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text mining

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text mining

Analyzing natural language in documents, email messages and other free-form text. Text mining attempts to derive meaning from the words and sentences in order to classify documents, route messages appropriately, as well as create summaries of content. For example, email coming to a support site can be analyzed to direct the message to the appropriate technician. See noisy text and data mining.
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References in periodicals archive
After emerging big data, especially unstructured data, text mining is considered as a suitable methodology to analysis them.
The number of articles being published and indexed by PubMed is increasing exponentially, and therefore text mining has become an attractive (and standard) approach in mining literature data when comparing with the traditional labor-intensive strategies.
Text mining is an emerging research area of computer science [3].
Yepes and Berlanga [6] intended a method to yield word-concept prospects from a Knowledge Base (KB) that benefits as a foundation for numerous text mining works which not only takes into interpretation the core forms within the explanations surrounded in the Knowledge Base (KB) but also those in texts offered from vast unlabeled corpora such as MEDLINE.
* Text Mining e o estudo e a pratica de extrair informacoes de textos usando os principios da linguistica computacional.
For the problem mentioned domain of text mining has a lot of choices and techniques available and the more relevant of them are the Information extraction, Information Retrieval, Categorization, Concept Linkage and Topic tracking.
In addition, insurers can apply newer analytics such as text mining to help uncover valuable insights from adjuster notes--information that may not be available elsewhere in structured form.
The software employs text mining technology from Fujitsu Laboratories that extracts details of complaints from text-based malfunction-related data.
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