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Title:From Trajectory Modeling to Social Habits and Behaviors Analysis
Authors:Gubiani, Donatella (Author)
Pavan, Marco (Author)
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Work type:Not categorized (r6)
Tipology:1.16 - Independent Scientific Component Part or a Chapter in a Monograph
Organization:UNG - University of Nova Gorica
Abstract:In recent years, the widespread of mobile devices has made easier and popular the activities of recording locations visited by users and of inferring their trajectories. The availability of such large amount of spatio-temporal data opens new challenges to automatically extract information and get valuable knowledge. The many aspects of this issue have aroused the interest of researchers in several areas, such as information retrieval, data mining, context-aware computing, security and privacy issues, urban planning, and transport management. Recently, there has been a strong interest in understanding how people move during their common daily activities in order to get information about their behaviors and habits. In this paper we describe considerable recent research works related to the analysis of mobile spatio-temporal data, focusing on the study of social habits and behaviors. We provide a general perspective on studies on human mobility by depicting and comparing methods and algorithms, highlighting some critical issues related to information extraction from spatio-temporal data, and future research directions.
Keywords:Trajectory modeling, Social habits and behaviors, Spatio-temporal data, Data mining
Year of publishing:2016
COBISS_ID:4580347 Link is opened in a new window
DOI:10.1007/978-3-319-40585-8_33 Link is opened in a new window
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Record is a part of a monograph

Title:Recent Trends in Social Systems: Quantitative Theories and Quantitative Models
Subtitle:Quantitative Theories and Quantitative Models for Social Systems
Publisher:Springer International Publishing
Collection title:Studies in Systems, Decision and Control
Collection numbering:66
Collection ISSN:2198-4182
Place of publishing:Switzerland
Year of publishing:2016
Editors:Antonio Maturo, Šárka Hošková-Mayerová, Daniela-Tatiana Soitu, Janusz Kacprzyk