Event detection and evolution in multi-lingual social streams

• Published in: Frontiers of Computer Science Vol. 14; no. 5; p. 145612
• Main Authors: LIU, Yaopeng, PENG, Hao, LI, Jianxin, SONG, Yangqiu, LI, Xiong
• Format: Journal Article
• Language: English
• Published: Beijing Higher Education Press 01.10.2020; Springer Nature B.V
• Subjects: Computer Science; Correlation analysis; Earthquakes; event detection; event evolution; Evolution; Keywords; multi-lingual anomaly detection; Multilingualism; Research Article; Semantics; stream processing; multi-lingual anomaly detection; stream processing; event detection; event evolution

Real-life events are emerging and evolving in social and news streams. Recent methods have succeeded in capturing designed features of monolingual events, but lack of interpretability and multi-lingual considerations. To this end, we propose a multi-lingual event mining model, namely MLEM, to automa...