A brief survey on online analysis of movement data

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

A brief survey on online analysis of movement data

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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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.

Original language	English
Title of host publication	Proceedings of the 6th Iberian Conference on Information Systems and Technologies, CISTI 2011
Editors	A. Rocha, R. Gonçalves, M. P. Cota, L. P. Reis
Publisher	AISTI - Associação Ibérica de Sistemas e Tecnologias de Informação
ISBN (Print)	9789899624757
Publication status	Published - 12 Sept 2011
Event	6th Iberian Conference on Information Systems and Technologies, CISTI 2011 - Chaves, Portugal Duration: 15 Jun 2011 → 18 Jun 2011

Conference

Conference	6th Iberian Conference on Information Systems and Technologies, CISTI 2011
Country/Territory	Portugal
City	Chaves
Period	15/06/11 → 18/06/11

Keywords

data warehousing
movement data analysis
Moving objects
on-line analytical processing

Cite this

@inproceedings{9ecd76e269b148548da3849a5de71ddf,

title = "A brief survey on online analysis of movement data",

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 warehousing, movement data analysis, Moving objects, on-line analytical processing",

author = "Silva, {Joaquim P.} and Santos, {Maribel Yasmina} and {Moura Pires}, Jo{\~a}o",

year = "2011",

month = sep,

day = "12",

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isbn = "9789899624757",

editor = "A. Rocha and R. Gon{\c c}alves and Cota, {M. P.} and Reis, {L. P.}",

booktitle = "Proceedings of the 6th Iberian Conference on Information Systems and Technologies, CISTI 2011",

publisher = "AISTI - Associa{\c c}{\~a}o Ib{\'e}rica de Sistemas e Tecnologias de Informa{\c c}{\~a}o",

address = "Portugal",

note = "6th Iberian Conference on Information Systems and Technologies, CISTI 2011 ; Conference date: 15-06-2011 Through 18-06-2011",

}

Silva, JP, Santos, MY & Moura Pires, J 2011, A brief survey on online analysis of movement data. in A Rocha, R Gonçalves, MP Cota & LP Reis (eds), Proceedings of the 6th Iberian Conference on Information Systems and Technologies, CISTI 2011., 5974238, AISTI - Associação Ibérica de Sistemas e Tecnologias de Informação, 6th Iberian Conference on Information Systems and Technologies, CISTI 2011, Chaves, Portugal, 15/06/11.

A brief survey on online analysis of movement data. / Silva, Joaquim P. ; Santos, Maribel Yasmina; Moura Pires, João.
Proceedings of the 6th Iberian Conference on Information Systems and Technologies, CISTI 2011. ed. / A. Rocha; R. Gonçalves; M. P. Cota; L. P. Reis. AISTI - Associação Ibérica de Sistemas e Tecnologias de Informação, 2011. 5974238.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - A brief survey on online analysis of movement data

AU - Silva, Joaquim P.

AU - Santos, Maribel Yasmina

AU - Moura Pires, João

PY - 2011/9/12

Y1 - 2011/9/12

N2 - 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.

AB - 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.

KW - data warehousing

KW - movement data analysis

KW - Moving objects

KW - on-line analytical processing

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M3 - Conference contribution

AN - SCOPUS:80052512851

SN - 9789899624757

BT - Proceedings of the 6th Iberian Conference on Information Systems and Technologies, CISTI 2011

A2 - Rocha, A.

A2 - Gonçalves, R.

A2 - Cota, M. P.

A2 - Reis, L. P.

PB - AISTI - Associação Ibérica de Sistemas e Tecnologias de Informação

T2 - 6th Iberian Conference on Information Systems and Technologies, CISTI 2011

Y2 - 15 June 2011 through 18 June 2011

ER -

A brief survey on online analysis of movement data

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