Crowdsourced data mining for urban activity: Review of data sources, applications, and methods
The penetration of devices integrated with location-based services and internet services has
generated massive data about the everyday life of citizens and tracked their activities …
generated massive data about the everyday life of citizens and tracked their activities …
Visualizing and exploring POI configurations of urban regions on POI-type semantic space
POI configuration of a region indicates a combination of POI counts on various types inside
the region. Exploring POI configurations of urban regions facilitates to understand their …
the region. Exploring POI configurations of urban regions facilitates to understand their …
A framework for extracting urban functional regions based on multiprototype word embeddings using points-of-interest data
Many studies are in an effort to explore urban spatial structure, and urban functional regions
have become the subject of increasing attention among planners, engineers and public …
have become the subject of increasing attention among planners, engineers and public …
[PDF][PDF] 基于位置大数据的青藏高原人类活动时空模式
许珺， 徐阳， 胡蕾， 王振波 - ACTA GEOGRAPHICA SINICA, 2020 - researching.cn
随着青藏高原城镇化和旅游的发展, 人类活动强度不断加剧, 有必要对青藏高原不同类型的人类
活动时空模式进行研究, 以便了解不同区域人类活动对自然环境的影响以及更好地采取生态环境 …
活动时空模式进行研究, 以便了解不同区域人类活动对自然环境的影响以及更好地采取生态环境 …
Recognizing urban functional zones by a hierarchical fusion method considering landscape features and human activities
H Liu, Y Xu, J Tang, M Deng, J Huang… - Transactions in …, 2020 - Wiley Online Library
Functional zones are basic spatial units of urban management and urban planning and they
provide the basic space where human activities occur. The concept of urban functional …
provide the basic space where human activities occur. The concept of urban functional …
A framework for mixed-use decomposition based on temporal activity signatures extracted from big geo-data
Mixed use has been extensively applied as an urban planning principle and hinders the
study of single urban functions. To address this problem, it is worth decomposing the mixed …
study of single urban functions. To address this problem, it is worth decomposing the mixed …
Classification of urban functional areas from remote sensing images and time-series user behavior data
Urbanization is accelerating at a rapid rate, which has introduced many challenges,
especially in the field of urban planning. Under the backdrop of global urbanization, some …
especially in the field of urban planning. Under the backdrop of global urbanization, some …
Rethinking the identification of urban centers from the perspective of function distribution: A framework based on point-of-interest data
L Yu, T Yu, Y Wu, G Wu - Sustainability, 2020 - mdpi.com
Urban spatial structure has a significant impact on the sustainable development of cities. An
important step of urban spatial structure analysis is the identification of urban centers. From …
important step of urban spatial structure analysis is the identification of urban centers. From …
Prediction of intra-urban human mobility by integrating regional functions and trip intentions
S Shi, L Wang, S Xu, X Wang - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Understanding intra-urban human mobility patterns and their potential driving forces are vital
to city planning and commercial site selection. In this paper, we first investigate the functions …
to city planning and commercial site selection. In this paper, we first investigate the functions …
Profiling rapid urban transformation through urban mobility data in Shenzhen
This chapter discusses the use of automatically collected human mobility data for urban
studies. Urban mobility data has been widely used in urban studies, taking advantage of its …
studies. Urban mobility data has been widely used in urban studies, taking advantage of its …