Exploration and analysis of massive mobile phone data : a layered visual analytics approach

S.J. Elzen, van den; J. Blaas; D.H.R. Holten; J.-K. Buenen; J.J. Wijk, van; R. Spousta; A. Miao; S. Sala; S. Chan

Exploration and analysis of massive mobile phone data : a layered visual analytics approach

S.J. Elzen, van den, J. Blaas, D.H.R. Holten, J.-K. Buenen, J.J. Wijk, van, R. Spousta, A. Miao, S. Sala, S. Chan

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

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We present a system for the exploration and analysis of massive mobile phone data that enables users to gain insight. First we identify user tasks and develop a system following a visual analytics approach by tightly integrating visualization, interaction and algorithmic support. The system is then evaluated by exploring a massive mobile phone data set containing 2.5 billion calls and SMS exchange between around 5 million users located in Ivory Coast over a period of 5 months. From the use cases a number of findings are gathered, such as localized increase and decrease of calls due to major events. Keywords: Mobile Phone Data, Visual Analytics

Originele taal-2	Engels
Titel	Mobile Phone Data for Development (Selected contributions to the D4D challenge, presented at the 3rd International Conference on the Analysis of Mobile Phone Datasets, NetMob 2013, Cambridge MA, USA, May 1-3, 2013)
Redacteuren	V. Blondel
Pagina's	1-10
Status	Gepubliceerd - 2013

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Elzen, van den, S. J., Blaas, J., Holten, D. H. R., Buenen, J.-K., Wijk, van, J. J., Spousta, R., Miao, A., Sala, S., & Chan, S. (2013). Exploration and analysis of massive mobile phone data : a layered visual analytics approach. In V. Blondel (editor), Mobile Phone Data for Development (Selected contributions to the D4D challenge, presented at the 3rd International Conference on the Analysis of Mobile Phone Datasets, NetMob 2013, Cambridge MA, USA, May 1-3, 2013) (blz. 1-10)

Elzen, van den, S.J. ; Blaas, J. ; Holten, D.H.R. et al. / Exploration and analysis of massive mobile phone data : a layered visual analytics approach. Mobile Phone Data for Development (Selected contributions to the D4D challenge, presented at the 3rd International Conference on the Analysis of Mobile Phone Datasets, NetMob 2013, Cambridge MA, USA, May 1-3, 2013). redacteur / V. Blondel. 2013. blz. 1-10

@inproceedings{e65f0bf7336f47979765acdc5be2ff89,

title = "Exploration and analysis of massive mobile phone data : a layered visual analytics approach",

abstract = "We present a system for the exploration and analysis of massive mobile phone data that enables users to gain insight. First we identify user tasks and develop a system following a visual analytics approach by tightly integrating visualization, interaction and algorithmic support. The system is then evaluated by exploring a massive mobile phone data set containing 2.5 billion calls and SMS exchange between around 5 million users located in Ivory Coast over a period of 5 months. From the use cases a number of findings are gathered, such as localized increase and decrease of calls due to major events. Keywords: Mobile Phone Data, Visual Analytics",

author = "{Elzen, van den}, S.J. and J. Blaas and D.H.R. Holten and J.-K. Buenen and {Wijk, van}, J.J. and R. Spousta and A. Miao and S. Sala and S. Chan",

year = "2013",

language = "English",

pages = "1--10",

editor = "V. Blondel",

booktitle = "Mobile Phone Data for Development (Selected contributions to the D4D challenge, presented at the 3rd International Conference on the Analysis of Mobile Phone Datasets, NetMob 2013, Cambridge MA, USA, May 1-3, 2013)",

}

Elzen, van den, SJ, Blaas, J, Holten, DHR, Buenen, J-K, Wijk, van, JJ, Spousta, R, Miao, A, Sala, S & Chan, S 2013, Exploration and analysis of massive mobile phone data : a layered visual analytics approach. in V Blondel (uitgave), Mobile Phone Data for Development (Selected contributions to the D4D challenge, presented at the 3rd International Conference on the Analysis of Mobile Phone Datasets, NetMob 2013, Cambridge MA, USA, May 1-3, 2013). blz. 1-10.

Exploration and analysis of massive mobile phone data : a layered visual analytics approach. / Elzen, van den, S.J.; Blaas, J.; Holten, D.H.R. et al.
Mobile Phone Data for Development (Selected contributions to the D4D challenge, presented at the 3rd International Conference on the Analysis of Mobile Phone Datasets, NetMob 2013, Cambridge MA, USA, May 1-3, 2013). uitgave / V. Blondel. 2013. blz. 1-10.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

TY - GEN

T1 - Exploration and analysis of massive mobile phone data : a layered visual analytics approach

AU - Elzen, van den, S.J.

AU - Blaas, J.

AU - Holten, D.H.R.

AU - Buenen, J.-K.

AU - Wijk, van, J.J.

AU - Spousta, R.

AU - Miao, A.

AU - Sala, S.

AU - Chan, S.

PY - 2013

Y1 - 2013

N2 - We present a system for the exploration and analysis of massive mobile phone data that enables users to gain insight. First we identify user tasks and develop a system following a visual analytics approach by tightly integrating visualization, interaction and algorithmic support. The system is then evaluated by exploring a massive mobile phone data set containing 2.5 billion calls and SMS exchange between around 5 million users located in Ivory Coast over a period of 5 months. From the use cases a number of findings are gathered, such as localized increase and decrease of calls due to major events. Keywords: Mobile Phone Data, Visual Analytics

AB - We present a system for the exploration and analysis of massive mobile phone data that enables users to gain insight. First we identify user tasks and develop a system following a visual analytics approach by tightly integrating visualization, interaction and algorithmic support. The system is then evaluated by exploring a massive mobile phone data set containing 2.5 billion calls and SMS exchange between around 5 million users located in Ivory Coast over a period of 5 months. From the use cases a number of findings are gathered, such as localized increase and decrease of calls due to major events. Keywords: Mobile Phone Data, Visual Analytics

M3 - Conference contribution

SP - 1

EP - 10

BT - Mobile Phone Data for Development (Selected contributions to the D4D challenge, presented at the 3rd International Conference on the Analysis of Mobile Phone Datasets, NetMob 2013, Cambridge MA, USA, May 1-3, 2013)

A2 - Blondel, V.

ER -

Elzen, van den SJ, Blaas J, Holten DHR, Buenen JK, Wijk, van JJ, Spousta R et al. Exploration and analysis of massive mobile phone data : a layered visual analytics approach. In Blondel V, redacteur, Mobile Phone Data for Development (Selected contributions to the D4D challenge, presented at the 3rd International Conference on the Analysis of Mobile Phone Datasets, NetMob 2013, Cambridge MA, USA, May 1-3, 2013). 2013. blz. 1-10

Exploration and analysis of massive mobile phone data : a layered visual analytics approach

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