Self-organization and associative memory: 3rd edition
Self-organization and associative memory: 3rd edition
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Proceedings of the first workshop on Online social networks
Opinion Mining and Sentiment Analysis
Foundations and Trends in Information Retrieval
An examination of daily information needs and sharing opportunities
Proceedings of the 2008 ACM conference on Computer supported cooperative work
Beyond Microblogging: Conversation and Collaboration via Twitter
HICSS '09 Proceedings of the 42nd Hawaii International Conference on System Sciences
Phatics and the design of community
CHI '09 Extended Abstracts on Human Factors in Computing Systems
Micro-blogging as online word of mouth branding
CHI '09 Extended Abstracts on Human Factors in Computing Systems
Why We Twitter: An Analysis of a Microblogging Community
Advances in Web Mining and Web Usage Analysis
Tweet the debates: understanding community annotation of uncollected sources
WSM '09 Proceedings of the first SIGMM workshop on Social media
The Twitter Book
Proceedings of the 2nd ACM workshop on Social web search and mining
Chatter on the red: what hazards threat reveals about the social life of microblogged information
Proceedings of the 2010 ACM conference on Computer supported cooperative work
Tweet, Tweet, Retweet: Conversational Aspects of Retweeting on Twitter
HICSS '10 Proceedings of the 2010 43rd Hawaii International Conference on System Sciences
A Study on Detecting Patterns in Twitter Intra-topic User and Message Clustering
ICPR '10 Proceedings of the 2010 20th International Conference on Pattern Recognition
IDA'10 Proceedings of the 9th international conference on Advances in Intelligent Data Analysis
Introduction to special issue on terrorism informatics
Information Systems Frontiers
The new war correspondents: the rise of civic media curation in urban warfare
Proceedings of the 2013 conference on Computer supported cooperative work
Information Technology and Management
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The study of terrorism informatics utilizing the Twitter microblogging service has not been given apt attention in the past few years. Twitter has been identified as both a potential facilitator and also a powerful deterrent to terrorism. Based on observations of Twitter's role in civilian response during the recent 2009 Jakarta and Mumbai terrorist attacks, we propose a structured framework to harvest civilian sentiment and response on Twitter during terrorism scenarios. Coupled with intelligent data mining, visualization, and filtering methods, this data can be collated into a knowledge base that would be of great utility to decision-makers and the authorities for rapid response and monitoring during such scenarios. Using synthetic experimental data, we demonstrated that the proposed framework has yielded meaningful graphical visualizations of information, to reveal potential response to terrorist threats. The novelty of this study is that microblogging has never been studied in the domain of terrorism informatics. This paper also contributes to the understanding of the capability of conjoint structured data and unstructured content mining in extracting deep knowledge from noisy twitter messages, through our proposed structured framework.