Characterizing the activity patterns of outdoor jogging using massive multi-aspect trajectory data

Z Tian, W Yang, T Zhang, T Ai, Y Wang - Computers, Environment and …, 2022 - Elsevier
Characterizing activity pattern such as behavior preferences or habits is crucial in many
fields. However, existing studies mainly focus on the spatial-temporal dimensions of raw …

Analysis of the integration usage patterns of multiple shared mobility modes and metro system

H Bi, Z Ye, Y Zhang - Transportation Research Record, 2021 - journals.sagepub.com
Although metro systems are established in many Asian cities including Chengdu, they have
yet to cover every corner of a city. Understanding the transfer behavior of passengers can …

Passively wait for gridlock, or proactively invest in service? Strategies to promote car-to-transit switches among aspirational urbanites in rapidly developing contexts

S Chakrabarti - Transport Policy, 2022 - Elsevier
As planners and policymakers in cities around the world struggle to attract and retain public
transit users, this paper explores strategies to promote transit adoption in contexts where the …

[HTML][HTML] Clustered embedding using deep learning to analyze urban mobility based on complex transportation data

SB Cho, JY Kim - PloS one, 2021 - journals.plos.org
Urban mobility is a vital aspect of any city and often influences its physical shape as well as
its level of economic and social development. A thorough analysis of mobility patterns in …

Personalized POI embedding for successive POI recommendation with large-scale smart card data

JY Kim, KH Lim, SB Cho - … Conference on Big Data (Big Data), 2019 - ieeexplore.ieee.org
Point-of-interest (POI) recommendation can help providing better user experience, and
provide users with third-party information about restaurant or entertainment. There are …

Algorithms for Decision Making Through Customer Classification

J Vargas, N Alberto, O Arevalo - Proceedings of International Conference …, 2021 - Springer
Market segmentation has distinctive characteristics, due to the different criteria that exist for
this purpose. In the process of market segmentation, qualitative and quantitative variables …