Language Processing and Python:

Glad Shiya V., Belsini and K., Sharmila (2021) Language Processing and Python:. In: Language Processing and Python. IGI Global, pp. 93-119.

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Abstract

Belsini Glad Shiya V. Agurchand Manmull Jain College, India Sharmila K. VISTAS, India Language Processing and Python

Natural language processing is the communication between the humans and the computers. It is the field of computer science which incorporates artificial intelligence and linguistics where machine learning algorithms are used to analyze and process the enormous variety of data. This chapter delivers the fundamental concepts of language processing in Python such as text and word operations. It also gives the details about the preference of Python language for language processing and its advantages. It specifies the basic concept of variables, list, operators, looping statements in Python and explains how it can be implemented in language processing. It also specifies how a structured program can be written using Python, categorizing and tagging of words, how an information can be extracted from a text, syntactic and semantic analysis, and NLP applications. It also concentrates some of the research applications where NLP is applied and the challenges of NLP processing in the real-time area of applications.
chapter 6 2021 93 119 10.4018/978-1-7998-7728-8.ch006 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-7728-8.ch006 https://www.igi-global.com/viewtitle.aspx?TitleId=284205 Boukkouri. (2018). Text classification the first step Toward NLP Mastery. medium.com Text Preprocessing in Python: Steps, Tools, and Examples O.Davydova 2018 Hardeniya, N., Perkins, J., Chopra, D., Joshi, N., & Mathur, I. (2016). Natural Language Processing: Python and NLTK. books.google.com Jabeen, H. (2018). Stemming and Lemmatization in Python. https://www.datacamp.com Loper, E., Klein, E., & Bird, S. (2009). Natural language processing with Python: analyzing text with the natural language toolkit. books.google.com Menzenski. (2015). Introduction to text analysis With Python and the Natural Language Toolkit. Academic Press. Mujtaba. (2020). An Introduction to Bag of Words (BoW) | What is Bag of Words?https://www.mygreatlearning.com Natural Language Processing (NLP) with Python Tutorial on the basics of natural language processing (NLP) with sample coding implementations in Python P.Shukla 2021 Singh, S. (2019). How to Get Started with NLP – 6 Unique Methods to Perform Tokenization. https://www.analyticsvidhya.com 10.13063/2327-9214.1222 Szlosek, D., & Ferrett, J. (2016). Using Machine Learning and Natural Language Processing Algorithms to Automate the Evaluation of Clinical Decision Support in Electronic Medical Record Systems. www.semanticscholar.org Thanaki, J. (2017). Python natural language processing. books.google.com Vismaya & Reynald. (2017). Natural language processing using python. International Journal of Scientific & Engineering Research, 8(5).

Item Type: Book Section
Subjects: Computer Science > Design and Analysis of Algorithm
Divisions: Computer Science
Depositing User: Mr IR Admin
Date Deposited: 19 Sep 2024 04:58
Last Modified: 19 Sep 2024 04:58
URI: https://ir.vistas.ac.in/id/eprint/6416

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