User association analysis of locales on location based social networks

Josh Jia Ching Ying; Wang Chien Lee; Mao Ye; Ching Yu Chen; Vincent S. Tseng

doi:10.1145/2063212.2063214

User association analysis of locales on location based social networks

Josh Jia Ching Ying, Wang Chien Lee, Mao Ye, Ching Yu Chen, Vincent S. Tseng

Computer Science and Engineering

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

10 Scopus citations

Abstract

In recent years, location-based social networks (LBSNs) have received high attention. While this new breed of social networks is nascent, there is no large-scale analysis conducted to investigate the associations among users in locales of the network. In this paper, we propose four locale based metrics, including Locale Clustering Coefficient, Inward Locale Transitivity, Locale Assortativity Coefficient, and Locale Assortability Coefficient to make association analysis on EveryTrail, a popular LBSN specialized on sharing trips. Based on the analysis result, we observe that people who share more trajectories will get more attention by other users, and people who are popular will connect to the people who are also popular.

Original language	English (US)
Title of host publication	3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011
DOIs	https://doi.org/10.1145/2063212.2063214
State	Published - 2011
Event	3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011 - Chicago, IL, United States Duration: Nov 1 2011 → Nov 1 2011

Publication series

Name	3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011

Other

Other	3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011
Country/Territory	United States
City	Chicago, IL
Period	11/1/11 → 11/1/11

All Science Journal Classification (ASJC) codes

Computer Graphics and Computer-Aided Design
Computer Networks and Communications

Access to Document

10.1145/2063212.2063214

Cite this

Ying, J. J. C., Lee, W. C., Ye, M., Chen, C. Y., & Tseng, V. S. (2011). User association analysis of locales on location based social networks. In 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011 (3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011). https://doi.org/10.1145/2063212.2063214

Ying, Josh Jia Ching ; Lee, Wang Chien ; Ye, Mao et al. / User association analysis of locales on location based social networks. 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011. 2011. (3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011).

@inproceedings{e9b7e6eb0eae4bcf894a0a3e0e2babd8,

title = "User association analysis of locales on location based social networks",

abstract = "In recent years, location-based social networks (LBSNs) have received high attention. While this new breed of social networks is nascent, there is no large-scale analysis conducted to investigate the associations among users in locales of the network. In this paper, we propose four locale based metrics, including Locale Clustering Coefficient, Inward Locale Transitivity, Locale Assortativity Coefficient, and Locale Assortability Coefficient to make association analysis on EveryTrail, a popular LBSN specialized on sharing trips. Based on the analysis result, we observe that people who share more trajectories will get more attention by other users, and people who are popular will connect to the people who are also popular.",

author = "Ying, {Josh Jia Ching} and Lee, {Wang Chien} and Mao Ye and Chen, {Ching Yu} and Tseng, {Vincent S.}",

year = "2011",

doi = "10.1145/2063212.2063214",

language = "English (US)",

isbn = "9781450310338",

series = "3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011",

booktitle = "3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011",

note = "3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011 ; Conference date: 01-11-2011 Through 01-11-2011",

}

Ying, JJC, Lee, WC, Ye, M, Chen, CY & Tseng, VS 2011, User association analysis of locales on location based social networks. in 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011. 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011, 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011, Chicago, IL, United States, 11/1/11. https://doi.org/10.1145/2063212.2063214

User association analysis of locales on location based social networks. / Ying, Josh Jia Ching; Lee, Wang Chien; Ye, Mao et al.
3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011. 2011. (3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011).

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

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T1 - User association analysis of locales on location based social networks

AU - Ying, Josh Jia Ching

AU - Lee, Wang Chien

AU - Ye, Mao

AU - Chen, Ching Yu

AU - Tseng, Vincent S.

PY - 2011

Y1 - 2011

N2 - In recent years, location-based social networks (LBSNs) have received high attention. While this new breed of social networks is nascent, there is no large-scale analysis conducted to investigate the associations among users in locales of the network. In this paper, we propose four locale based metrics, including Locale Clustering Coefficient, Inward Locale Transitivity, Locale Assortativity Coefficient, and Locale Assortability Coefficient to make association analysis on EveryTrail, a popular LBSN specialized on sharing trips. Based on the analysis result, we observe that people who share more trajectories will get more attention by other users, and people who are popular will connect to the people who are also popular.

AB - In recent years, location-based social networks (LBSNs) have received high attention. While this new breed of social networks is nascent, there is no large-scale analysis conducted to investigate the associations among users in locales of the network. In this paper, we propose four locale based metrics, including Locale Clustering Coefficient, Inward Locale Transitivity, Locale Assortativity Coefficient, and Locale Assortability Coefficient to make association analysis on EveryTrail, a popular LBSN specialized on sharing trips. Based on the analysis result, we observe that people who share more trajectories will get more attention by other users, and people who are popular will connect to the people who are also popular.

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M3 - Conference contribution

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T3 - 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011

BT - 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011

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Y2 - 1 November 2011 through 1 November 2011

ER -

Ying JJC, Lee WC, Ye M, Chen CY, Tseng VS. User association analysis of locales on location based social networks. In 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011. 2011. (3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011). doi: 10.1145/2063212.2063214

User association analysis of locales on location based social networks

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