2024 : 5 : 25
Alireza Abdollahpouri

Alireza Abdollahpouri

Academic rank: Associate Professor
ORCID:
Education: PhD.
ScopusId: 36132793800
Faculty: Faculty of Engineering
Address: Faculty of Engineering- Department of Computer - Room 219
Phone: -

Research

Title
A New Inter-layer Similarity metric for link prediction in multilayer networks
Type
Presentation
Keywords
Link prediction; Multilayer networks; Inter-layer similarity metric; structural information
Year
2021
Researchers Samira Rafiei ، Alireza Abdollahpouri

Abstract

In real world, some networks can be modeled as a multilayer structure. In multilayer networks, a set of nodes interact with each other in complex patterns which can involve different types of relationships (links). In these networks, the nodes are fixed in all layers, but the links in each layer are usually different. This paper, presents a new inter-layer similarity metric for predicting missing links in multilayer networks. This inter-layer similarity metric is then combined with a strong intra-layer similarity metric to enhance the performance of link prediction in multilayer networks. The proposed inter-layer similarity metric uses the structural information of other layers for predicting the links in a specific layer. Experimental results on both synthetic and real-world networks confirm the outperformance of the proposed method in terms of prediction accuracy in comparison with similar methods