Vehicle trajectory recovery on road network based on traffic camera video data

Z Lin, G Zhang, Z He, J Feng, W Wu, Y Li - Proceedings of the 29th …, 2021 - dl.acm.org
A large-scale system for obtaining fine-grained vehicle trajectories is becoming increasingly
important because it lays a solid foundation for a wide range of downstream applications …

Modeling Spatial Trajectories Using Coarse-Grained Smartphone Logs

V Gupta, S Bedathur - IEEE Transactions on Big Data, 2022 - ieeexplore.ieee.org
Every user carries their smartphones wherever they go–a crucial aspect ignored by the
current models for spatial recommendations. In detail, the current approaches learn the …

A Multi-model Fusion Model of Individual Travel Location Prediction Using Markov and Machine Learning Methods

Z FANG, Y NI, S HUANG - Geomatics and Information Science of …, 2021 - ch.whu.edu.cn
Objectives With the development of urbanization, people's travel behaviors have diversified.
An in-depth understanding of human behavior and the modeling and prediction of individual …

Modeling Time-Series and Spatial Data for Recommendations and Other Applications

V Gupta - arxiv preprint arxiv:2212.13259, 2022 - arxiv.org
With the research directions described in this thesis, we seek to address the critical
challenges in designing recommender systems that can understand the dynamics of …

融合 Markov 与多类机器学**模型的个体出行位置预测模型

方志祥, 倪雅倩, 黄守倩 - 武汉大学学报 (信息科学版), 2021 - ch.whu.edu.cn
随着城市化的发展, 人们出行的方式逐渐多样化, 对人类行为的深入理解以及对个体出行行为的
建模预测有助于解释若干复杂的社会经济现象, 且在基于位置的服务, 交通规划 …

The Role of Information Systems in Healthcare

J Ding - 2023 - search.proquest.com
Fundamental changes have been happening in healthcare organizations and delivery in
these decades, including more accessible physician information, the low-cost collection and …

TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text

F Medhat, M Mohammadi, S Jaf… - … conference on big …, 2018 - ieeexplore.ieee.org
Handling large corpuses of documents is of significant importance in many fields, no more
so than in the areas of crime investigation and defence, where an organisation may be …

Investigation on the Spatio-Temporal Mobility and Smartphone Usage of College Students

X Lai, J Zhao, L Dong, B Li, PLP Rau - International Conference on Human …, 2022 - Springer
User attributes, such as gender, age, and education background, affect users' spatio-
temporal mobility and smartphone usage. A two-week diary study was conducted among …

Secure Sharing of Private Locations through Homomorphic Bloom Filters

Y Feng, Z Lu, Q Cao - … IEEE 4th International Conference on Big …, 2018 - ieeexplore.ieee.org
Location information is becoming increasingly popular in online social networks, vehicle
networks, and online games. In this paper, we develop a distributed protocol that allows one …

: Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era

J Han, Y Ma - arxiv preprint arxiv:2101.05641, 2021 - arxiv.org
Mobile devices enable users to retrieve information at any time and any place. Considering
the occasional requirements and fragmentation usage pattern of mobile users, temporal …