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- 1066 creator lei-yang.
- 1066 creator qiaozhu-mei.
- 1066 creator tao-sun.
- 1066 type InProceedings.
- 1066 label "We Know What @You #Tag: Does the Dual Role Affect Hashtag Adoption?".
- 1066 sameAs 1066.
- 1066 abstract "Researchers and social observers have both believed that hashtags, as a new organizational object of information, play a dual role in online microblogging communities (e.g., Twitter). On one hand, a hashtag serves as a bookmark of content, which links tweets with similar topics; on the other hand, a hashtag serves as the symbol of a community membership, which bridges a virtual community of users. Are the real users aware of this dual role of hashtags? Is the dual role affecting their behavior of adopting a hashtag? Is hashtag adoption predictable? We take the initiative to investigate and quantify the effects of the dual role on hashtag adoption. We propose comprehensive measures to quantify the major factors of how a user selects content tags as well as joins communities. Experiments using large scale Twitter datasets prove the effectiveness of the dual role, where both the content measures and the community measures significantly correlate to hashtag adoption on Twitter. With these measures as features, a machine learning model can effectively predict the future adoption of hashtags that a user has never used before.".
- 1066 hasAuthorList authorList.
- 1066 isPartOf proceedings.
- 1066 keyword "Dual Role".
- 1066 keyword "Hashtag".
- 1066 keyword "Prediction".
- 1066 keyword "Twitter".
- 1066 title "We Know What @You #Tag: Does the Dual Role Affect Hashtag Adoption?".