Author image not provided
 Roberto Trasarti

Authors:
Add personal information
  Affiliation history
Bibliometrics: publication history
Average citations per article9.06
Citation Count299
Publication count33
Publication years2006-2017
Available for download13
Average downloads per article559.69
Downloads (cumulative)7,276
Downloads (12 Months)804
Downloads (6 Weeks)57
SEARCH
ROLE
Arrow RightAuthor only


AUTHOR'S COLLEAGUES
See all colleagues of this author

SUBJECT AREAS
See all subject areas




BOOKMARK & SHARE


33 results found Export Results: bibtexendnoteacmrefcsv

Result 1 – 20 of 33
Result page: 1 2

Sort by:

1
March 2017 Information Systems: Volume 64 Issue C, March 2017
Publisher: Elsevier Science Ltd.
Bibliometrics:
Citation Count: 0

Forecasting the future positions of mobile users is a valuable task allowing us to operate efficiently a myriad of different applications which need this type of information. We propose MyWay, a prediction system which exploits the individual systematic behaviors modeled by mobility profiles to predict human movements. MyWay provides three ...
Keywords: Data mining, Trajectory prediction, Spatio-temporal

2 published by ACM
August 2016 ACM Transactions on Intelligent Systems and Technology (TIST): Volume 8 Issue 1, October 2016
Publisher: ACM
Bibliometrics:
Citation Count: 0
Downloads (6 Weeks): 5,   Downloads (12 Months): 139,   Downloads (Overall): 227

Full text available: PDFPDF
Customer segmentation is one of the most traditional and valued tasks in customer relationship management (CRM). In this article, we explore the problem in the context of the car insurance industry, where the mobility behavior of customers plays a key role: Different mobility needs, driving habits, and skills imply also ...
Keywords: distributed clustering, Driving profiles, privacy

3 published by ACM
November 2015 SIGSPATIAL '15: Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems
Publisher: ACM
Bibliometrics:
Citation Count: 1
Downloads (6 Weeks): 4,   Downloads (12 Months): 56,   Downloads (Overall): 158

Full text available: PDFPDF
One of the key tasks in mobility data analysis is the study of the individual mobility of users with reference to their personal locations , i.e. the places or areas where they stop to perform any kind of activities. Correctly discovering such personal locations is therefore a very important problem, ...
Keywords: mobility data mining, clustering algorithm, personal locations detection

4 published by ACM
November 2015 MobiGIS '15: Proceedings of the Fourth ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems
Publisher: ACM
Bibliometrics:
Citation Count: 0
Downloads (6 Weeks): 0,   Downloads (12 Months): 11,   Downloads (Overall): 40

Full text available: PDFPDF
We are under the big data microscope , and our digital traces are an inestimable source of awareness to deeply understand mobility phenomena as well as economic trends, social relationships and so on. Setting the focus of the big data microscope to capture human systematic behavior is surely a promising ...

5
October 2015 BIG DATA '15: Proceedings of the 2015 IEEE International Conference on Big Data (Big Data)
Publisher: IEEE Computer Society
Bibliometrics:
Citation Count: 0

Nowadays mobile phone data are an actual proxy for studying the users' social life and urban dynamics. In this paper we present the Sociometer, and analytical framework aimed at classifying mobile phone users into behavioral categories by means of their call habits. The analytical process starts from spatio-temporal profiles, learns ...

6
May 2015 Telecommunications Policy: Volume 39 Issue 3, May 2015
Publisher: Pergamon Press, Inc.
Bibliometrics:
Citation Count: 3

Mobile communication technologies pervade our society and existing wireless networks are able to sense the movement of people, generating large volumes of data related to human activities, such as mobile phone call records. At the present, this kind of data is collected and stored by telecom operators infrastructures mainly for ...
Keywords: Location data, Mobility patterns, Urban dynamics, Mobile phone

7 published by ACM
October 2013 ACM SIGMOD Record: Volume 42 Issue 3, September 2013
Publisher: ACM
Bibliometrics:
Citation Count: 1
Downloads (6 Weeks): 1,   Downloads (12 Months): 13,   Downloads (Overall): 186

Full text available: PDFPDF

8
June 2013 MDM '13: Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management - Volume 02
Publisher: IEEE Computer Society
Bibliometrics:
Citation Count: 1

The availability of inexpensive tracking devices, such as GPS-enabled devices, gives the opportunity to collect large amounts of trajectory data from vehicles. In this context, we are interested in the problem of generating the traffic information in time-dependent networks using this kind of data. This problem is not trivial since ...
Keywords: data mining, map matching, time-dependent network

9
October 2012 ER'12: Proceedings of the 31st international conference on Conceptual Modeling
Publisher: Springer-Verlag
Bibliometrics:
Citation Count: 3

The availability of huge amounts of data ("big data") is changing our attitude towards science, which is moving from specialized to massive experiments and from very focused to very broad research questions. Models of all kinds, from analytic to numeric, from exact to stochastic, from simulative to predictive, from behavioral ...

