Home // PESARO 2019, The Ninth International Conference on Performance, Safety and Robustness in Complex Systems and Applications // View article

Link Prediction in Network by a Modified Mutual Information Model

Authors:
Yuling Yang
Guangquan Cheng
Kuihua Huang
Zhong Liu

Keywords: link prediction; Mutual Information; baysian network.

Abstract:
Link prediction in a network refers to predicting the possibility of connection between two nodes. A traditional method, Local Baysian Method, based on nodes’ common neighbors, achieves high prediction accuracy as well as has low computing complexity. However, the method ignores the Mutual Information between the common neighbors. So, we take mutual information model into consideration, while the algorithm has high computing complexity. In this paper, we will modify the model and make it more efficient.

Pages: 1 to 2

Copyright: Copyright (c) IARIA, 2019

Publication date: March 24, 2019

Published in: conference

ISSN: 2308-3700

ISBN: 978-1-61208-698-9

Location: Valencia, Spain

Dates: from March 24, 2019 to March 28, 2019