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Title: :  MATHEMATICS OF SOCIAL NETWORKS: ANALYZING REAL- WORLD SOCIAL NETWORK DATA AND APPLYING GRAPH THEORY
PaperId: :  21090
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 4 2023
DUI:    16.0415/IJARIIE-21090
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Aviral Poddar Jain International Residential School

Abstract

SOCIAL NETWORKS
mathematics, social networks, real-world data, graph theory, social network analysis.
Background: Social networks have become an integral part of our modern lives, connecting people, fostering communication, and shaping social interactions on a global scale. By representing social networks as graphs and utilizing mathematical concepts and algorithms, hidden patterns, identify influential individuals, and simulate dynamic processes within these networks can be unravelled. The applications of social network analysis span multiple fields, including sociology, epidemiology, and computer science, where it aids in understanding social influence, disease spread, and user behaviours. Objective: The objective of this article is to explore the analysis of real-world social network data using graph theory and highlight its applications in sociology, epidemiology, and computer science. Research Question: How does graph theory-based analysis of real-world social network data contribute to our understanding of social dynamics in various domains such as sociology, epidemiology, and computer science? Research Methodology: The research methodology for this article involves reviewing and analyzing existing literature on social network analysis, graph theory, and the mathematics of social networks. The article utilizes citations and references to support the presented information and discuss the applications of graph theory in social network analysis. The methodology also involves synthesizing the information to provide a comprehensive overview of the topic and fulfil the article's objective. Conclusion: In conclusion, the integration of mathematics and graph theory in the analysis of real-world social network data offers a robust framework that unveils valuable insights. The application of social network analysis has proven to be indispensable in numerous disciplines, including sociology, epidemiology, and computer science, fostering a profound comprehension of social influence, disease propagation, and user behaviors.

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IJARIIE Aviral Poddar . "MATHEMATICS OF SOCIAL NETWORKS: ANALYZING REAL- WORLD SOCIAL NETWORK DATA AND APPLYING GRAPH THEORY" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 4 2023 Page 516-528
MLA Aviral Poddar . "MATHEMATICS OF SOCIAL NETWORKS: ANALYZING REAL- WORLD SOCIAL NETWORK DATA AND APPLYING GRAPH THEORY." International Journal Of Advance Research And Innovative Ideas In Education 9.4(2023) : 516-528.
APA Aviral Poddar . (2023). MATHEMATICS OF SOCIAL NETWORKS: ANALYZING REAL- WORLD SOCIAL NETWORK DATA AND APPLYING GRAPH THEORY. International Journal Of Advance Research And Innovative Ideas In Education, 9(4), 516-528.
Chicago Aviral Poddar . "MATHEMATICS OF SOCIAL NETWORKS: ANALYZING REAL- WORLD SOCIAL NETWORK DATA AND APPLYING GRAPH THEORY." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 4 (2023) : 516-528.
Oxford Aviral Poddar . 'MATHEMATICS OF SOCIAL NETWORKS: ANALYZING REAL- WORLD SOCIAL NETWORK DATA AND APPLYING GRAPH THEORY', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 4, 2023, p. 516-528. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/MATHEMATICS_OF_SOCIAL_NETWORKS__ANALYZING_REAL__WORLD_SOCIAL_NETWORK_DATA_AND_APPLYING_GRAPH__THEORY_ijariie21090.pdf (Accessed : ).
Harvard Aviral Poddar . (2023) 'MATHEMATICS OF SOCIAL NETWORKS: ANALYZING REAL- WORLD SOCIAL NETWORK DATA AND APPLYING GRAPH THEORY', International Journal Of Advance Research And Innovative Ideas In Education, 9(4), pp. 516-528IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/MATHEMATICS_OF_SOCIAL_NETWORKS__ANALYZING_REAL__WORLD_SOCIAL_NETWORK_DATA_AND_APPLYING_GRAPH__THEORY_ijariie21090.pdf (Accessed : )
IEEE Aviral Poddar , "MATHEMATICS OF SOCIAL NETWORKS: ANALYZING REAL- WORLD SOCIAL NETWORK DATA AND APPLYING GRAPH THEORY," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 4, pp. 516-528, Jul-Aug 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/MATHEMATICS_OF_SOCIAL_NETWORKS__ANALYZING_REAL__WORLD_SOCIAL_NETWORK_DATA_AND_APPLYING_GRAPH__THEORY_ijariie21090.pdf [Accessed : ].
Turabian Aviral Poddar . "MATHEMATICS OF SOCIAL NETWORKS: ANALYZING REAL- WORLD SOCIAL NETWORK DATA AND APPLYING GRAPH THEORY." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 4 ().
Vancouver Aviral Poddar . MATHEMATICS OF SOCIAL NETWORKS: ANALYZING REAL- WORLD SOCIAL NETWORK DATA AND APPLYING GRAPH THEORY. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(4) : 516-528. Available from: https://ijariie.com/AdminUploadPdf/MATHEMATICS_OF_SOCIAL_NETWORKS__ANALYZING_REAL__WORLD_SOCIAL_NETWORK_DATA_AND_APPLYING_GRAPH__THEORY_ijariie21090.pdf
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