A spatio-temporal simulation model for movement data generation

D. Alberg; M. Last; S. Elnekave

doi:10.1109/ICDMW.2008.56

A spatio-temporal simulation model for movement data generation

D. Alberg
, M. Last
, S. Elnekave

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

2 Scopus citations

Abstract

The real-world process of generating a large spatio-temporal data collection presents a very difficult technical problem. First, this process is very expensive, requiring a lot of various high-technology software tools and modern hardware infrastructure (sensors, servers, GPS infrastructure etc.) installations; second, the recorded trajectories sometimes cannot represent any special traffic or movement patterns. The simulation framework introduced in this paper can generate diverse trajectory datasets based on predetermined movement patterns.

Original language	English
Title of host publication	Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008
Publisher	Institute of Electrical and Electronics Engineers
Pages	320-325
Number of pages	6
ISBN (Print)	9780769535036
DOIs	https://doi.org/10.1109/ICDMW.2008.56
State	Published - 1 Jan 2008
Event	8th IEEE International Conference on Data Mining Workshops, ICDMW 2008 - Pisa, Italy Duration: 15 Dec 2008 → 19 Dec 2008

Publication series

Name	Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008

Conference

Conference	8th IEEE International Conference on Data Mining Workshops, ICDMW 2008
Country/Territory	Italy
City	Pisa
Period	15/12/08 → 19/12/08

Keywords

Movement data generation
Movement patterns
Spatio-temporal simulation model
Trajectory

ASJC Scopus subject areas

Computer Science Applications
Electrical and Electronic Engineering

Access to Document

10.1109/ICDMW.2008.56

Cite this

Alberg, D., Last, M., & Elnekave, S. (2008). A spatio-temporal simulation model for movement data generation. In Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008 (pp. 320-325). Article 4733951 (Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICDMW.2008.56

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title = "A spatio-temporal simulation model for movement data generation",

abstract = "The real-world process of generating a large spatio-temporal data collection presents a very difficult technical problem. First, this process is very expensive, requiring a lot of various high-technology software tools and modern hardware infrastructure (sensors, servers, GPS infrastructure etc.) installations; second, the recorded trajectories sometimes cannot represent any special traffic or movement patterns. The simulation framework introduced in this paper can generate diverse trajectory datasets based on predetermined movement patterns.",

keywords = "Movement data generation, Movement patterns, Spatio-temporal simulation model, Trajectory",

author = "D. Alberg and M. Last and S. Elnekave",

year = "2008",

month = jan,

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doi = "10.1109/ICDMW.2008.56",

language = "English",

isbn = "9780769535036",

series = "Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008",

publisher = "Institute of Electrical and Electronics Engineers",

pages = "320--325",

booktitle = "Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008",

address = "United States",

note = "8th IEEE International Conference on Data Mining Workshops, ICDMW 2008 ; Conference date: 15-12-2008 Through 19-12-2008",

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Alberg, D, Last, M & Elnekave, S 2008, A spatio-temporal simulation model for movement data generation. in Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008., 4733951, Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008, Institute of Electrical and Electronics Engineers, pp. 320-325, 8th IEEE International Conference on Data Mining Workshops, ICDMW 2008, Pisa, Italy, 15/12/08. https://doi.org/10.1109/ICDMW.2008.56

A spatio-temporal simulation model for movement data generation. / Alberg, D.; Last, M.; Elnekave, S.
Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008. Institute of Electrical and Electronics Engineers, 2008. p. 320-325 4733951 (Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008).

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

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AU - Last, M.

AU - Elnekave, S.

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N2 - The real-world process of generating a large spatio-temporal data collection presents a very difficult technical problem. First, this process is very expensive, requiring a lot of various high-technology software tools and modern hardware infrastructure (sensors, servers, GPS infrastructure etc.) installations; second, the recorded trajectories sometimes cannot represent any special traffic or movement patterns. The simulation framework introduced in this paper can generate diverse trajectory datasets based on predetermined movement patterns.

AB - The real-world process of generating a large spatio-temporal data collection presents a very difficult technical problem. First, this process is very expensive, requiring a lot of various high-technology software tools and modern hardware infrastructure (sensors, servers, GPS infrastructure etc.) installations; second, the recorded trajectories sometimes cannot represent any special traffic or movement patterns. The simulation framework introduced in this paper can generate diverse trajectory datasets based on predetermined movement patterns.

KW - Movement data generation

KW - Movement patterns

KW - Spatio-temporal simulation model

KW - Trajectory

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M3 - Conference contribution

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T3 - Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008

SP - 320

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BT - Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008

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Alberg D, Last M, Elnekave S. A spatio-temporal simulation model for movement data generation. In Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008. Institute of Electrical and Electronics Engineers. 2008. p. 320-325. 4733951. (Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008). doi: 10.1109/ICDMW.2008.56

A spatio-temporal simulation model for movement data generation

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

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