8 papers
Towards welfare-oriented recommendations in activity-travel behavior
Ekin Ugurel, Takahiro Yabe
While mainstream recommender systems (RS) rely on diverse heuristics to rank alternatives, they generally lack a principled account of user welfare (i.e., whether accepting the rec…
Exploring Sidewalk Sheds in New York City through Chatbot Surveys and Human Computer Interaction
Junyi Li, Zhaoxi Zhang, Tamir Mendel +1
Sidewalk sheds are a common feature of the streetscape in New York City, reflecting ongoing construction and maintenance activities. However, policymakers and local business owners…
Correcting temporal bias in mobility data using time-use surveys
Sarah A. Sanchez, Hamish Gibbs, Takahiro Yabe +2
GPS mobility data is a valuable source of behavioral measurement which is subject to systematic biases including the over- or under-representation of demographic groups, and variat…
Causal spillover effects of electric vehicle charging station placement on local businesses: a staggered adoption study
M. Mavin De Silva, Callie Clark, Tadachika Nakayama +1
Understanding the economic impacts of the placement of electric vehicle charging stations (EVCSs) is crucial for planning infrastructure systems that benefit the broader community.…
Abstain Mask Retain Core: Time Series Prediction by Adaptive Masking Loss with Representation Consistency
Renzhao Liang, Sizhe Xu, Chenggang Xie +4
Time series forecasting plays a pivotal role in critical domains such as energy management and financial markets. Although deep learning-based approaches (e.g., MLP, RNN, Transform…
Social homophily predicts evacuation destination choice and long-term displacement decisions after the Marshall Fire
Vaidehi Raipat, Takahiro Yabe
Rapid urbanization and climate change have contributed to a significant rise in the frequency and intensity of disasters, which have resulted in three million adults being displace…