Mara Sorella

Mara Sorella image
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Advisor:  Aris Anagnostopoulos
Research Area:
Social Network Analysis, Data Mining
Interests:
Social Media Mining, Distributed Computing

Activities
Participation to PhD school
DescriptionExternal siteYear
ECML/PKDD Summer school on Data Sciences for Big Data - Resource Aware Data MiningLink2015
J.T. Schwartz International School for Scientific Research on Modeling Spatio-Temporal Reasoning in Complex Social SystemsLink2014
Participation to national and international research projects
DescriptionExternal siteYear
TENACE ProjectLink2013
Participation to conferences/workshops
DescriptionExternal siteYear
Telecom Big Data ChallengeLink2014
International Conference on Computational Social Science (ICCSS 2015)Link2015
24th World Wide Web Conference (WWW 2015)Link2015
15th IEEE International Conference on Data Mining (ICDM 2015)Link2015
10th AAAI International Conference on Web and Social Media (ICWSM 2016)Link2016
11th International Conference on Web Search and Data Mining (WSDM)Link2018
Long stay visiting research periods
DescriptionExternal siteYear
Data Scientist intern at Adobe Research, Big Data Experience Lab (San Jose, CA, USA)Link2016

Publications
Title Autor(s) Published in Year
1Sketch'Em All: Fast Approximate Similarity Search in Dynamic Data StreamsMarc Bury, Chris Schwiegelshohn, Mara SorellaProc. of the 11th International Conference on Web Search and Data Mining (WSDM)2018
2Targeted Interest-Driven Advertising in Cities Using TwitterAris Anagnostopoulos, Fabio Petroni, Mara SorellaJournal of Data Mining and Knowledge Discovery, Springer, 2017
3Targeted Interest-Driven Advertising in Citites using TwitterAris Anagnostopoulos, Fabio Petroni, Mara Sorella10th International Conference on Web and Social Media (ICWSM '16)2016
4Learning a Macroscopic Model of Cultural DynamicsAris Anagnostopoulos, Mara SorellaProc. of the 2015 IEEE International Conference on Data Mining (ICDM 2015)2015
5COLITA: Collaborative Interest-Driven Targeted Advertising (Contest winner)Aris Anagnostopoulos, Fabio Petroni, Mara SorellaTelecom Big Data Challenge International Competition2014
6Understanding (Mis)information Spreading for improving Corporate Network TrustworthinessRoberto Baldoni, Silvia Bonomi, Giuseppe Antonio Di Luna, Luca Montanari, Mara SorellaEWDC2013