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Title: :  SOCIAL NETWORK BASED SEQUENTIAL USER INTEREST MODELING
PaperId: :  12389
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 4 2020
DUI:    16.0415/IJARIIE-12389
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Miss. Vedanti R. ChavankeSir. Visvesvaraya Institute of Technology, Chincholi, Nashik, Maharashtra , India
Prof. Devidas S. ThosarSir. Visvesvaraya Institute of Technology, Chincholi, Nashik, Maharashtra , India
Prof. Kishor N. ShedgeSir. Visvesvaraya Institute of Technology, Chincholi, Nashik, Maharashtra , India

Abstract

Computer Enigineering
Social network , Recommendation system, User interest modeling, deep learning and Recurrent Neural Network
Social network creates online user group and share their experiences, interest and views with each other. To provide better service to users and grow a business, there is need to analyze user interest, need, preferences, and habits. The social circle and influence of people in contact also matters to the users purchase. Sequential actions of friends and temporal auto correlation influences user point of interest. The proposed work includes recommendation generation based on deep learning. A Social-Aware Long Short-Term Memory (SA-LSTM) algorithm is proposed. The SA-LSTM includes stacked LSTMs for sequential modeling and Stacked Denoiseing AutoEncoders SDAEs for social influence modeling. Based on the POI of users a social network friend recommendation is also generated.

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IJARIIE Miss. Vedanti R. Chavanke, Prof. Devidas S. Thosar, and Prof. Kishor N. Shedge. "SOCIAL NETWORK BASED SEQUENTIAL USER INTEREST MODELING" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 4 2020 Page 968-973
MLA Miss. Vedanti R. Chavanke, Prof. Devidas S. Thosar, and Prof. Kishor N. Shedge. "SOCIAL NETWORK BASED SEQUENTIAL USER INTEREST MODELING." International Journal Of Advance Research And Innovative Ideas In Education 6.4(2020) : 968-973.
APA Miss. Vedanti R. Chavanke, Prof. Devidas S. Thosar, & Prof. Kishor N. Shedge. (2020). SOCIAL NETWORK BASED SEQUENTIAL USER INTEREST MODELING. International Journal Of Advance Research And Innovative Ideas In Education, 6(4), 968-973.
Chicago Miss. Vedanti R. Chavanke, Prof. Devidas S. Thosar, and Prof. Kishor N. Shedge. "SOCIAL NETWORK BASED SEQUENTIAL USER INTEREST MODELING." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 4 (2020) : 968-973.
Oxford Miss. Vedanti R. Chavanke, Prof. Devidas S. Thosar, and Prof. Kishor N. Shedge. 'SOCIAL NETWORK BASED SEQUENTIAL USER INTEREST MODELING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 4, 2020, p. 968-973. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/SOCIAL_NETWORK_BASED_SEQUENTIAL_USER_INTEREST_MODELING_ijariie12389.pdf (Accessed : ).
Harvard Miss. Vedanti R. Chavanke, Prof. Devidas S. Thosar, and Prof. Kishor N. Shedge. (2020) 'SOCIAL NETWORK BASED SEQUENTIAL USER INTEREST MODELING', International Journal Of Advance Research And Innovative Ideas In Education, 6(4), pp. 968-973IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/SOCIAL_NETWORK_BASED_SEQUENTIAL_USER_INTEREST_MODELING_ijariie12389.pdf (Accessed : )
IEEE Miss. Vedanti R. Chavanke, Prof. Devidas S. Thosar, and Prof. Kishor N. Shedge, "SOCIAL NETWORK BASED SEQUENTIAL USER INTEREST MODELING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 4, pp. 968-973, Jul-Aug 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/SOCIAL_NETWORK_BASED_SEQUENTIAL_USER_INTEREST_MODELING_ijariie12389.pdf [Accessed : ].
Turabian Miss. Vedanti R. Chavanke, Prof. Devidas S. Thosar, and Prof. Kishor N. Shedge. "SOCIAL NETWORK BASED SEQUENTIAL USER INTEREST MODELING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 4 ().
Vancouver Miss. Vedanti R. Chavanke, Prof. Devidas S. Thosar, and Prof. Kishor N. Shedge. SOCIAL NETWORK BASED SEQUENTIAL USER INTEREST MODELING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : ]; 6(4) : 968-973. Available from: https://ijariie.com/AdminUploadPdf/SOCIAL_NETWORK_BASED_SEQUENTIAL_USER_INTEREST_MODELING_ijariie12389.pdf
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