Developing Multi-Labelled Corpus of Twitter Short Texts: A Semi-Automatic Method

• Published in: Systems (Basel) Vol. 11; no. 8; p. 390
• Main Authors: Liu, Xuan, Zhou, Guohui, Kong, Minghui, Yin, Zhengtong, Li, Xiaolu, Yin, Lirong, Zheng, Wenfeng
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.08.2023
• Subjects: Algorithms; annotation; Annotations; Classification; Construction; Data mining; Dictionaries; Electronic documents; emotion; Emotions; Labels; Machine learning; Marking; Methods; multi-labelled; Online social networks; Semantics; Sentences; Sentiment analysis; sentiment corpus; Social networks; Texts; Training; Twitter corpus; Words (language); China

Facing fast-increasing electronic documents in the Digital Media Age, the need to extract textual features of online texts for better communication is growing. Sentiment classification might be the key method to catch emotions of online communication, and developing corpora with annotation of emotio...