Hidden Markov Model and its Application in Natural Language Processing

Hidden Markov Model and its Application in Natural Language Processing

This study describes a Hidden Markov Model and its application in natural language process. The study also introduces the basic concept of Hidden Markov Model, introduces the three basic issues and the basic algorithm to solve the problems, and gives the demonstration of application of Chinese part-...

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Veröffentlicht in:Information Technology Journal 2013, Vol.12 (17), p.4256-4261
Hauptverfasser: Gao, Xuexia, Zhu, Nan
Format: Artikel
Sprache:eng
Schlagworte:
Algorithms
Marking
Mathematical models
Natural language processing
Speech recognition
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Beschreibung
Zusammenfassung:This study describes a Hidden Markov Model and its application in natural language process. The study also introduces the basic concept of Hidden Markov Model, introduces the three basic issues and the basic algorithm to solve the problems, and gives the demonstration of application of Chinese part-of-speech tagging and speech recognition via Hidden Markov Model.
ISSN:1812-5638
1812-5646
DOI:10.3923/itj.2013.4256.4261