arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1503.03452cs.CY
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设计和实现Android应用程序(MobilitApp +),以分析巴塞罗那大都会区公民的移动模式

Design and implementation of an Android application (MobilitApp+) to analyze the mobility patterns of citizens in the Metropolitan Region of Barcelona

Sergi Casanova Fouce, Silvia Puglisi, Monica Aguilar Igartua

摘要:

在我们的项目中,我们设计了一个Android应用程序来获取巴塞罗那大都市区公民的移动数据。我们的实现一方面在后台同步获取定期位置更新,另一方面获取公民正在进行的活动类型。最终,所有这些数据都会被处理并发送到存储的服务器,以获取公民的移动模式,这可能有助于改善当前的交通基础设施。MobilitApp功能齐全且稳定,但在某些情况下可以改进结果。在未来的版本中,我们将实现机器学习技术,以获得重大改进,特别是在活动识别模块中。

英文摘要:

In our project we have designed an Android application to obtain mobility data of the citizens in the metropolitan area of Barcelona. Our implementation synchronously obtains in background on the one hand, periodic location updates and, on the other hand, the type of activity citizens are doing. At the end of the day, all this data is processed and sent to a server where are stored to obtain mobility patterns from citizens that could help to improve the current transportation infrastructure. MobilitApp is fully functional and stable although the results can be improved in some situations. In future releases we will implement machine learning technics to obtain significant improvements, especially in the activity recognition modules.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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