Home Page
Activities
Having Fun Projects Links
Mobility Profiling - Mining mobility user profiles for car pooling
Cast - Preserving privacy in semantic-rich trajectories of human mobility
M-Atlas - Mobility Atlas system
GeoPKDD System (Daedalus) - A Prototype for Querying and Mining Movement Data (Prototype for GeoPKDD)
WhereNext - Next location prediction in a moving objects database (Prototype for GeoPKDD) (video VideoLectures)
Athena - Semantic Reasoner on trajectory data (Prototype for GeoPKDD)
K-BestMatch - A new way to perform clustering on spatio-temporal uncomplete data
SMA - Sequence Mining Automata (site)
ConQueSt - ConQueSt: a Constraint-based Querying System for Exploratory Pattern Discovery
PhD Thesis - Mastering the Spatio-Temporal Knowledge Discovery Process
Publications:
| 2011 | ||
|---|---|---|
| 30 | Robecca Ong, Fabio Pinelli, Roberto Trasarti, Mirco Nanni, Chiara Renso, Salvatore Rinzivillo, Fosca Giannotti: Detection of Traffic Jams using T-Flock Patterns. PKDD 2011. | |
| 29 | Ana-Maria Olteanu, Roberto Trasarti, Thomas Couronné, Fosca Giannotti, Mirco Nanni, Zbigniew Smoreda, Cezary Ziemlicki: GSM data analysis for tourism application. 7th International Symposium on Spatial Data Quality. ISSDQ 2011 | |
| 28 | Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli, Chiara Renso, Salvatore Rinzivillo, Roberto Trasarti: Unveiling the complexity of human mobility by querying and mining massive trajectory data. VLDB Journal Special issue on Data Management for Mobile Services (2011). In press. | |
| 27 | Roberto Trasarti, Fosca Giannotti,Mirco Nanni,Fabio Pinelli: Mining mobility user profiles for car pooling. KDD 2011. 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. | |
| 26 | Anna Monreale, Roberto Trasarti, Chiara Renso, Dino Pedreschi, Vania Bogorny: Data privacy for the semantic trajectories of human mobility. Journal of Transactions on Data Privacy 2011. In press. | |
| 2010 | ||
| 25 | Roberto Trasarti, Salvatore Rinzivillo, Fabio Pinelli, Mirco Nanni, Chiara Renso, Dino Pedreschi,Fosca Giannotti: Mobility data mining: discovering movement patterns from trajectory data. IWCTS (ACM GIS) 2010 | |
| 24 | Anna Monreale, Roberto Trasarti, Chiara Renso, Dino Pedreschi, Vania Bogorny: Preserving Privacy in Semantic-Rich Trajectories of Human Mobility. SPRINGL 2010 | |
| 23 | Roberto Trasarti, Salvatore Rinzivillo, Fabio Pinelli, Anna Monreale, Mirco Nanni, Chiara Renso, Dino Pedreschi,Fosca Giannotti: Exploring Real Mobility Data with M-Atlas. PKDD 2010 | |
| 22 | Anna Monreale, Fabio Pinelli, Roberto Trasarti, Fosca Giannotti: Location Prediction through Trajectory Pattern Mining. SEBD 2010 | |
| 21 | Mirco Nanni, Roberto Trasarti, Fosca Giannotti: Querying and mining trajectories with gaps: a multi-path reconstruction approach. SEBD 2010 | |
| 20 | Roberto Trasarti, Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Chiara Renso: A Query Language for Mobility Data Mining. International Journal of Data Warehousing and Mining (IJDWM) 2010 | |
| 19 | Fosca Giannotti, Fabio Pinelli, Salvatore Rinzivillo, Roberto Trasarti : Mobility, Data Mining and Privacy: The GeoPKDD Paradigm. NetMob 2010 | |
| 18 | Mirco Nanni, Roberto Trasarti, Chiara Renso, Fosca Giannotti, Dino Pedreschi : Advanced Knowledge Discovery on Movement Data with the GeoPKDD system. EDBT 2010 | |
| 2009 | ||
| 17 | Mirco Nanni, Roberto Trasarti: K-BestMatch reconstruction and comparison of trajectory data. SSTDM - ICDM 2009 | |
