis; Alejandro Jaimes, ACM Transactions on Intelligent Systems and Technology (TIST), ACM Press, 2011, 3 [view abstract]
- Cold start link prediction V. Leroy; B. B. Cambazoglu; F. Bonchi, Proceedings of the 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2010 [view abstract]
- Learning and Predicting the Evolution of Social Networks B. Bringmann; M. Berlingerio; F. Bonchi; A. Gionis, IEEE Intelligent Systems, 2010 [view abstract]
- Anonymization of Moving Objects Databases by Clustering and Perturbation O. Abul; F. Bonchi; M. Nanni, Information System, 2010 [view abstract]
- Hiding Sequential and Spatio-temporal Patterns O. Abul; F. Bonchi; F. Giannotti, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2010 [view abstract]
- The Meme Ranking Problem: Maximizing Microblogging Virality Dino Ienco; Francesco Bonchi; Carlos Castillo, SIASP 2010 workshop at ICDM 2010, 2010 [view abstract]
- Fast Katz and Commuters: Efficient Estimation of Social Relatedness in Large Networks Pooya Esfandiar; Francesco Bonchi; David F. Gleich; Chen Greif; Laks V. S. Lakshmanan; Byung-Won On, WAW 2010, 2010 [view abstract]
- k-Nearest Neighbors in Uncertain Graphs Michalis Potamias; Francesco Bonchi; Aristides Gionis; George Kollios, The Proceedings of the VLDB Endowment (PVLDB), 2010 [view abstract]
- On the high density of leadership nuclei in endorsement social networks Guillermo Garrido; Francesco Bonchi; Aristides Gionis, Preceedings of the 19th International World Wide Web Conference, 2010 [view abstract]
- Do you want to take notes? Identifying research missions in Yahoo! Search Pad D. Donato; F. Bonchi; T. Chi; Y. Maarek, WWW 2010: Proceedings of the 19th international conference on World Wide Web, 2010 [view abstract]
- Learning Influence Probabilities In Social Networks A. Goyal; F. Bonchi; L. V. S. Lakshmanan, WSDM, 2010 [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]
- Compressing Tags to Find Interesting Media Groups M. van Leeuwen; F. Bonchi; A. Siebes; B. Sigurbjörnsson, CIKM, 2009 [view abstract]
- Fast shortest path distance estimation in large networks Michalis Potamias; Francesco Bonchi; Carlos Castillo; Aristides Gionis, Conference on Information and Knowledge Management (CIKM), 2009 [view abstract]
- Voting in Social Networks Paolo Boldi; Francesco Bonchi; Carlos Castillo; Sebastiano Vigna, Conference on Information and Knowledge Management (CIKM), ACM Press, 2009 [view abstract]
- From 'dango' to 'japanese cakes': Query Reformulation Models and Patterns Paolo Boldi; Francesco Bonchi; Carlos Castillo; Sebastiano Vigna, Web Intelligence, IEEE Cs Press, 2009 [view abstract]
- Mining graph evolution rules Michele Berlingerio; Francesco Bonchi; Bjorn Bringmann; Aristides Gionis, ECML/PKDD, 2009 [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]