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Home / Proceedings / Proceedings of the International AAAI Conference on Web and Social Media

Modeling Destructive Group Dynamics in On-Line Gaming Communities

February 1, 2023

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Authors

Akshay Patil,Juan Liu,Bob Price,Hossam Sharara,Oliver Brdiczka

State University of New York at Stony Brook,Palo Alto Research Center,Palo Alto Research Center,University of Maryland,Palo Alto Research Center


DOI:

10.1609/icwsm.v6i1.14250


Abstract:

Social groups often exhibit a high degree of dynamism. Some groups thrive, while many others die over time. Modeling destructive dynamics and understanding whether/why/when a person will depart from a group can be important in a number of social domains. In this paper, we take the World of Warcraft game as an exemplar platform for studying destructive group dynamics. We build models to predict if and when an individual is going to quit his/her guild, and whether this quitting event will inflict substantial damage on the guild. Our predictors start from in-game census data and extract features from multiple perspectives such as individual-level, guild-level, game activity, and social interaction features. Our study shows that destructive group dynamics can often be predicted with modest to high accuracy, and feature diversity is critical to prediction performance.

Topics: ICWSM

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HOW TO CITE:

Akshay Patil,Juan Liu,Bob Price,Hossam Sharara,Oliver Brdiczka Modeling Destructive Group Dynamics in On-Line Gaming Communities Proceedings of the International AAAI Conference on Web and Social Media (2012) 290-297.

Akshay Patil,Juan Liu,Bob Price,Hossam Sharara,Oliver Brdiczka Modeling Destructive Group Dynamics in On-Line Gaming Communities ICWSM 2012, 290-297.

Akshay Patil,Juan Liu,Bob Price,Hossam Sharara,Oliver Brdiczka (2012). Modeling Destructive Group Dynamics in On-Line Gaming Communities. Proceedings of the International AAAI Conference on Web and Social Media, 290-297.

Akshay Patil,Juan Liu,Bob Price,Hossam Sharara,Oliver Brdiczka. Modeling Destructive Group Dynamics in On-Line Gaming Communities. Proceedings of the International AAAI Conference on Web and Social Media 2012 p.290-297.

Akshay Patil,Juan Liu,Bob Price,Hossam Sharara,Oliver Brdiczka. 2012. Modeling Destructive Group Dynamics in On-Line Gaming Communities. "Proceedings of the International AAAI Conference on Web and Social Media". 290-297.

Akshay Patil,Juan Liu,Bob Price,Hossam Sharara,Oliver Brdiczka. (2012) "Modeling Destructive Group Dynamics in On-Line Gaming Communities", Proceedings of the International AAAI Conference on Web and Social Media, p.290-297

Akshay Patil,Juan Liu,Bob Price,Hossam Sharara,Oliver Brdiczka, "Modeling Destructive Group Dynamics in On-Line Gaming Communities", ICWSM, p.290-297, 2012.

Akshay Patil,Juan Liu,Bob Price,Hossam Sharara,Oliver Brdiczka. "Modeling Destructive Group Dynamics in On-Line Gaming Communities". Proceedings of the International AAAI Conference on Web and Social Media, 2012, p.290-297.

Akshay Patil,Juan Liu,Bob Price,Hossam Sharara,Oliver Brdiczka. "Modeling Destructive Group Dynamics in On-Line Gaming Communities". Proceedings of the International AAAI Conference on Web and Social Media, (2012): 290-297.

Akshay Patil,Juan Liu,Bob Price,Hossam Sharara,Oliver Brdiczka. Modeling Destructive Group Dynamics in On-Line Gaming Communities. ICWSM[Internet]. 2012[cited 2023]; 290-297.


ISSN: 2334-0770


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