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General Information
    • ISSN: 2301-3559
    • Frequency: Quarterly
    • DOI: 10.18178/LNSE
    • Editor-in-Chief: Prof. Jemal Antidze
    • Executive Editor: Ms. Nina Lee
    • Abstracting/ Indexing: EI (INSPEC, IET), DOAJ, Electronic Journals Library, Engineering & Technology Digital Library, Ulrich's Periodicals Directory, International Computer Science Digital Library (ICSDL), ProQuest and Google Scholar.
    • E-mail: lnse@ejournal.net
Editor-in-chief
Prof. Jemal Antidze
I. Vekua Scientific Institute of Applied Mathematics
Tbilisi State University, Georgia
I'm happy to take on the position of editor in chief of LNSE. We encourage authors to submit papers concerning any branch of Software Engineering.

LNSE 2016 Vol.4(1): 82-86 ISSN: 2301-3559
DOI: 10.7763/LNSE.2016.V4.228

Comparative Analysis between Naïve Bayes Algorithm and Decision Tree to Solve WSD Using Empirical Approach

Boshra F. Zopon Al-Bayaty and Shashank Joshi
Abstract—There are many robust approaches algorithms for Word Sense Disambiguation using machine learning, and it is very difficult to make comparisons between them if we don’t implementation empirically. In this word, analysis and developed JAVA Code and compare between two of the most successfully approaches for supervised machine learning, namely, Naïve Bayes and Decision tree using WordNet and Senseval3 for Word Sense Disambiguation of words in context.
While comparing these two approaches, paper deals with supervised learning method proving effective results. These algorithms refer common data set, training file and testing file to calculate accuracy to predict exact meaning of sense.

Index Terms—Supervised, Naïve bayes, decision tree, WSD, WordNet.

Boshra F. Zopon Al-Bayaty is with Bharati Vidyapeeth University, Pune, India. And she is also with Al-Mustansiriya University, Baghdad, Iraq (e-mail: bushraalbayaty123@gmail.com).
Shashank Joshi is with Bharati Vidyapeeth University, Pune, India.

[PDF]

Cite: Boshra F. Zopon Al-Bayaty and Shashank Joshi, "Comparative Analysis between Naïve Bayes Algorithm and Decision Tree to Solve WSD Using Empirical Approach," Lecture Notes on Software Engineering vol. 4, no. 1, pp. 82-86, 2016.

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