Predictive spatio-temporal queries

A comprehensive survey and future directions

Abdeltawab M. Hendawi, Mohamed Mokbel

Research output: Chapter in Book/Report/Conference proceedingConference contribution

20 Citations (Scopus)

Abstract

Predictive queries over spatio-temporal data proved to be vital in many location-based services including traffic management, ride sharing, and advertising. In the last few years, one of the most exciting work on spatio-temporal data management is about predictive queries. In this paper, we review the current research trends and present their related applications in the field of predictive spatio-temporal queries processing. Then, we discuss some basic challenges arising from new opportunities and open problems. The goal of this paper is to catch the interesting areas and future work under the umbrella of predictive queries over spatio-temporal data.

Original languageEnglish
Title of host publicationProc. of the 1st ACM SIGSPATIAL Int. Workshop on Mobile Geographic Inf. Systems, MobiGIS 2012 - In Conjunction with the 20th ACM SIGSPATIAL Int. Conf. on Advances in Geographic Inf. Systems, GIS 2012
Pages97-104
Number of pages8
DOIs
Publication statusPublished - 1 Dec 2012
Externally publishedYes
Event1st ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, MobiGIS 2012, Held in Conjunction with the 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2012 - Redondo Beach, CA, United States
Duration: 6 Nov 20126 Nov 2012

Other

Other1st ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, MobiGIS 2012, Held in Conjunction with the 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2012
CountryUnited States
CityRedondo Beach, CA
Period6/11/126/11/12

Fingerprint

Location based services
Query processing
Information management
Marketing

Keywords

  • authentication
  • location prediction
  • location-based services
  • monitoring and tracking
  • moving objects
  • predictive spatio-temporal queries
  • privacy
  • query optimization
  • trajectories

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Information Systems

Cite this

Hendawi, A. M., & Mokbel, M. (2012). Predictive spatio-temporal queries: A comprehensive survey and future directions. In Proc. of the 1st ACM SIGSPATIAL Int. Workshop on Mobile Geographic Inf. Systems, MobiGIS 2012 - In Conjunction with the 20th ACM SIGSPATIAL Int. Conf. on Advances in Geographic Inf. Systems, GIS 2012 (pp. 97-104) https://doi.org/10.1145/2442810.2442828

Predictive spatio-temporal queries : A comprehensive survey and future directions. / Hendawi, Abdeltawab M.; Mokbel, Mohamed.

Proc. of the 1st ACM SIGSPATIAL Int. Workshop on Mobile Geographic Inf. Systems, MobiGIS 2012 - In Conjunction with the 20th ACM SIGSPATIAL Int. Conf. on Advances in Geographic Inf. Systems, GIS 2012. 2012. p. 97-104.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hendawi, AM & Mokbel, M 2012, Predictive spatio-temporal queries: A comprehensive survey and future directions. in Proc. of the 1st ACM SIGSPATIAL Int. Workshop on Mobile Geographic Inf. Systems, MobiGIS 2012 - In Conjunction with the 20th ACM SIGSPATIAL Int. Conf. on Advances in Geographic Inf. Systems, GIS 2012. pp. 97-104, 1st ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, MobiGIS 2012, Held in Conjunction with the 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2012, Redondo Beach, CA, United States, 6/11/12. https://doi.org/10.1145/2442810.2442828
Hendawi AM, Mokbel M. Predictive spatio-temporal queries: A comprehensive survey and future directions. In Proc. of the 1st ACM SIGSPATIAL Int. Workshop on Mobile Geographic Inf. Systems, MobiGIS 2012 - In Conjunction with the 20th ACM SIGSPATIAL Int. Conf. on Advances in Geographic Inf. Systems, GIS 2012. 2012. p. 97-104 https://doi.org/10.1145/2442810.2442828
Hendawi, Abdeltawab M. ; Mokbel, Mohamed. / Predictive spatio-temporal queries : A comprehensive survey and future directions. Proc. of the 1st ACM SIGSPATIAL Int. Workshop on Mobile Geographic Inf. Systems, MobiGIS 2012 - In Conjunction with the 20th ACM SIGSPATIAL Int. Conf. on Advances in Geographic Inf. Systems, GIS 2012. 2012. pp. 97-104
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