Employee Profiling via Aspect-based Sentiment and Network for Insider Threats Detection

Charlie Soh,Sicheng Yu,Annamalai Narayanan,Santhiya Duraisamy,Lihui Chen

Expert Systems with Applications（2019）

引用 34|浏览55

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摘要

•Customised sentiment analysis can monitor opinion/emotions changes in employees.•Modified skipgram model can comprehend implicit social network information.•Proposed employee profiles can be ranked by anomaly to identify potential insiders.

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关键词

Insider threat,Aspect-based sentiment analysis,Network embedding,Anomaly detection

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