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Title: :  Topic Modeling And Recommendation Generation Using Bag Of Discriminative Words (BoDW)
PaperId: :  8865
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 4 2018
DUI:    16.0415/IJARIIE-8865
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Prashant C. ShahSVIT COE,Nashik
Prof.K.N.ShedgeSVIT COE,Nashik

Abstract

Computer Engineering
Bag-of-Discriminative-Words, Latent Dirichet Allocation, Objective and Subjective Classification, Recommendation, Topic Modelling.
In the topic analysis Bag of word is important technique. The important words present in a document, either represents a fact or sentiment related to the topic. The fact represents the objective labels and sentiment represents the subjective labels. The meaning of word varies with respect to the topic. Every word in a document does not have equal degree to represent a topic. The subjective and/or objective degree of a discriminative word varies with respect to the topic. The system extracts bag of discriminative words from a document based on objective and subjective selection of variables. The LDA and regression techniques are used to filter the discriminative words in a document. Based on objective and subjective analysis recommendations are generated by analyzing subjective score with respect to the user query.

Citations

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IJARIIE Prashant C. Shah, and Prof.K.N.Shedge. "Topic Modeling And Recommendation Generation Using Bag Of Discriminative Words (BoDW)" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 4 2018 Page 331-337
MLA Prashant C. Shah, and Prof.K.N.Shedge. "Topic Modeling And Recommendation Generation Using Bag Of Discriminative Words (BoDW)." International Journal Of Advance Research And Innovative Ideas In Education 4.4(2018) : 331-337.
APA Prashant C. Shah, & Prof.K.N.Shedge. (2018). Topic Modeling And Recommendation Generation Using Bag Of Discriminative Words (BoDW). International Journal Of Advance Research And Innovative Ideas In Education, 4(4), 331-337.
Chicago Prashant C. Shah, and Prof.K.N.Shedge. "Topic Modeling And Recommendation Generation Using Bag Of Discriminative Words (BoDW)." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 4 (2018) : 331-337.
Oxford Prashant C. Shah, and Prof.K.N.Shedge. 'Topic Modeling And Recommendation Generation Using Bag Of Discriminative Words (BoDW)', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 4, 2018, p. 331-337. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Topic_Modeling_And_Recommendation_Generation_Using_Bag_Of_Discriminative_Words__BoDW__ijariie8865.pdf (Accessed : 01 September 2020).
Harvard Prashant C. Shah, and Prof.K.N.Shedge. (2018) 'Topic Modeling And Recommendation Generation Using Bag Of Discriminative Words (BoDW)', International Journal Of Advance Research And Innovative Ideas In Education, 4(4), pp. 331-337IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Topic_Modeling_And_Recommendation_Generation_Using_Bag_Of_Discriminative_Words__BoDW__ijariie8865.pdf (Accessed : 01 September 2020)
IEEE Prashant C. Shah, and Prof.K.N.Shedge, "Topic Modeling And Recommendation Generation Using Bag Of Discriminative Words (BoDW)," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 4, pp. 331-337, Jul-Aug 2018. [Online]. Available: https://ijariie.com/AdminUploadPdf/Topic_Modeling_And_Recommendation_Generation_Using_Bag_Of_Discriminative_Words__BoDW__ijariie8865.pdf [Accessed : 01 September 2020].
Turabian Prashant C. Shah, and Prof.K.N.Shedge. "Topic Modeling And Recommendation Generation Using Bag Of Discriminative Words (BoDW)." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 4 (01 September 2020).
Vancouver Prashant C. Shah, and Prof.K.N.Shedge. Topic Modeling And Recommendation Generation Using Bag Of Discriminative Words (BoDW). International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : 01 September 2020]; 4(4) : 331-337. Available from: https://ijariie.com/AdminUploadPdf/Topic_Modeling_And_Recommendation_Generation_Using_Bag_Of_Discriminative_Words__BoDW__ijariie8865.pdf
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