Context-aware event forecasting via graph disentanglement

• Main Authors: MA, Yunshan, YE, Chenchen, WU, Zijian, WANG, Xiang, CAO, Yixin, CHUA, Tat-Seng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: temporal event forecasting; temporal knowledge graph; graph neural network; graph disentanglement; Computer Sciences; Digital Communications and Networking
• Online Access: https://ink.library.smu.edu.sg/sis_research/8289; https://ink.library.smu.edu.sg/context/sis_research/article/9292/viewcontent/2308.06480.pdf
• Institution: Singapore Management University

Event forecasting has been a demanding and challenging task throughout the entire human history. It plays a pivotal role in crisis alarming and disaster prevention in various aspects of the whole society. The task of event forecasting aims to model the relational and temporal patterns based on histo...