Book Details


Text Data Mining / Chengqing Zong, Rui Xia, Jiajun Zhang

Publication year: 2021

ISBN: 78-981-16-0100-2

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Offers a detailed introduction to the fundamental theories and methods of text data mining, ranging from pre-processing (for both Chinese and English texts), text representation and feature selection, to text classification and text clustering. It also presents the predominant applications of text data mining, for example, topic modeling, sentiment analysis and opinion mining, topic detection and tracking, information extraction, and automatic text summarization. Bringing all the related concepts and algorithms together, it offers a comprehensive, authoritative and coherent overview.

Subject: Natural Language Processing (NLP), Data Mining, Knowledge Discovery, Machine Learning, Text Mining, Text Representation, Information Extraction, Text Classification, Text Clustering, Sentiment Analysis, Opinion Mining, Topic Detection, Topic Tracking, Automatic Summarization