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

• Main Authors: CHIANG, Meng-Fen, LIM, Ee-Peng, LEE, Wang-Chien, PRASETYO, Philips Kokoh
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Semantics; Task analysis; Support vector machines; Robustness; Machine learning; Uncertainty; Head; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: 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
• Institution: Singapore Management University

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...