[ACM Press the 19th international conference - Raleigh, North Carolina, USA (2010.04.26-2010.04.30)] Proceedings of the 19th international conference on World wide web - WWW '10 - A scalable machine-learning approach for semi-structured named entity recognition
โ Scribed by Irmak, Utku; Kraft, Reiner
- Book ID
- 118047010
- Publisher
- ACM Press
- Year
- 2010
- Weight
- 763 KB
- Volume
- 0
- Category
- Article
- ISBN
- 1605587990
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Www '10: The 19th International World Wide Web Conference Apr 26, 2010-apr 30, 2010 Raleigh, Usa. You Can View More Information About This Proceeding And All Of Acms Other Published Conference Proceedings From The Acm Digital Library: Http://www.acm.org/dl.
We present two modifications to the popular k-means clustering algorithm to address the extreme requirements for latency, scalability, and sparsity encountered in user-facing web applications. First, we propose the use of mini-batch optimization for k-means clustering. This reduces computation cost