CO2Vec: Embeddings of co-ordered networks based on mutual reinforcement

• Main Authors: CHIANG, Meng-Fen, LIM, Ee-Peng, LEE, Wang-Chien, PRASETYO, Philips Kokoh
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2020
• 主題: Semantics; Task analysis; Support vector machines; Robustness; Machine learning; Uncertainty; Head; Databases and Information Systems; Numerical Analysis and Scientific Computing
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/5941; https://ink.library.smu.edu.sg/context/sis_research/article/6944/viewcontent/2020_DSAA_CO2Vec_Embeddings_of_Co_Ordered_Networks_Based_on_Mutual_Reinforcement.pdf

We study the problem of representation learning for multiple types of entities in a co-ordered network where order relations exist among entities of the same type, and association relations exist across entities of different types. The key challenge in learning co-ordered network embedding is to pre...