People

Francesco Bonchi

Scientific Director

Publications

Learning Opinion Dynamics From Social Traces

Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (KDD 2020) ©ACM, August 23-27, 2020, San Diego, CA, USA (2020)

The Effect of Homophily on DisparateVisibility of Minorities in People Recommender Systems

F. Fabbri, F. Bonchi, L. Boratto, C. Castillo
Proceedings of The 14th International AAAI Conference on Web and Social Media (ICWSM 2020) ©AAAI, June 8-11, 2020, Atlanta, Georgia, USA (2020)

Roots of Trumpism: Homophily and Social Feedback in Donald Trump Support on Reddit

Proceedings of The 12th International ACM Conference on Web Science (WebSci 2020) ©ACM, July 7-10, 2020, Southampton, UK (2020)

Explainable Classification of Brain Networks via Contrast Subgraphs

T. Lanciano, F. Bonchi, A. Gionis
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (KDD 2020) ACM, August 23-27, 2020, San Diego, CA, USA (2020)

Generating Realistic Interest-Driven Information Cascades

Proceedings of The 14th International AAAI Conference on Web and Social Media (ICWSM 2020) ©AAAI, June 8-11, 2020, Atlanta, Georgia, USA (2020)

Query-Efficient Correlation Clustering

WWW '20: Proceedings of The Web Conference 2020 (2020)

FaiRecSys: mitigating algorithmic bias in recommender systems

B. Edizel, F. Bonchi, S. Hajian, A. Panisson, T. Tassa
International Journal of Data Science and Analytics 9 (2020)

Fair-by-design matching

Data Mining and Knowledge Discovery (2020)

Core Decomposition in Multilayer Networks: Theory, Algorithms, and Applications

E. Galimberti, F. Bonchi, F. Gullo, T. Lanciano
ACM Transactions on Knowledge Discovery from Data 11 (2020)

Temporal betweenness centrality in dynamic graphs

I. Tsalouchidou, R. Baeza-Yates, F. Bonchi, K. Liao, T. Sellis
International Journal of Data Science and Analytics 9 (2020)

Visualizing structural balance in signed networks

E. Galimberti, C. Madeddu, F. Bonchi, G. Ruffo
International Conference on Complex Networks and Their Applications (2019)

Discovering Polarized Communities in Signed Networks

F. Bonchi, E. Galimberti, A. Gionis, B. Ordozgoiti, G. Ruffo
CIKM '19 Proceedings of the 28th ACM International Conference on Information and Knowledge Management (2019)

Finding events in temporal networks: segmentation meets densest subgraph discovery

F. Bonchi, P. Rozenshtein, A. Gionis, M. Sozio, N. Tatti
Knowledge and Information Systems (2019)

Distance-generalized Core Decomposition

F. Bonchi, K. Arijit, L. Severini
SIGMOD '19 Proceedings of the 2019 International Conference on Management of Data (2019)

The Responsibility Challenge for Data

H. Jagadish, F. Bonchi, T. Eliassi-Rad, L. Getoor, K. Gummadi, J. Stoyanovich
SIGMOD '19 Proceedings of the 2019 International Conference on Management of Data (2019)

Correction to: Exposing the probabilistic causal structure of discrimination

F. Bonchi, S. Hajian, B. Mishra, D. Ramazzotti
International Journal of Data Science and Analytics 3:1–21 (2019)

Distance-Based Community Search (Invited Talk Extended Abstract)

In Proceedings of International Conference on Current Trends in Theory and Practice of Informatics (SOFSEM 2019) 11376 (2019)

Finding events in temporal networks: Segmentation meets densest-subgraph discovery

P. Rozenshtein, F. Bonchi, A. Gionis, M. Sozio, N. Tatti
2018 IEEE International Conference on Data Mining (ICDM) (2018)

Summarizing Graphs at Multiple Scales: New Trends

D. Koutra, J. Vreeken, F. Bonchi
IEEE International Conference on Data Mining (ICDM) 1097-1097 (2018)

Scalable dynamic graph summarization

I. Tsalouchidou, F. Bonchi, G. De Francisci Morales, R. Baeza-Yates
IEEE Transactions on Knowledge and Data Engineering 32 (2018)

Mining (maximal) span-cores from temporal networks

E. Galimberti, C. Cattuto, A. Barrat, F. Gullo, F. Bonchi
CIKM2018 (2018)

Probabilistic Causal Analysis of Social Influence

F. Bonchi, F. Gullo, B. Mishra, D. Ramazzotti
CIKM '18 Proceedings of the 27th ACM International Conference on Information and Knowledge Management (2018)

Invited papers from the ACM conference on hypertext and social media

F. Bonchi, P. Dolog, D. Helic, P. Vojtas
New Review of Hypermedia and Multimedia 24/2 (2018)

Uncertain Graph Sparsification

P. Parchas, N. Papailiou, D. Papadias, F. Bonchi
IEEE Transactions on Knowledge and Data Engineering (2018)

Conditional Reliability in Uncertain Graphs

A. Khan, F. Bonchi, F. Gullo, A. Nufer
IEEE Transactions on Knowledge and Data Engineering (2018)

Revenue Maximization in Incentivized Social Advertising

C. Aslay, F. Bonchi, L. V. Lakshmanan, W. Lu
Proceedings of the 43rd International Conference on Very Large Databases (VLDB) (2017)

Secure Centrality Computation Over Multiple Networks

G. Asharov, F. Bonchi, D. Garcia-Soriano, T. Tassa
Proceeding WWW '17 Proceedings of the 26th International Conference on World Wide Web (2017)

Efficient Methods for Influence-Based Network-Oblivious Community Detection

N. Barbieri, F. Bonchi
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey Paper, Special Issue: Intelligent Music Systems and Applications and Regular Papers Volume 8 Issue 2 (2016)

Identifying Buzzing Stories via Anomalous Temporal Subgraph Discovery

F. Bonchi, I. Bordino, F. Gullo, G. Stilo
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2016) CIEEE October 13-16, 2016, Omaha, Nebraska, USA. (2016)

Algorithmic bias: from discrimination discovery to fairness-aware data mining

S. Hajian, F. Bonchi, C. Castillo
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2016) CACM August 13-17, 2016, San Francisco, California. (2016)

Streaming Tensor Summarization

I. Tsalouchidou, G. De Francisci Morales, F. Bonchi, R. Baeza-Yates
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016) CIEEE December 5-8, 2016, Washington D.C., USA. (2016)

Spheres of Influence for More Effective Viral Marketing

Proceedings of the 2016 ACM SIGMOD Conference (SIGMOD 2016) CACM June 26 - July 1, 2016, San Francisco, CA, USA. (2016)

Centrality Measures on Big Graphs: Exact, Approximated, and Distributed Algorithms

Proceedings of the 25th International World Wide Web Conference (WWW 2016) CACM April 11-15, 2016, Montreal, Canada. (2016)

Individual privacy in social influence networks

S. Hajian, T. Tassa, F. Bonchi
Social Network Analysis and Mining 6:2 (2016)