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Where do I start?
2012
Proceedings of the ACM SIGKDD Workshop on Intelligence and Security Informatics - ISI-KDD '12
The "where do I start?" problem is a veritable one in intelligence analysis. We identify several classes of algorithmic strategies that can supply starting points to analysts in their exploration of a document collection. We present nine methods with origins in association analysis, graph metrics, and probabilistic modeling, and systematically evaluate them over multiple document collections. One of these methods, a novel approach to modeling "surprise", is our specific contribution and,
doi:10.1145/2331791.2331794
fatcat:tnnlnbdwdba5di2hmqsnx3kjru