TimeMines : Constructing Timelines with Statistical Models of Word Usage

Russell Swan · 2000

We present a system, TimeMines, that automatically generates timelines from date-tagged free text corpora. TimeMines detects, ranks, and groups semantic features based on their statistical properties. We use these features to discover sets of related stories that deal with a single topic.

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