Predicting links and their building lime: A path-based approach

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Abstract

Predicting links and their building time in a knowledge network has been extensively studied in recent years. Most structure-based predictive methods consider structures and the time information of edges separately, which fail to characterize the correlation between them. In this paper, we propose a structure callcd the Time-Difference-Labeled Path, and a link prediction method (TDLP). Experiments show that TDLP outperforms the state-of-the-art methods. Links and Building Time Prediction.

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Li, M., Jia, Y., Wang, Y., Zhao, Z., & Cheng, X. (2016). Predicting links and their building lime: A path-based approach. In 30th AAAI Conference on Artificial Intelligence, AAAI 2016 (pp. 4228–4229). AAAI press. https://doi.org/10.1609/aaai.v30i1.9939

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