VSE knjižnice (vzajemna bibliografsko-kataložna baza podatkov COBIB.SI)
-
Strength prominence index [Elektronski vir] : a link prediction method in fuzzy social networkPandey, Sakshi Dev ...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.Vir: Complex & intelligent systems [Elektronski vir]. - ISSN 2198-6053 (vol. 11, [art. no.]307, 2025, str. 1-28)Vrsta gradiva - e-članek ; neleposlovje za odrasleLeto - 2025Jezik - angleškiCOBISS.SI-ID - 239073539
Digitalne vsebine: dCOBISS
Vir: Osebne bibliografije
in: SICRIS