| 16 | Fosca Giannotti, Roberto Trasarti: Mobility, Data Mining and Privacy: The GeoPKDD Paradigm. SIAM (IM09) | |
| 15 | Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Chiara Renso, Roberto Trasarti: Mining Social Mobility Behaviors from GPS data. SCMPS - SocialCom 2009 | |
| 14 | Roberto Trasarti, Miriam Baglioni, Chiara Renso: DAMSEL: a System for Progressive Querying and Reasoning on Movement data. FlexDBIST 2009 | |
| 13 | Roberto Trasarti, Francesco Bonchi, Bart Goethals: A new technique for sequential pattern mining under regular expressions.SEBD 2009. | |
| 12 | Anna Monreale, Fabio Pinelli, Roberto Trasarti, Fosca Giannotti: WhereNext: a Location Predictor on Trajectory Pattern Mining.KDD 2009. 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining | |
| 11 | Fosca Giannotti, Chiara Renso, Roberto Trasarti: GeoPKDD – Geographic Privacy-aware Knowledge Discovery. FET 2009. The Eruopean Future Technologies Conference | |
| 10 | Miriam Baglioni, Jose de Macedo, Chiara Renso, Roberto Trasarti and Monica Wachowicz : Towards semantic interpretation of movement behavior. 12th AGILE International Conference on Geographic Information Science. | |
| 9 | EE | Francesco Bonchi, Fosca Giannotti, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Roberto Trasarti. ConQueSt: a Constaint-based Querying System for Exploratory Pattern Discovery. Inf. Syst. 34(1): 3-27 (2009) | 2008 |
| 8 | Roberto Trasarti, Francesco Bonchi, Bart Goethals: Sequence Mining Automata: a New Technique for Mining Frequent Sequences Under Regular Expressions. International Conference on Data Mining. ICDM 2008 | |
| 7 | Riccardo Ortale, E. Ritacco, Nikos Pelekis, Roberto Trasarti, Gianni Costa, Fosca Giannotti, Giuseppe Manco, Chiara Renso, Yannis Theodoridis: The DAEDALUS Framework: Progressive Querying and Mining of Movement Data. ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS 2008). | |
| 6 | Fabio Pinelli, Anna Monreale, Roberto Trasarti, Fosca Giannotti: Location prediction within the mobility data analysis environment Daedalus. First International Workshop on Computational Transportation Science (IWCTS). MOBIQUITOUS 2008. ACM digital library | |
| 5 | Riccardo Ortale, E. Ritacco, Nikos Pelekis, Roberto Trasarti, Gianni Costa, Fosca Giannotti, Giuseppe Manco, Chiara Renso, Yannis Theodoridis: DAEDALUS: A knowledge discovery analysis framework for movement data. SEBD 2008: 191-198 | |
| 2006 | ||
| 4 | EE | Francesco Bonchi, Fosca Giannotti, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Roberto Trasarti: ConQueSt: a Constraint-based Querying System for Exploratory Pattern Discovery. ICDE 2006: 159 |
| 3 | EE | Francesco Bonchi, Fosca Giannotti, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Roberto Trasarti: On Interactive Pattern Mining from Relational Databases. KDID 2006: 42-62 |
| 2 | Claudio Lucchese, Francesco Bonchi, Fosca Giannotti, Salvatore Orlando, Raffaele Perego, Roberto Trasarti: On Interactive Pattern Mining from Relational Databases. SEBD 2006: 329-338 | |
| 2004 | ||
| 1 | Francesco Bonchi, Claudio Lucchese, Roberto Trasarti. Pushing Tougher Constraints in Frequent Pattern Mining. Technical report, 2004. | |
| Journals | |
| Proceedings | |
| Demos or Posters or Reports |
Competences
Research area: Data Mining Algorithms, Reasoning and Data Mining Query Language |
Other Activities
Planning and teaching several courses of robotics in the secondary school "Fibonacci" of Pisa using the LEGO mindstorm systems. |