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  • 标题:The Amalgamation of NLP with Text Categorization
  • 本地全文:下载
  • 作者:Amisha Shingala ; Paresh Virparia ; Anjali Jivani
  • 期刊名称:International Journal of Innovative Research in Computer and Communication Engineering
  • 印刷版ISSN:2320-9798
  • 电子版ISSN:2320-9801
  • 出版年度:2015
  • 卷号:3
  • 期号:4
  • DOI:10.15680/ijircce.2015.0304123
  • 出版社:S&S Publications
  • 摘要:Text Mining (TM) and Natural Language Processing (NLP) are very closely related to each other.Though TM is not really associated with the semantic and the syntax of a language, it does try to link documents orunstructured data in such a way that at the end of the day we can say those documents are semantically closelyassociated. TM has a number of subtasks like Text Clustering, Text Summarizing, Text Categorizing, etc. In this paperwe are discussing research related to converting a simple English language question to its equivalent Structured QueryLanguage (SQL) statement for a novice to fetch information from a database. This tool that we have developed hasbeen named the N-ELIDB – Natural English Language Query Interface to Database. This is a heuristic tool which aftergenerating the SQL, tries to categorize the questions using the concept of Text Categorization. The previous part is fora normal user and the later part is for the Text Miner.
  • 关键词:NLP; Text Mining; Text Categorization; Text Classification; Information Retrieval
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