10 published by ACM
August 2012 UrbComp '12: Proceedings of the ACM SIGKDD International Workshop on Urban Computing
Publisher: ACM
Bibliometrics:
Citation Count: 1
Downloads (6 Weeks): 0,   Downloads (12 Months): 3,   Downloads (Overall): 137

Full text available: PDFPDF
A basic task of urban mobility management is the real-time monitoring of traffic within key areas of the territory, such as main entrances to the city, important attractors and possible bottlenecks. Some of them are well known areas, while while others can appear, disappear or simply change during the year, ...

11
July 2012 MDM '12: Proceedings of the 2012 IEEE 13th International Conference on Mobile Data Management (mdm 2012)
Publisher: IEEE Computer Society
Bibliometrics:
Citation Count: 1

We analyze urban mobility and public places under a new perspective: how can we feature the places in a city based on how people move among them? To answer this question we need to combine places, like points of interest, with mobility information like the trajectories of individuals moving within ...

12
October 2011 The VLDB Journal — The International Journal on Very Large Data Bases: Volume 20 Issue 5, October 2011
Publisher: Springer-Verlag New York, Inc.
Bibliometrics:
Citation Count: 57
Downloads (6 Weeks): 18,   Downloads (12 Months): 186,   Downloads (Overall): 1,568

Full text available: PDFPDF
The technologies of mobile communications pervade our society and wireless networks sense the movement of people, generating large volumes of mobility data, such as mobile phone call records and Global Positioning System (GPS) tracks. In this work, we illustrate the striking analytical power of massive collections of trajectory data in ...
Keywords: Spatio-temporal data mining, Mobility patterns, Movement analysis, Trajectories

13
September 2011 ECML PKDD'11: Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Publisher: Springer-Verlag
Bibliometrics:
Citation Count: 3


14
September 2011 ECMLPKDD'11: Proceedings of the 2011th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part III
Publisher: Springer-Verlag
Bibliometrics:
Citation Count: 0


15 published by ACM
August 2011 KDD '11: Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Publisher: ACM
Bibliometrics:
Citation Count: 30
Downloads (6 Weeks): 6,   Downloads (12 Months): 76,   Downloads (Overall): 783

Full text available: PDFPDF
In this paper we introduce a methodology for extracting mobility profiles of individuals from raw digital traces (in particular, GPS traces), and study criteria to match individuals based on profiles. We instantiate the profile matching problem to a specific application context, namely proactive car pooling services, and therefore develop a ...
Keywords: spatio-temporal data mining, trajectory pattern

16
August 2011 Transactions on Data Privacy: Volume 4 Issue 2, August 2011
Publisher: IIIA-CSIC
Bibliometrics:
Citation Count: 6

The increasing abundance of data about the trajectories of personal movement is opening new opportunities for analyzing and mining human mobility. However, new risks emerge since it opens new ways of intruding into personal privacy. Representing the personal movements as sequences of places visited by a person during her/his movements-semantic ...

17
January 2011 International Journal of Data Warehousing and Mining: Volume 7 Issue 1, January 2011
Publisher: IGI Global
Bibliometrics:
Citation Count: 11

The technologies of mobile communications and ubiquitous computing pervade society. Wireless networks sense the movement of people and vehicles, generating large volumes of mobility data, such as mobile phone call records and GPS tracks. This data can produce useful knowledge, supporting sustainable mobility and intelligent transportation systems, provided that a ...
Keywords: GPS, Spatio-Temporal Data, Data Mining, Data Mining Query Language, Mobility

18 published by ACM
November 2010 SPRINGL '10: Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS
Publisher: ACM
Bibliometrics:
Citation Count: 4
Downloads (6 Weeks): 0,   Downloads (12 Months): 10,   Downloads (Overall): 353

Full text available: PDFPDF
The increasing abundance of data about the trajectories of personal movement is opening up new opportunities for analyzing and mining human mobility, but new risks emerge since it opens new ways of intruding into personal privacy. Representing the personal movements as sequences of places visited by a person during her/his ...
Keywords: anonymity, privacy, semantic trajectory, pattern mining

19 published by ACM
November 2010 IWCTS '10: Proceedings of the Third International Workshop on Computational Transportation Science
Publisher: ACM
Bibliometrics:
Citation Count: 2
Downloads (6 Weeks): 1,   Downloads (12 Months): 26,   Downloads (Overall): 516

Full text available: PDFPDF
The analysis of movement data has been recently fostered by the widespread diffusion of new techniques and systems for monitoring, collecting and storing location-aware data, generated by a wealth of technological infrastructures, such as GPS positioning and wireless networks [2]. These have made available massive repositories of spatio-temporal data recording ...
Keywords: data mining, applications and expert systems, computational transportation science (CTS)

20
September 2010 ECMLPKDD'10: Proceedings of the 2010th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part III
Publisher: Springer-Verlag
Bibliometrics:
Citation Count: 0

Research on moving-object data analysis has been recently fostered by the widespread diffusion of new techniques and systems for monitoring, collecting and storing location aware data, generated by a wealth of technological infrastructures, such as GPS positioning and wireless networks. These have made available massive repositories of spatio-temporal data recording ...



The ACM Digital Library is published by the Association for Computing Machinery. Copyright © 2018 ACM, Inc.
Terms of Usage   Privacy Policy   Code of Ethics   Contact Us