Incorporating multimodal context information into traffic speed forecasting through graph deep learning

Y Zhang, T Zhao, S Gao, M Raubal - International Journal of …, 2023 - Taylor & Francis
Accurate traffic speed forecasting is a prerequisite for anticipating future traffic status and
increasing the resilience of intelligent transportation systems. However, most studies ignore …

[HTML][HTML] Context-aware multi-head self-attentional neural network model for next location prediction

Y Hong, Y Zhang, K Schindler, M Raubal - Transportation Research Part C …, 2023 - Elsevier
Accurate activity location prediction is a crucial component of many mobility applications and
is particularly required to develop personalized, sustainable transportation systems. Despite …

The Synergy Between Remote Sensing and Social Sensing in Urban Studies: Review and perspectives

X Xing, B Yu, C Kang, B Huang… - IEEE Geoscience and …, 2024 - ieeexplore.ieee.org
Urban studies require a rich set of information sources and techniques that enable a
comprehensive depiction of urban environments. Remote sensing captures physical …

Towards Semantic Smart Cities: A Study on the Conceptualization and Implementation of Semantic Context Inference Systems

J Lee, JS Song - Sensors, 2023 - mdpi.com
Smart cities provide integrated management and operation of urban data emerging within a
city, supplying the infrastructure for smart city services and resolving various urban …

Computational Methods for Sustainable Mobility-Interpretation and Prediction of Tracking Data using Graphs and Machine Learning

H Martin - 2023 - research-collection.ethz.ch
Many of today's urgent challenges, such as greenhouse gas emissions and climate change,
air quality and health, or traffic and congestion, are closely linked to the movement of people …

CURRENT SITUATION OF CONSUMPTION CHARACTERISTICS OF THAI DURIAN PRODUCTS ON JD. COM PLATFORM IN CHINA

L Pan, B Panichakarn - Journal of Research Administration, 2023 - journalra.org
This paper takes consumers' comments from JD. COM as data to observe the consumption
characteristics of Thai Durian in the Chinese market. Based on the Emotion Classification …