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Data-Intensive Text Processing with MapReduce
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MapReduce is a programming model for distributed computing state on large datasets and execution framework for large scale data processing on commodity server group. This book focuses on the design of MapReduce algorithm, with an emphasis on text-processing algorithms are common in natural language processing, information retrieval, and machine learning. Contents: Introduction / Basic MapReduce / MapReduce Algorithm Design / Indexing inverted for Text Retrieval Algorithm Graph / / EM Algorithm for Text Processing / Closing
Computer eBook Details
- ISBN-10: 1608453421
- ISBN-13: 9781608453429
- Publisher: Morgan & Claypool Publishers
- Pages: 178
- Date: April 2010
- Series: Synthesis Lectures on Human Language Technologies
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