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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2018.1
- 수록면
- 147 - 161 (15page)
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초록· 키워드
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Bicycle-Sharing Systems (BSS) are growing quickly in popularity all over the world. In this article, we propose a method based on Nonnegative Matrix Factorization to study the typical temporal patterns of usage of the BSS of Lyon, France, by studying logs of rentals. First, we show how this approach allows us to understand the spatial and temporal usage of the system. Second, we show how we can track the evolution of these temporal patterns over several years, and how this information can be used to better understand the BSS, but also changes in the city itself, by considering the stations as social sensors.
목차
등록된 정보가 없습니다.
참고문헌 (19)
참고문헌 신청
Bartlett, M. S. / 2002 / Face recognition by independent component analysis / IEEE Transactions on Neural Networks 13(6):1450~1464
Etienne, C. / 2014 / Model-based count series clustering for bike sharing system usage mining : A case study with the vélib’ system of Paris / ACM Transactions on Intelligent Systems and Technology(TIST) 5(3):39
Froehlich, J. / 2009 / Sensing and predicting the pulse of the city through shared bicycling. (vol. 9) / IJCAI :1420~1426
Févotte, C. / 2011 / Algorithms for nonnegative matrix factorization with the β-divergence / Neural Computation 23(9):2421~2456
Golder, S. A. / 2007 / Rhythms of social interaction: Messaging within a massive online network / Communities and technologies 2007 :41~66
Etienne, C. / 2014 / Model-based count series clustering for bike sharing system usage mining : A case study with the vélib’ system of Paris / ACM Transactions on Intelligent Systems and Technology(TIST) 5(3):39
Froehlich, J. / 2009 / Sensing and predicting the pulse of the city through shared bicycling. (vol. 9) / IJCAI :1420~1426
Févotte, C. / 2011 / Algorithms for nonnegative matrix factorization with the β-divergence / Neural Computation 23(9):2421~2456
Golder, S. A. / 2007 / Rhythms of social interaction: Messaging within a massive online network / Communities and technologies 2007 :41~66
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