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Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007)
Ask the Crowd to Find out What's Important
Omaha, Nebraska, USA
October 28-October 31
ISBN: 0-7695-3033-8
We present a corpus-based method for estimating the im- portance of sentences. Our main contribution is two-fold. First, we introduce the idea of using the increasing amount of manually labeled category information (that is becoming available through collaborative knowledge creation efforts) to identify "typical information" for categories of entities. Second, we provide multiple types of empirical evidence for the usefulness of this notion of typical-information-for-a- category for estimating the importance of sentences.
Citation:
Sisay Fissaha Adafre, Maarten de Rijke, "Ask the Crowd to Find out What's Important," icdmw, pp.3-8, Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007), 2007
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