20.500.12556/DiRROS-22641 Strength prominence index a link prediction method in fuzzy social network Link prediction is a field within social network studies that aims to forecast future connections based on the structure of a social network. This paper introduces a link prediction method based on the strength and prominence of seed node pairs, referred to as the strength prominence index. In this method, we get a consistent score for any pair of nodes, regardless of whether they share a common neighbour. Several key characteristics have been identified. In our experiments, we used three well-known estimators to evaluate the accuracy of link prediction algorithms: precision, area under the precision-recall curve, and area under the receiver operating characteristic curve. A comparative study with existing methods is also presented, supported by relevant graphs and tables. Validation using Facebook data sets demonstrates the effectiveness of the proposed method. link prediction similarity indices fuzzy social network strength prominence (SP) index napovedovanje povezav indeksi podobnosti razpršeno socialno omrežje indeks pomembnosti (SP) true false true Springer Angleški jezik Slovenski jezik © The Author(s) Neznano 2025-06-12 04:06:00 2025-09-09 09:03:13 2025-10-24 03:51:51 0000-00-00 00:00:00 2025 0 0 Soavtorji: Sovan Samanta, A. S. Ranadive, Leo Mrsic, Antonios Kalampakas, Tofigh Allahviranloo; Nasl. z nasl. zaslona; Opis vira z dne 11. 6. 2025; str. 1-28 [art. no.]307 vol. 11 2025 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 2025-05-29 519.876:316.7 2198-6053 10.1007/s40747-025-01925-6 239073539 RAZ_Pandey_Sakshi_Dev_2025.pdf RAZ_Pandey_Sakshi_Dev_2025.pdf 1 D3B9B6726A4D4A552DCEC5CA267A8947 51c44c1532a71d4714194b055aac9f6d70536825c990a50b8886064dad65cfa6 bcf4e4a1-8d4a-11f0-9bb7-001a4af901a5 https://dirros.openscience.si/Dokument.php?lang=slv&id=34832 Rudolfovo – Znanstveno in tehnološko središče Novo mesto 0 0 0