This is the repo for my works about app usage modeling
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Data is avaliable http://fi.ee.tsinghua.edu.cn/appusage/
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Project for next app predction can be found in https://github.com/anonymous1833/DeepApp Tong Xia, Jie Feng, Hui Pan, and Yong Li. DeepApp: Predicting personalized smartphone app usage via context-aware multi-task learning. In submission to The World Wide Web Conference (WWW) 2020.
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Project for regional socio-economic levels prediction can be found in https://github.com/renxiaowo/SEL-data Yi Ren, Tong Xia, Yong Li, and Xiang Chen. Predicting socio-economic levels of urban regions via offline and online indicators. PloS one, 2019.
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Project for app usage representation learning can be found in Yue Yu*, Tong Xia*, and Yong Li. Semantic-aware spatio-temporal app usage representation via graph convolutional network. In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (UbiComp), 2020 (Major Review).