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Study on the Relationship between Profile Images and User Behaviors on Twitter

Published: 18 May 2015 Publication History

Abstract

In recent years, many researchers have studied the characteristics of Twitter, which is a microblogging service used by a large number of people worldwide. However, to the best of our knowledge, no study has yet been conducted to study the relationship between profile images and user behaviors on Twitter. We assume that the profile images and behaviors of users are influenced by their internal properties, because users consider their profile images as symbolic representations of themselves on Twitter. We empirically categorized profile images into 13 types, and investigated the relationships between each category of profile images and users' behaviors on Twitter.

References

[1]
S. Bergsma, M. Dredze, B. V. Durme, T. Wilson, and D. Yarowsky. Broadly Improving User Classification via Communication-Based Name and Location Clustering on Twitter. In HLT-NAACL, number June, pages 1010--1019, 2013.
[2]
J. D. Burger, J. Henderson, G. Kim, and G. Zarrella. Discriminating Gender on Twitter. In Proceedings of the Conference on Empirical Methods in Natural Language Processing, pages 1301--1309, 2011.
[3]
M. Cha and K. P. Gummadi. Measuring User Influence in Twitter: The Million Follower Fallacy. In Proceedings of the Fourth International AAAI Conference on Weblogs and Social Media, volume 10, pages 10--17, 2010.
[4]
E. Cunha, G. Magno, M. A. Gonçalves, C. Cambraia, and V. Almeida. He votes or she votes? Female and male discursive strategies in Twitter political hashtags. PloS one, 9(1):e87041, Jan. 2014.
[5]
N. J. Hum, P. E. Chamberlin, B. L. Hambright, A. C. Portwood, A. C. Schat, and J. L. Bevan. A picture is worth a thousand words: A content analysis of Facebook profile photographs. Computers in Human Behavior, 27(5):1828--1833, Sept. 2011.
[6]
A. Java, X. Song, T. Finin, and B. Tseng. Why We Twitter : Understanding Microblogging. In Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis, pages 56--65, 2007.
[7]
S. Kapidzic. Narcissism as a predictor of motivations behind Facebook profile picture selection. Cyberpsychology, behavior and social networking, 16(1):14--19, Jan. 2013.
[8]
H. Kwak, C. Lee, H. Park, and S. Moon. What is Twitter, a Social Network or a News Media? Categories and Subject Descriptors. In Proceedings of the International World Wide Web Conference, pages 591--600, 2010.
[9]
M. Pennacchiotti and S. Gurumurthy. Investigating topic models for social media user recommendation. In Proceedings of the 20th international conference companion on World wide web, pages 101--102, New York, New York, USA, 2011. ACM Press.
[10]
D. Ramage, S. Dumais, and D. Liebling. Characterizing Microblogs with Topic Models. In Proceedings of the Fourth International AAAI Conference on Weblogs and Social Media, pages 130--137, 2010.
[11]
S. Siegel. Nonparametric statistics for the behavioral sciences., volume 125. McGraw-Hill, New York, 1956.
[12]
J. Weng, E.-P. Lim, J. Jiang, and Q. He. TwitterRank. In Proceedings of the third ACM international conference on Web search and data mining - WSDM '10, page 261, New York, New York, USA, Feb. 2010. ACM Press.
[13]
C. Zhao and G. Jiang. Cultural differences on visual self-presentation through social networking site profile images. In Proceedings of the 2011 annual conference on Human factors in computing systems - CHI '11, pages 1129--1132, New York, New York, USA, 2011. ACM Press.

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    cover image ACM Other conferences
    WWW '15 Companion: Proceedings of the 24th International Conference on World Wide Web
    May 2015
    1602 pages
    ISBN:9781450334730
    DOI:10.1145/2740908

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    • IW3C2: International World Wide Web Conference Committee

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    Association for Computing Machinery

    New York, NY, United States

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    Published: 18 May 2015

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    Author Tags

    1. human-computer interaction
    2. microblog
    3. social computing
    4. social media

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    • (2020)Classifying user connections through social media avatars and users social activities: a case study in identifying sellers on social mediaEnterprise Information Systems10.1080/17517575.2020.1856420(1-20)Online publication date: 18-Dec-2020
    • (2019)Exploring the Relationship Between Developer Activities and Profile Images on GitHubProceedings of the 11th Asia-Pacific Symposium on Internetware10.1145/3361242.3361244(1-10)Online publication date: 28-Oct-2019
    • (2016)Exploiting Data Reuse in Mobile Crowdsensing2016 IEEE Global Communications Conference (GLOBECOM)10.1109/GLOCOM.2016.7841828(1-6)Online publication date: Dec-2016
    • (2016)Analysis of the Spreading Influence Variations for Online Social Users under Attacks2016 IEEE Global Communications Conference (GLOBECOM)10.1109/GLOCOM.2016.7841605(1-6)Online publication date: Dec-2016

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