Influence of social relations on human mobility and sociality: a study of social ties in a cellular network
© 2016, Springer-Verlag Wien. Personal networks can influence human behavior in many aspects. This article presents a correlation analysis of social tie strength and individual behavior concerning mobility and sociality. The study uses a large-scale mobile phone data (110,213 subjects) from which be...
Saved in:
Main Authors: | , |
---|---|
Format: | Journal |
Published: |
2018
|
Subjects: | |
Online Access: | https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84976407845&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/55493 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Chiang Mai University |
id |
th-cmuir.6653943832-55493 |
---|---|
record_format |
dspace |
spelling |
th-cmuir.6653943832-554932018-09-05T03:14:39Z Influence of social relations on human mobility and sociality: a study of social ties in a cellular network Santi Phithakkitnukoon Zbigniew Smoreda Computer Science Engineering Social Sciences © 2016, Springer-Verlag Wien. Personal networks can influence human behavior in many aspects. This article presents a correlation analysis of social tie strength and individual behavior concerning mobility and sociality. The study uses a large-scale mobile phone data (110,213 subjects) from which behavior indicators for both mobility and sociality are inferred and used for the analysis. Mobility diversity, dispersion, and range are considered as mobility behavior indicators. Call frequency, call duration, and degree (number of social ties) are considered for sociality. The results show that people tend to have a more similar behavior with their closer ties for most of considered individual behavior indicators, except for the mobility dispersion. 2018-09-05T02:57:11Z 2018-09-05T02:57:11Z 2016-12-01 Journal 18695469 18695450 2-s2.0-84976407845 10.1007/s13278-016-0351-z https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84976407845&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/55493 |
institution |
Chiang Mai University |
building |
Chiang Mai University Library |
country |
Thailand |
collection |
CMU Intellectual Repository |
topic |
Computer Science Engineering Social Sciences |
spellingShingle |
Computer Science Engineering Social Sciences Santi Phithakkitnukoon Zbigniew Smoreda Influence of social relations on human mobility and sociality: a study of social ties in a cellular network |
description |
© 2016, Springer-Verlag Wien. Personal networks can influence human behavior in many aspects. This article presents a correlation analysis of social tie strength and individual behavior concerning mobility and sociality. The study uses a large-scale mobile phone data (110,213 subjects) from which behavior indicators for both mobility and sociality are inferred and used for the analysis. Mobility diversity, dispersion, and range are considered as mobility behavior indicators. Call frequency, call duration, and degree (number of social ties) are considered for sociality. The results show that people tend to have a more similar behavior with their closer ties for most of considered individual behavior indicators, except for the mobility dispersion. |
format |
Journal |
author |
Santi Phithakkitnukoon Zbigniew Smoreda |
author_facet |
Santi Phithakkitnukoon Zbigniew Smoreda |
author_sort |
Santi Phithakkitnukoon |
title |
Influence of social relations on human mobility and sociality: a study of social ties in a cellular network |
title_short |
Influence of social relations on human mobility and sociality: a study of social ties in a cellular network |
title_full |
Influence of social relations on human mobility and sociality: a study of social ties in a cellular network |
title_fullStr |
Influence of social relations on human mobility and sociality: a study of social ties in a cellular network |
title_full_unstemmed |
Influence of social relations on human mobility and sociality: a study of social ties in a cellular network |
title_sort |
influence of social relations on human mobility and sociality: a study of social ties in a cellular network |
publishDate |
2018 |
url |
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84976407845&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/55493 |
_version_ |
1681424516076535808 |