A brief survey on online analysis of movement data

Author

Silva, Joaquim P. ; Santos, Maribel Yasmina ; Pires, João Moura

Author_Institution

Sch. of Technol., Polytech. Inst. of Cavado & Ave, Barcelos, Portugal

fYear

2011

fDate

15-18 June 2011

Firstpage

1

Lastpage

6

Abstract

The increasing availability of mobility data and the awareness of its importance and value have been motivating many researchers to the development of models and tools for analyzing movement data. This paper presents a brief survey of significant research works about modeling, processing and visualization of data about moving objects. We identified some key research fields that will provide better features for online analysis of movement data. As result of the literature review, we suggest a generic multi-layer architecture for the development of an online analysis processing software tool, which will be used for the definition of the future work of our team.

Keywords

data analysis; data mining; data visualisation; data warehouses; software tools; visual databases; data modeling; data processing; data visualization; data warehousing; generic multilayer architecture; mobility data; movement data analysis; moving object data; online analysis processing software tool; Data mining; Data models; Data warehouses; Spatial databases; Spatiotemporal phenomena; Trajectory; Moving objects; data warehousing; movement data analysis; on-line analytical processing;

fLanguage

English

Publisher

ieee

Conference_Titel

Information Systems and Technologies (CISTI), 2011 6th Iberian Conference on

Conference_Location

Chaves

Print_ISBN

978-1-4577-1487-0

Type

conf

Filename

5974238