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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 30 / No. 1: Thirtieth AAAI Conference On Artificial Intelligence

Identifying Search Keywords for Finding Relevant Social Media Posts

March 8, 2023

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Authors

Shuai Wang

University of Illinois at Chicago


Zhiyuan Chen

University of Illinois at Chicago


Bing Liu

University of Illinois at Chicago


Sherry Emery

University of Illinois at Chicago


DOI:

10.1609/aaai.v30i1.10387


Abstract:

In almost any application of social media analysis, the user is interested in studying a particular topic or research question. Collecting posts or messages relevant to the topic from a social media source is a necessary step. Due to the huge size of social media sources (e.g., Twitter and Facebook), one has to use some topic keywords to search for possibly relevant posts. However, gathering a good set of keywords is a very tedious and time-consuming task. It often involves a lengthy iterative process of searching and manual reading. In this paper, we propose a novel technique to help the user identify topical search keywords. Our experiments are carried out on identifying such keywords for five (5) real-life application topics to be used for searching relevant tweets from the Twitter API. The results show that the proposed method is highly effective.

Topics: AAAI

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HOW TO CITE:

Shuai Wang|| Zhiyuan Chen|| Bing Liu|| Sherry Emery Identifying Search Keywords for Finding Relevant Social Media Posts Proceedings of the AAAI Conference on Artificial Intelligence, 30 (2016) .

Shuai Wang|| Zhiyuan Chen|| Bing Liu|| Sherry Emery Identifying Search Keywords for Finding Relevant Social Media Posts AAAI 2016, .

Shuai Wang|| Zhiyuan Chen|| Bing Liu|| Sherry Emery (2016). Identifying Search Keywords for Finding Relevant Social Media Posts. Proceedings of the AAAI Conference on Artificial Intelligence, 30, .

Shuai Wang|| Zhiyuan Chen|| Bing Liu|| Sherry Emery. Identifying Search Keywords for Finding Relevant Social Media Posts. Proceedings of the AAAI Conference on Artificial Intelligence, 30 2016 p..

Shuai Wang|| Zhiyuan Chen|| Bing Liu|| Sherry Emery. 2016. Identifying Search Keywords for Finding Relevant Social Media Posts. "Proceedings of the AAAI Conference on Artificial Intelligence, 30". .

Shuai Wang|| Zhiyuan Chen|| Bing Liu|| Sherry Emery. (2016) "Identifying Search Keywords for Finding Relevant Social Media Posts", Proceedings of the AAAI Conference on Artificial Intelligence, 30, p.

Shuai Wang|| Zhiyuan Chen|| Bing Liu|| Sherry Emery, "Identifying Search Keywords for Finding Relevant Social Media Posts", AAAI, p., 2016.

Shuai Wang|| Zhiyuan Chen|| Bing Liu|| Sherry Emery. "Identifying Search Keywords for Finding Relevant Social Media Posts". Proceedings of the AAAI Conference on Artificial Intelligence, 30, 2016, p..

Shuai Wang|| Zhiyuan Chen|| Bing Liu|| Sherry Emery. "Identifying Search Keywords for Finding Relevant Social Media Posts". Proceedings of the AAAI Conference on Artificial Intelligence, 30, (2016): .

Shuai Wang|| Zhiyuan Chen|| Bing Liu|| Sherry Emery. Identifying Search Keywords for Finding Relevant Social Media Posts. AAAI[Internet]. 2016[cited 2023]; .


ISSN: 2374-3468


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