Jinning Li, Qiang Zhang, Jiayi Xu, Xiaofeng Gao, Guihai Chen. Emo2Pop: Topic Popularity Prediction with Emotion Intensity Time Series. Submission to PPSN, 2019.
[Website][Arxiv]Tianxiang Gao, Weiming Bao, Jinning Li, Xiaofeng Gao, Boyuan Kong, Yan Tang, Guihai Chen, Xuan Li. DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity. Submission to DASFAA, 2018.
Designing a universal scheme analyzing event popularity on Weibo and Baidu platform. It contains a semantic-aware popularity model and a TextRank algorithm with a word selection process. Then using a efficient time alignment model to interpret and predict event popularity trends.
Extraction, classification and Analysis of a enormous dataset on the official accounts of WeChat platform. Using statistics, network, and machine learning algorithms.