Build emotion lexicon from microblogs by combining effects of seed words and emoticons in a heterogeneous graph

• Main Authors: SONG, Kaisong, FENG, Shi, GAO, Wei, WANG, Daling, CHEN, Ling, ZHANG, Chengqi
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2014
• Subjects: Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/4576; https://ink.library.smu.edu.sg/context/sis_research/article/5579/viewcontent/p283_song.pdf
• Institution: Singapore Management University

As an indispensable resource for emotion analysis, emotion lexicons have attracted increasing attention in recent years. Most existing methods focus on capturing the single emotional effect of words rather than the emotion distributions which are helpful to model multiple complex emotions in a subje...