EN
A NEW METHOD FOR DETERMINING THE TRUST STATUS OF INDIVIDUALS TO EACH OTHER IN SOCIAL NETWORKS
Abstract
Social networks are a concept that has developed in recent years and have become widely used electronic environments in daily life. Social networks are modeled as graphs and problem solutions are handled graph-based. In this study, we seek to answer the questions “Does entity A trust entity B?” and “Which entity is trustworthy and which is not?” in a social network. In this study, the trust of one entity in the network towards another entity is calculated and expressed numerically. Classical trust inference algorithms eliminate paths with shortest paths, etc., which makes the found trust rate suspicious. In our method, all paths between two individuals are found and taken into account, which makes it unique. Keeping information safe from untrusted users is crucial for social network entities. The method aims to protect the privacy and confidentiality of the entities by detecting the trustworthiness of the entities. The proposed method is applied to standard social networks and the results are presented in this paper.
Keywords
References
- E. K. Köse, A. Karci, Sosyal ağlarda güvenilir ve güvenilmez bireylerin tespit edilmesi, Computer Science (Special) (2021) 341–346.
- E. Karadeniz, M. M. TEMEL, A. KARCI, Prediction of collaboration between universities of turkey, in: 2018 Interna- tional Conference on Artificial Intelligence and Data Processing (IDAP), IEEE, 2018, pp. 1–4.
- M. U. Demirci, P. Karagoz, Trust modeling in recommendation: Explicit and implicit trust model compatibility and explicit trust prediction, in: Proceedings of the 13th International Conference on Management of Digital EcoSystems, 2021, pp. 8–14.
- S. Hamdi, A. L. Gancarski, A. Bouzeghoub, S. B. Yahia, Tison: Trust inference in trust-oriented social networks, ACM Transactions on Information Systems (TOIS) 34 (3) (2016) 1–32.
- J. A. Golbeck, Computing and applying trust in web-based social networks, University of Maryland, College Park, 2005.
- C.Y. Lin, N. Cao, S. X. Liu, S. Papadimitriou, J. Sun, X. Yan, Smallblue: Social network analysis for expertise search and collective intelligence, in: 2009 IEEE 25th International Conference on Data Engineering, IEEE, 2009, pp. 1483– 1486.
- P. Massa, P. Avesani, Trust metrics on controversial users: Balancing between tyranny of the majority, International Journal on Semantic Web and Information Systems (IJSWIS) 3 (1) (2007) 39–64.
- H.K.Oh, J.W. Kim, S.W. Kim, K. Lee, A unified framework of trust prediction based on message passing, Cluster Computing 22 (2019) 2049–2061.
Details
Primary Language
English
Subjects
Computing Applications in Life Sciences
Journal Section
Research Article
Early Pub Date
June 25, 2025
Publication Date
June 27, 2025
Submission Date
June 17, 2025
Acceptance Date
June 24, 2025
Published in Issue
Year 2025 Volume: 3 Number: 1
APA
Karadeniz Köse, E., & Karci, A. (2025). A NEW METHOD FOR DETERMINING THE TRUST STATUS OF INDIVIDUALS TO EACH OTHER IN SOCIAL NETWORKS. Current Trends in Computing, 3(1), 75-88. https://doi.org/10.71074/CTC.1721800
AMA
1.Karadeniz Köse E, Karci A. A NEW METHOD FOR DETERMINING THE TRUST STATUS OF INDIVIDUALS TO EACH OTHER IN SOCIAL NETWORKS. CTC. 2025;3(1):75-88. doi:10.71074/CTC.1721800
Chicago
Karadeniz Köse, Esra, and Ali Karci. 2025. “A NEW METHOD FOR DETERMINING THE TRUST STATUS OF INDIVIDUALS TO EACH OTHER IN SOCIAL NETWORKS”. Current Trends in Computing 3 (1): 75-88. https://doi.org/10.71074/CTC.1721800.
EndNote
Karadeniz Köse E, Karci A (June 1, 2025) A NEW METHOD FOR DETERMINING THE TRUST STATUS OF INDIVIDUALS TO EACH OTHER IN SOCIAL NETWORKS. Current Trends in Computing 3 1 75–88.
IEEE
[1]E. Karadeniz Köse and A. Karci, “A NEW METHOD FOR DETERMINING THE TRUST STATUS OF INDIVIDUALS TO EACH OTHER IN SOCIAL NETWORKS”, CTC, vol. 3, no. 1, pp. 75–88, June 2025, doi: 10.71074/CTC.1721800.
ISNAD
Karadeniz Köse, Esra - Karci, Ali. “A NEW METHOD FOR DETERMINING THE TRUST STATUS OF INDIVIDUALS TO EACH OTHER IN SOCIAL NETWORKS”. Current Trends in Computing 3/1 (June 1, 2025): 75-88. https://doi.org/10.71074/CTC.1721800.
JAMA
1.Karadeniz Köse E, Karci A. A NEW METHOD FOR DETERMINING THE TRUST STATUS OF INDIVIDUALS TO EACH OTHER IN SOCIAL NETWORKS. CTC. 2025;3:75–88.
MLA
Karadeniz Köse, Esra, and Ali Karci. “A NEW METHOD FOR DETERMINING THE TRUST STATUS OF INDIVIDUALS TO EACH OTHER IN SOCIAL NETWORKS”. Current Trends in Computing, vol. 3, no. 1, June 2025, pp. 75-88, doi:10.71074/CTC.1721800.
Vancouver
1.Esra Karadeniz Köse, Ali Karci. A NEW METHOD FOR DETERMINING THE TRUST STATUS OF INDIVIDUALS TO EACH OTHER IN SOCIAL NETWORKS. CTC. 2025 Jun. 1;3(1):75-88. doi:10.71074/CTC.1721800