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活动回顾
Despite the substantial progress in predicting human mobility, most existing methods fail to reveal the spatiotemporal patterns under significant interventions such as COVID-19, which disrupt the routine of human mobility. To fill this gap, this paper presents a unified framework for learning human mobility in both regular and intervened scenarios through explicit modeling of the intervention and ...
Human mobility prediction is the fundamental problem in studying human social behaviors. However, current approaches overlook the dynamic physics processes inherent in the movement of human, especially in an ever-changing temporal environments. In this work, we propose a physics-informed spatial-temporal prediction network (Physics-ST) for human mobility prediction. Specifically, we employ the ass...
AbstractEnsuring the safe transportation of energy relies heavily on the timely safety inspection and pigging of energy pipelines using in-pipe inspection robots known as Smart/Intelligent PIGs. Addressing the potential risks of PIG block incidents and the limitations of excessive speed in the maintenance, real-time localization and tracking of these inspection robots has become imperative. Howeve...
AbstractHigh-resolution large-scale urban traffic speed estimation is vital for intelligent traffic management and urban planning. However, single-source data from commonly used sources like cameras, loop detectors, or onboard devices exhibit limitations due to uneven distribution and significant noise, especially in large-scale urban areas. Consequently, existing approaches relying on these singl...
Currently, the global situation of COVID-19 is aggravating, pressingly calling for efficient control and prevention measures. Understanding the spreading pattern of COVID-19 has been widely recognized as a vital step for implementing non-pharmaceutical measures. Previous studies explained the differences in contagion rates due to the urban socio-political measures, while fine-grained geographic ur...
Betting agreements, with their growing popularity in enterprises, may profoundly affect a firm's information environment. Using a sample of publicly listed firms in China from 2011 to 2021, this study explores the effect of betting agreements and stock price informativeness. We find strong evidence that betting agreements increase stock price informativeness. Two potential economic channels, n...
This paper introduces the financing purposes (FP) channel, a new channel through which uncertainty affects the effectiveness of monetary policy. Using U.S. bank-firm-loan-level data from 1990 to 2019, we examine how firms adjust FP in response to monetary policy shocks and how this response varies with the level of macroeconomic uncertainty. We find that firms demand more bank loans for investment...
As an important environmental amenity, sunlight brings us a large number of benefits and improves the quality of our daily lives, and its welfare measurement depends on concrete living conditions. The purpose of this article is to empirically document the non-marketed value of sunlight in light of the view orientation of an apartment in the context of the housing market. Using a hedonic pricing mo...
This paper examines the spatial relationship between the ambient air pollution level of an apartment and its property value in the housing market of South Korea. 下载论文著作
This article investigates the response of monetary policy to financial instability in China. We estimate a forward-looking Taylor rule model with a constructed comprehensive financial stress index using the time-varying coefficient method. Empirical results suggest that financial stability has always been a main concern for China’s monetary authorities even in periods with low financial pressure....
The coronavirus disease 2019 (COVID-19) pandemic has caused huge losses and massive damage to socio-economic development around the globe, which might even potentially evolve into a humanitarian crisis as it continues to spread. In response to the further resulting public threats, collaborative research, rapid production, and efficient and just distribution of vaccines have been given a top priori...
This paper tests the asymmetry in government spending multipliers using the panel data in the US postwar states. Empirical results show that output and employment rate respond asymmetrically to military procurement spending shocks with different signs and magnitudes. Our findings suggest that expansionary multipliers are much larger than contractionary multipliers, and that small-scale spending sh...
