Network Evolution by Relevance and Importance Preferential Attachment
RENSSELAER POLYTECHNIC INST TROY NY
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Relevance and importance are the two main factors when people find or build network connections. We propose an improved preferential attachment PA algorithm to take in consideration the relevance between vertices of the network measured by a given metric. We analyze the universal properties of the network class generalized by this algorithm and investigate two typical cases scientific citation and between-city transportation. This is a brief report of our research progress.
- Operations Research