What Is Text Mining? A Beginner's Guide - Text Analysis
2018-12-15 · Text mining is a process to extract interesting and sig-nificant patterns to explore knowledge from textual datasources. Text mining is a multi-disciplinary field based oninformation retrieval, data mining, machine learning, statistics,and computational linguistics. Figure 1 shows the Venndiagram of text mining and its interaction with other fields.Several text mining techniques like summarization, classifi-cation, clustering etc., can be applied to extract knowledge.Text mining deals with natural language text which is storedin semi-structured and unstructured format. Text miningtechniques are continuously applied in industry, academia, webapplications, internet and other fields. Application areaslike search engines, customer relationship management system,filter emails, product suggestion analysis, fraud detection, andsocial media analytics use text mining …
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