Extracting Deep Personae Social Relations in Microblog Posts

Numerous studies have been conducted to extract relationships from different documents. However, extracting relationships from microblog posts is rarely studied. In this paper, we improve a novel kernel-based learning algorithm to mine the personae social relationships from microblog posts by combin...

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Veröffentlicht in:	IEEE access 2020, Vol.8, p.5488-5501
Hauptverfasser:	Du, Yajun, Su, Fanghong, Yang, Anzheng, Li, Xianyong, Fan, Yongquan
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Convolution Data mining dependency trigram kernel Dictionaries Feature extraction Kernel Kernels knowledge graph Machine learning microblog post Microblogs Personae relation relation classification relation feature word Semantics Social networks Support vector machines Syntactics Syntax Words (language)
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