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Title: :  BIG DATA OPINION ANALYSIS SYSTEM FOR SOCIAL SET
PaperId: :  4865
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-4865
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Bhagyodaya AherSVIT chincholi
Pratibha PawarSVIT chincholi
Bhavini NaikSVIT chincholi
Kishori NikamSVIT chincholi
Prof. D.S.ThosarSVIT chincholi

Abstract

computer Engineering
Big social data, Formal Models, Social Set Analysis, Big data visual Analytics, New Computational Models for Big Social Data.
Current analytical approaches in Computational Social Science can be characterized by four dominant paradigms: text analysis (information extraction and classification), social network analysis (graph theory), social complexity analysis (complex systems science),social simulations (cellular automata and agent-based modeling ). However, when it comes to organizational and societal units of analysis, there exists no approach to conceptualize, model, analyze, explain and predict social media interactions as individuals associations with ideas, values, identities, etc. To address this limitation, based on the sociology of associations and the mathematics of set theory, this paper presents a new approach to big data analytics called Social Set Analysis. Social Set Analysis consists of a generative framework for philosophies of computational social science, theory of social data, conceptual and formal models of social data, and an analytical framework for combining big social datasets with organizational and societal datasets. Three empirical studies of big social data are presented to illustrate and demonstrate Social Set Analysis in terms of fuzzy set-theoretical sentiment analysis, crisp set-theoretical interaction analysis and event-studies oriented set-theoretical visualizations. Implications for big data analytics, current limitations of the set-theoretical approach, and future directions are outlined.

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IJARIIE Bhagyodaya Aher, Pratibha Pawar, Bhavini Naik, Kishori Nikam, and Prof. D.S.Thosar. "BIG DATA OPINION ANALYSIS SYSTEM FOR SOCIAL SET" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 2 2017 Page 5602-5607
MLA Bhagyodaya Aher, Pratibha Pawar, Bhavini Naik, Kishori Nikam, and Prof. D.S.Thosar. "BIG DATA OPINION ANALYSIS SYSTEM FOR SOCIAL SET." International Journal Of Advance Research And Innovative Ideas In Education 3.2(2017) : 5602-5607.
APA Bhagyodaya Aher, Pratibha Pawar, Bhavini Naik, Kishori Nikam, & Prof. D.S.Thosar. (2017). BIG DATA OPINION ANALYSIS SYSTEM FOR SOCIAL SET. International Journal Of Advance Research And Innovative Ideas In Education, 3(2), 5602-5607.
Chicago Bhagyodaya Aher, Pratibha Pawar, Bhavini Naik, Kishori Nikam, and Prof. D.S.Thosar. "BIG DATA OPINION ANALYSIS SYSTEM FOR SOCIAL SET." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 2 (2017) : 5602-5607.
Oxford Bhagyodaya Aher, Pratibha Pawar, Bhavini Naik, Kishori Nikam, and Prof. D.S.Thosar. 'BIG DATA OPINION ANALYSIS SYSTEM FOR SOCIAL SET', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, 2017, p. 5602-5607. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/BIG_DATA_OPINION_ANALYSIS_SYSTEM_FOR_SOCIAL_SET_ijariie4865.pdf (Accessed : ).
Harvard Bhagyodaya Aher, Pratibha Pawar, Bhavini Naik, Kishori Nikam, and Prof. D.S.Thosar. (2017) 'BIG DATA OPINION ANALYSIS SYSTEM FOR SOCIAL SET', International Journal Of Advance Research And Innovative Ideas In Education, 3(2), pp. 5602-5607IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/BIG_DATA_OPINION_ANALYSIS_SYSTEM_FOR_SOCIAL_SET_ijariie4865.pdf (Accessed : )
IEEE Bhagyodaya Aher, Pratibha Pawar, Bhavini Naik, Kishori Nikam, and Prof. D.S.Thosar, "BIG DATA OPINION ANALYSIS SYSTEM FOR SOCIAL SET," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, pp. 5602-5607, Mar-App 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/BIG_DATA_OPINION_ANALYSIS_SYSTEM_FOR_SOCIAL_SET_ijariie4865.pdf [Accessed : ].
Turabian Bhagyodaya Aher, Pratibha Pawar, Bhavini Naik, Kishori Nikam, and Prof. D.S.Thosar. "BIG DATA OPINION ANALYSIS SYSTEM FOR SOCIAL SET." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 2 ().
Vancouver Bhagyodaya Aher, Pratibha Pawar, Bhavini Naik, Kishori Nikam, and Prof. D.S.Thosar. BIG DATA OPINION ANALYSIS SYSTEM FOR SOCIAL SET. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 3(2) : 5602-5607. Available from: http://ijariie.com/AdminUploadPdf/BIG_DATA_OPINION_ANALYSIS_SYSTEM_FOR_SOCIAL_SET_ijariie4865.pdf
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