Affiliation:
1. School of Computing and Information Systems, University of Melbourne, Melbourne, Victoria, Australia
Abstract
The rise of social media platforms provides an unbounded, infinitely rich source of aggregate knowledge of the world around us, both historic and real-time, from a human perspective. The greatest challenge we face is how to process and understand this raw and unstructured data, go beyond individual observations and see the “big picture”—the domain of Situation Awareness. We provide an extensive survey of Artificial Intelligence research, focusing on microblog social media data with applications to Situation Awareness, that gives the seminal work and state-of-the-art approaches across six thematic areas:
Crime
,
Disasters
,
Finance
,
Physical Environment
,
Politics
, and
Health and Population
. We provide a novel, unified methodological perspective, identify key results and challenges, and present ongoing research directions.
Funder
Melbourne Research Scholarship
University of Melbourne, Australia
Publisher
Association for Computing Machinery (ACM)
Subject
General Computer Science,Theoretical Computer Science
Cited by
5 articles.
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