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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

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 languageEnglish (US)
Title of host publication3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011
DOIs
StatePublished - Nov 28 2011
Event3rd 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 2011Nov 1 2011

Publication series

Name3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011

Other

Other3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks, LBSN 2011 - Held in Conjunction with the 19th ACM SIGSPATIAL GIS 2011
CountryUnited States
CityChicago, IL
Period11/1/1111/1/11

Fingerprint

Trajectories

All Science Journal Classification (ASJC) codes

  • Computer Graphics and Computer-Aided Design
  • Computer Networks and Communications

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 ; Chen, Ching Yu ; Tseng, Vincent S. / 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",
month = "11",
day = "28",
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",

}

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; Chen, Ching Yu; Tseng, Vincent S.

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 proceedingConference contribution

TY - GEN

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 - 2011/11/28

Y1 - 2011/11/28

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.

UR - http://www.scopus.com/inward/record.url?scp=81855228604&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=81855228604&partnerID=8YFLogxK

U2 - 10.1145/2063212.2063214

DO - 10.1145/2063212.2063214

M3 - Conference contribution

AN - SCOPUS:81855228604

SN - 9781450310338

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

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). https://doi.org/10.1145/2063212.2063214