Clique: Situational Awareness through Behavior

Clique, a visual analytic environment for transactional data, uses statistical behavior models to highlight anomalies. By leveraging a behavioral algorithm, Clique can help data analysts gain awareness into large, time-varying, and streaming datasets such as network flow. Through behavioral- and ano...

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Bibliographic Details
Published inIT professional Vol. 17; no. 4; pp. 66 - 68
Main Authors Best, Daniel M., Cox, B. Ann
Format Journal Article
LanguageEnglish
Published Washington IEEE 01.07.2015
IEEE Computer Society
Subjects
Advertising
Algorithms
Behavior
behavioral algorithms
Cognitive models
Data analysis
Data models
Data visualization
Electronic mail
Facsimile
Studies
Terrorism
transactional data
US Government
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Summary:Clique, a visual analytic environment for transactional data, uses statistical behavior models to highlight anomalies. By leveraging a behavioral algorithm, Clique can help data analysts gain awareness into large, time-varying, and streaming datasets such as network flow. Through behavioral- and anomaly-detection techniques, applications provide insight into the nature of activity through visual representations of typical and atypical patterns. Insight gained via behavior algorithms can then act as jump-off points into further investigation.
ISSN:1520-9202
1941-045X
DOI:10.1109/MITP.2015.57