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

Automatic Summarization of Real World Events Using Twitter

February 1, 2023

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Authors

Nasser Alsaedi,Pete Burnap,Omer Rana

Cardiff University,Cardiff University,Cardiff University


DOI:

10.1609/icwsm.v10i1.14766


Abstract:

Microblogging sites, such as Twitter, have become increasingly popular in recent years for reporting details of real world events via the Web. Smartphone apps enable people to communicate with a global audience to express their opinion and commentate on ongoing situations - often while geographically proximal to the event. Due to the heterogeneity and scale of the data and the fact that some messages are more salient than others for the purposes of understanding any risk to human safety and managing any disruption caused by events, automatic summarization of event-related microblogs is a non-trivial and important problem. In this paper we tackle the task of automatic summarization of Twitter posts, and present three methods that produce summaries by selecting the most representative posts from real-world tweet-event clusters. To evaluate our approaches, we compare them to the state-of-the-art summarization systems and human generated summaries. Our results show that our proposed methods outperform all the other summarization systems for English and non-English corpora.

Topics: ICWSM

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HOW TO CITE:

Nasser Alsaedi,Pete Burnap,Omer Rana Automatic Summarization of Real World Events Using Twitter Proceedings of the International AAAI Conference on Web and Social Media (2016) 511-514.

Nasser Alsaedi,Pete Burnap,Omer Rana Automatic Summarization of Real World Events Using Twitter ICWSM 2016, 511-514.

Nasser Alsaedi,Pete Burnap,Omer Rana (2016). Automatic Summarization of Real World Events Using Twitter. Proceedings of the International AAAI Conference on Web and Social Media, 511-514.

Nasser Alsaedi,Pete Burnap,Omer Rana. Automatic Summarization of Real World Events Using Twitter. Proceedings of the International AAAI Conference on Web and Social Media 2016 p.511-514.

Nasser Alsaedi,Pete Burnap,Omer Rana. 2016. Automatic Summarization of Real World Events Using Twitter. "Proceedings of the International AAAI Conference on Web and Social Media". 511-514.

Nasser Alsaedi,Pete Burnap,Omer Rana. (2016) "Automatic Summarization of Real World Events Using Twitter", Proceedings of the International AAAI Conference on Web and Social Media, p.511-514

Nasser Alsaedi,Pete Burnap,Omer Rana, "Automatic Summarization of Real World Events Using Twitter", ICWSM, p.511-514, 2016.

Nasser Alsaedi,Pete Burnap,Omer Rana. "Automatic Summarization of Real World Events Using Twitter". Proceedings of the International AAAI Conference on Web and Social Media, 2016, p.511-514.

Nasser Alsaedi,Pete Burnap,Omer Rana. "Automatic Summarization of Real World Events Using Twitter". Proceedings of the International AAAI Conference on Web and Social Media, (2016): 511-514.

Nasser Alsaedi,Pete Burnap,Omer Rana. Automatic Summarization of Real World Events Using Twitter. ICWSM[Internet]. 2016[cited 2023]; 511-514.


ISSN: 2334-0770


Published by AAAI Press, Palo Alto, California USA
Copyright 2022, Association for the Advancement of
Artificial Intelligence 1900 Embarcadero Road, Suite
101, Palo Alto, California 94303 All Rights Reserved

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