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

Searching Twitter: Separating the Tweet from the Chaff

February 1, 2023

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Authors

Jonathan Hurlock,Max Wilson

Swansea University,Swansea University


DOI:

10.1609/icwsm.v5i1.14117


Abstract:

Within the millions of digital communications posted in online social networks, there is undoubtedly some valuable and useful information. Although a large portion of social media content is considered to be babble, research shows that people share useful links, provide recommendations to friends, answer questions, and solve problems. In this paper, we report on a qualitative investigation into the different factors that make tweets ‘useful’ and ‘not useful’ for a set of common search tasks. The investigation found 16 features that help make a tweet useful, noting that useful tweets often showed 2 or 3 of these features. ‘Not useful’ tweets, however, typically had only one of 17 clear and striking features. Further, we saw that these features can be weighted as according to different types of search tasks. Our results contribute a novel framework for extracting useful information from real-time streams of social-media content that will be used in the design of a future retrieval system.

Topics: ICWSM

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HOW TO CITE:

Jonathan Hurlock,Max Wilson Searching Twitter: Separating the Tweet from the Chaff Proceedings of the International AAAI Conference on Web and Social Media (2011) 161-168.

Jonathan Hurlock,Max Wilson Searching Twitter: Separating the Tweet from the Chaff ICWSM 2011, 161-168.

Jonathan Hurlock,Max Wilson (2011). Searching Twitter: Separating the Tweet from the Chaff. Proceedings of the International AAAI Conference on Web and Social Media, 161-168.

Jonathan Hurlock,Max Wilson. Searching Twitter: Separating the Tweet from the Chaff. Proceedings of the International AAAI Conference on Web and Social Media 2011 p.161-168.

Jonathan Hurlock,Max Wilson. 2011. Searching Twitter: Separating the Tweet from the Chaff. "Proceedings of the International AAAI Conference on Web and Social Media". 161-168.

Jonathan Hurlock,Max Wilson. (2011) "Searching Twitter: Separating the Tweet from the Chaff", Proceedings of the International AAAI Conference on Web and Social Media, p.161-168

Jonathan Hurlock,Max Wilson, "Searching Twitter: Separating the Tweet from the Chaff", ICWSM, p.161-168, 2011.

Jonathan Hurlock,Max Wilson. "Searching Twitter: Separating the Tweet from the Chaff". Proceedings of the International AAAI Conference on Web and Social Media, 2011, p.161-168.

Jonathan Hurlock,Max Wilson. "Searching Twitter: Separating the Tweet from the Chaff". Proceedings of the International AAAI Conference on Web and Social Media, (2011): 161-168.

Jonathan Hurlock,Max Wilson. Searching Twitter: Separating the Tweet from the Chaff. ICWSM[Internet]. 2011[cited 2023]; 161-168.


ISSN: 2334-0770


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