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Title: :  An algorithm of word indexing model for document summarization based on perspective of document
PaperId: :  2341
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2341
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Meha ShahKalol Institute of Technology and Research Center

Abstract

Computer Engineering
Data mining, Document Summarization, Text mining, Stemming, Sentence Similarity, Context Similarity
Natural language processing (NLP) is an area of computer science, artificial intelligence, and computational linguistics connected with the communications between computers and natural languages. There are many challenges in NLP involve natural language understanding, that is, enabling computers to derive meaning from human or natural language input, and others involve natural language generation. Document summarization is a part of it. Many different classes of such process based on machine learning are developed. In researches earlier document summarization mostly use the similarity between sentences in the document to extract the most significant sentences. The documents as well as the sentences are indexed using traditional term indexing measures, which do not take the context into consideration. The resulting indexing weights are used to compute the sentence similarity matrix. The proposed sentence similarity measure has been used with the baseline graph-based ranking models for sentence extraction.

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IJARIIE Meha Shah. "An algorithm of word indexing model for document summarization based on perspective of document" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 1978-1991
MLA Meha Shah. "An algorithm of word indexing model for document summarization based on perspective of document." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 1978-1991.
APA Meha Shah. (2016). An algorithm of word indexing model for document summarization based on perspective of document. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 1978-1991.
Chicago Meha Shah. "An algorithm of word indexing model for document summarization based on perspective of document." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 1978-1991.
Oxford Meha Shah. 'An algorithm of word indexing model for document summarization based on perspective of document', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 1978-1991. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/An_algorithm_of_word_indexing_model_for_document_summarization_based_on_perspective_of_document_ijariie2341.pdf (Accessed : ).
Harvard Meha Shah. (2016) 'An algorithm of word indexing model for document summarization based on perspective of document', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 1978-1991IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/An_algorithm_of_word_indexing_model_for_document_summarization_based_on_perspective_of_document_ijariie2341.pdf (Accessed : )
IEEE Meha Shah, "An algorithm of word indexing model for document summarization based on perspective of document," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 1978-1991, May-Jun 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/An_algorithm_of_word_indexing_model_for_document_summarization_based_on_perspective_of_document_ijariie2341.pdf [Accessed : ].
Turabian Meha Shah. "An algorithm of word indexing model for document summarization based on perspective of document." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 ().
Vancouver Meha Shah. An algorithm of word indexing model for document summarization based on perspective of document. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(3) : 1978-1991. Available from: https://ijariie.com/AdminUploadPdf/An_algorithm_of_word_indexing_model_for_document_summarization_based_on_perspective_of_document_ijariie2341.pdf
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