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Call for Papers:Vol.9 Issue.5

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Title: :  Summarization of "Terms and Conditions" based on machine learning.
PaperId: :  4697
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 2 2017
DUI:    16.0415/IJARIIE-4697
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sanjana ThakurBharati Vidyapeeth's College Of Engineering for Women
Prof. Ashwini KhairkarBharati Vidyapeeth's College of Engineering for Women
Tripti ChauhanBharati Vidyapeeth's College Of Engineering for Women
Namrata DhaigudeBharati Vidyapeeth's College Of Engineering for Women
Priyanka KumariBharati Vidyapeeth's College Of Engineering for Women

Abstract

Information Technology
Automatic Text Summarization, NLTK, Genetic clustering, SENCLUS,Fitness function, Scoring function
In today’s digital world, the amount of data getting generated is in abundance .To deal with such large amount of information there is a need to summarize the data. Automatic Text summarization helps in dealing with this vast information which is generated on web and deep web. In this paper, a genetic clustering algorithm called SENCLUS is used to perform the summarization. Each cluster is formed by checking the value of fitness function for each token. Two functions called the fitness function and the SENLCUS scoring function are used for checking relevance of tokens to the cluster and for scoring the tokens in each cluster respectively. After scoring, each token is ranked according to the score given. Finally the summary is formed with the sentences including the most highly ranked tokens according to the size of the summary to be generated.

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IJARIIE Sanjana Thakur, Prof. Ashwini Khairkar, Tripti Chauhan, Namrata Dhaigude, and Priyanka Kumari. "Summarization of "Terms and Conditions" based on machine learning." International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 2 2017 Page 4191-4193
MLA Sanjana Thakur, Prof. Ashwini Khairkar, Tripti Chauhan, Namrata Dhaigude, and Priyanka Kumari. "Summarization of "Terms and Conditions" based on machine learning.." International Journal Of Advance Research And Innovative Ideas In Education 3.2(2017) : 4191-4193.
APA Sanjana Thakur, Prof. Ashwini Khairkar, Tripti Chauhan, Namrata Dhaigude, & Priyanka Kumari. (2017). Summarization of "Terms and Conditions" based on machine learning.. International Journal Of Advance Research And Innovative Ideas In Education, 3(2), 4191-4193.
Chicago Sanjana Thakur, Prof. Ashwini Khairkar, Tripti Chauhan, Namrata Dhaigude, and Priyanka Kumari. "Summarization of "Terms and Conditions" based on machine learning.." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 2 (2017) : 4191-4193.
Oxford Sanjana Thakur, Prof. Ashwini Khairkar, Tripti Chauhan, Namrata Dhaigude, and Priyanka Kumari. 'Summarization of "Terms and Conditions" based on machine learning.', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, 2017, p. 4191-4193. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Summarization_of__Terms_and_Conditions__based_on_machine_learning__ijariie4697.pdf (Accessed : ).
Harvard Sanjana Thakur, Prof. Ashwini Khairkar, Tripti Chauhan, Namrata Dhaigude, and Priyanka Kumari. (2017) 'Summarization of "Terms and Conditions" based on machine learning.', International Journal Of Advance Research And Innovative Ideas In Education, 3(2), pp. 4191-4193IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Summarization_of__Terms_and_Conditions__based_on_machine_learning__ijariie4697.pdf (Accessed : )
IEEE Sanjana Thakur, Prof. Ashwini Khairkar, Tripti Chauhan, Namrata Dhaigude, and Priyanka Kumari, "Summarization of "Terms and Conditions" based on machine learning.," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, pp. 4191-4193, Mar-App 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/Summarization_of__Terms_and_Conditions__based_on_machine_learning__ijariie4697.pdf [Accessed : ].
Turabian Sanjana Thakur, Prof. Ashwini Khairkar, Tripti Chauhan, Namrata Dhaigude, and Priyanka Kumari. "Summarization of "Terms and Conditions" based on machine learning.." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 2 ().
Vancouver Sanjana Thakur, Prof. Ashwini Khairkar, Tripti Chauhan, Namrata Dhaigude, and Priyanka Kumari. Summarization of "Terms and Conditions" based on machine learning.. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 3(2) : 4191-4193. Available from: http://ijariie.com/AdminUploadPdf/Summarization_of__Terms_and_Conditions__based_on_machine_learning__ijariie4697.pdf
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