Context Integrated Relational Spatio-Temporal Resource Forecasting

2021 IEEE International Conference on Big Data (Big Data)(2021)

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摘要
Traditional resource (demand or supply) forecasting models mainly focus on modeling temporal dependency. However, spatio-temporal data include complex non-linear relational and spatial dependencies. In addition, dynamic contextual information also impacts resources. Methods that consider context assume that the impact of context on resources is fixed, which is not realistic. For example, in a bicy...
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关键词
Social networking (online),Time series analysis,Predictive models,Big Data,Dynamic scheduling,Graph neural networks,Data models
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