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Journal article

Using semantic clustering to support situation awareness on Twitter: the case of world views

Abstract:

In recent years, situation awareness has been recognised as a critical part of effective decision making, in particular for crisis management. One way to extract value and allow for better situation awareness is to develop a system capable of analysing a dataset of multiple posts, and clustering consistent posts into different views or stories (or, ‘world views’). However, this can be challenging as it requires an understanding of the data, including determining what is consistent data, and w...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1186/s13673-018-0145-6

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Institution:
University of Oxford
Division:
MPLS Division
Department:
Computer Science
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Computer Science
Role:
Author
Publisher:
SpringerOpen Publisher's website
Journal:
Human-centric Computing and Information Sciences Journal website
Volume:
8
Article number:
22
Publication date:
2018-07-30
Acceptance date:
2018-07-10
DOI:
ISSN:
2192-1962
Source identifiers:
871536
Keywords:
Pubs id:
pubs:871536
UUID:
uuid:ca09fd14-0255-4f82-af5b-aadf82781a44
Local pid:
pubs:871536
Deposit date:
2018-07-17

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