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Title: :  OPINION TARGETS AND OPINION WORDS EXTRACTION USING MODIFIED WORD ALIGNMENT MODEL
PaperId: :  2212
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-2212
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Vibhuti I. PatelL.D. College of Engineering
Mital PanchalL.D. College of Engineering

Abstract

Opinion mining (Information Technology)
E-commerce, opinion mining, fine-grain opinion mining, opinion target extraction, opinion word extraction, word alignment model, NLP rules, topical relation
As e-commerce becomes more and more mature, number of reviews about products grows as well. For fine-grain opinion mining, opinion words and opinion targets extraction is important task, the main part of which is detecting different opinion relation among words. For this task, this paper proposes a method based on word alignment model, which also consider topical relation along with alignments. After finding alignments, the confidence of the candidate is estimated. Then candidate with higher confidence is extracted. Finally topical relations are considered in addition to extracted candidates. All previous methods are either dictionary based or based on nearest-neighbor rule, or based on NLP rules. Dictionary based methods are domain specific, nearest-neighbor rules based methods are not precise when long span relations and NLP rule based method not precise when used on informal inline texts. Our experiment results on two different data, for different domains shows that consideration of topical relation improve the method based on word alignment model

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IJARIIE Vibhuti I. Patel, and Mital Panchal. "OPINION TARGETS AND OPINION WORDS EXTRACTION USING MODIFIED WORD ALIGNMENT MODEL" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 603-608
MLA Vibhuti I. Patel, and Mital Panchal. "OPINION TARGETS AND OPINION WORDS EXTRACTION USING MODIFIED WORD ALIGNMENT MODEL." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 603-608.
APA Vibhuti I. Patel, & Mital Panchal. (2016). OPINION TARGETS AND OPINION WORDS EXTRACTION USING MODIFIED WORD ALIGNMENT MODEL. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 603-608.
Chicago Vibhuti I. Patel, and Mital Panchal. "OPINION TARGETS AND OPINION WORDS EXTRACTION USING MODIFIED WORD ALIGNMENT MODEL." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 603-608.
Oxford Vibhuti I. Patel, and Mital Panchal. 'OPINION TARGETS AND OPINION WORDS EXTRACTION USING MODIFIED WORD ALIGNMENT MODEL', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 603-608. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/OPINION_TARGETS_AND_OPINION_WORDS_EXTRACTION_USING_MODIFIED_WORD_ALIGNMENT_MODEL_ijariie2212.pdf (Accessed : ).
Harvard Vibhuti I. Patel, and Mital Panchal. (2016) 'OPINION TARGETS AND OPINION WORDS EXTRACTION USING MODIFIED WORD ALIGNMENT MODEL', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 603-608IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/OPINION_TARGETS_AND_OPINION_WORDS_EXTRACTION_USING_MODIFIED_WORD_ALIGNMENT_MODEL_ijariie2212.pdf (Accessed : )
IEEE Vibhuti I. Patel, and Mital Panchal, "OPINION TARGETS AND OPINION WORDS EXTRACTION USING MODIFIED WORD ALIGNMENT MODEL," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 603-608, May-Jun 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/OPINION_TARGETS_AND_OPINION_WORDS_EXTRACTION_USING_MODIFIED_WORD_ALIGNMENT_MODEL_ijariie2212.pdf [Accessed : ].
Turabian Vibhuti I. Patel, and Mital Panchal. "OPINION TARGETS AND OPINION WORDS EXTRACTION USING MODIFIED WORD ALIGNMENT MODEL." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 ().
Vancouver Vibhuti I. Patel, and Mital Panchal. OPINION TARGETS AND OPINION WORDS EXTRACTION USING MODIFIED WORD ALIGNMENT MODEL. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(3) : 603-608. Available from: https://ijariie.com/AdminUploadPdf/OPINION_TARGETS_AND_OPINION_WORDS_EXTRACTION_USING_MODIFIED_WORD_ALIGNMENT_MODEL_ijariie2212.pdf
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