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A high-precision heuristic model to detect home and work locations from smart card data 被引量:4
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作者 Nilufer Sari Aslam Tao Cheng James Cheshire 《Geo-Spatial Information Science》 SCIE CSCD 2019年第1期1-11,共11页
Smart card-automated fare collection systems now routinely record large volumes of data comprising the origins and destinations of travelers.Processing and analyzing these data open new opportunities in urban modeling... Smart card-automated fare collection systems now routinely record large volumes of data comprising the origins and destinations of travelers.Processing and analyzing these data open new opportunities in urban modeling and travel behavior research.This study seeks to develop an accurate framework for the study of urban mobility from smart card data by developing a heuristic primary location model to identify the home and work locations.The model uses journey counts as an indicator of usage regularity,visit-frequency to identify activity locations for regular commuters,and stay-time for the classification of work and home locations and activities.London is taken as a case study,and the model results were validated against survey data from the London Travel Demand Survey and volunteer survey.Results demonstrate that the proposed model is able to detect meaningful home and work places with high precision.This study offers a new and cost-effective approach to travel behavior and demand research. 展开更多
关键词 Smart card data activity location modeling heuristic primary location model home and work locations human mobility pattern urban activity pattern
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An Approach to Locating Delayed Activities in Software Processes
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作者 Yun-Zhi Jin Hua Zhou +2 位作者 Hong-Ji Yang Si-Jing Zhang Ji-Dong Ge 《International Journal of Automation and computing》 EI CSCD 2018年第1期115-124,共10页
Activity is now playing a vital role in software processes. To ensure the high-level efficiency of software processes, a key point is to locate those activities that own bigger resource occupation probabilities with r... Activity is now playing a vital role in software processes. To ensure the high-level efficiency of software processes, a key point is to locate those activities that own bigger resource occupation probabilities with respect to average execution time, called delayed activities, and then improve them. To this end, we firstly propose an approach to locating delayed activities in software processes. Furthermore, we present a case study, which exhibits the high-level efficiency of the approach, to concretely illustrate this new solution. Some beneficial analysis and reasonable modification are developed in the end. 展开更多
关键词 Locating of the delayed activities software process stochastic Petri-nets Markov random fields metrics.
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