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physics.soc-ph2025
Learning-based Link Prediction Methods Integrating Network Topological Features and Embedding Representations
Zi-Xuan Jin, Jun-Fan Yi, Ke-Ke Shang
Link prediction, as a frontier task in complex network topology analysis, aims to infer the existence of latent links between node pairs based on observed nodes and structural info…
physics.soc-ph2025
Economy and Geography Shape the Collective Attention of Cities
Ke-ke Shang, Jiangli Zhu, Junfan Yi +5
Complex networks are commonly used to explore human behavior. However, previous studies largely overlooked the geographical and economic factors embedded in collective attention. T…