Identification of human behavior based on analysis of cellphone location data

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62156489%3A43110%2F17%3A43911357" target="_blank" >RIV/62156489:43110/17:43911357 - isvavai.cz</a>

Výsledek na webu

<a href="https://ece.pefka.mendelu.cz/sites/default/files/imce/ECE2017_fin.pdf" target="_blank" >https://ece.pefka.mendelu.cz/sites/default/files/imce/ECE2017_fin.pdf</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Identification of human behavior based on analysis of cellphone location data

Popis výsledku v původním jazyce

We live in a world full of ongoing data exchange between internet services and their users. Many users willingly provide information about themselves in exchange for obtained services. However, not all service providers know how to acquire spatial data about their customers or for what purpose they should use them. This paper presents a case study based on spatial data analysis. The spatial data are collected by a customer cellphone. The proposed algorithm uses solely series of user locations. The algorithm can create a timeline of user&apos;s whereabouts by identifying clusters of individual entries, which can be labeled as places visited by the user. Furthermore, we can successfully estimate the location of residence and the workplace of the user as presented on four different subjects with distinct behavioural patterns. Finally, the usage of various kinds of spatial data is discussed along with the possibility of deployment of similar algorithms for commercial purposes.

Název v anglickém jazyce

Identification of human behavior based on analysis of cellphone location data

Popis výsledku anglicky

We live in a world full of ongoing data exchange between internet services and their users. Many users willingly provide information about themselves in exchange for obtained services. However, not all service providers know how to acquire spatial data about their customers or for what purpose they should use them. This paper presents a case study based on spatial data analysis. The spatial data are collected by a customer cellphone. The proposed algorithm uses solely series of user locations. The algorithm can create a timeline of user&apos;s whereabouts by identifying clusters of individual entries, which can be labeled as places visited by the user. Furthermore, we can successfully estimate the location of residence and the workplace of the user as presented on four different subjects with distinct behavioural patterns. Finally, the usage of various kinds of spatial data is discussed along with the possibility of deployment of similar algorithms for commercial purposes.

Druh

D - Stať ve sborníku

CEP obor

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OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2017

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Enterprise and Competitive Environment: Conference Proceedings

ISBN

978-80-7509-499-5

ISSN

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e-ISSN

neuvedeno

Počet stran výsledku

10

Strana od-do

940-949

Název nakladatele

Mendelova univerzita v Brně

Místo vydání

Brno

Místo konání akce

Brno

Datum konání akce

9. 3. 2017

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000427306200097