Bin Meng
Biographic Data
| ID | 3912958 |
|---|---|
| NAME | Bin Meng |
| GIVEN NAMES | Bin |
| FAMILY NAME | Meng |
| SIGNATURE | BIN MENG |
| AFFILIATIONS | Beijing Union University |
| ORCID | 0000-0002-1605-4826 |
| VERIFIED | Yes |
| TOTAL WORKS | 22 |
| TOTAL CITATIONS | 13 |
| AUTHOR COUNT | 22 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2004 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 3 |
Spatial heterogeneities of heat waves’ impact on emotions and their causal factors based on multi-source geographic big data-a case study in Beijing city
Frequent and severe heat waves have posed significant threats to residents' emotional well-being. Traditional questionnaire survey data struggled to obtain timely, large-scale emotional responses to heat waves. This study employed multi-source geographic big data to explore spatial heterogeneities in the impacts of heat waves on emotions and to investigate their potential causal factors. Firstly, social media Weibo data were employed to extract f…
Data-driven residential community insight for scenario-based delicacy management in megacities
Multifractal characteristics of functional urban polycentric structure from the static and dynamic perspective using POI and Taxi Trajectory Data
Digital pulse of inclusion
Impact of black carbon exposure on length of hospital stay in asthma patients
Short-term BC exposure was significantly associated with extend asthma hospitalization duration, with critical exposure windows at lag9 and pronounced vulnerability in children and middle-aged adults during non-pollen seasons. These findings provide quantitative evidence supporting BC-specific emission controls in air quality policies and highlight the need for targeted protection of vulnerable populations, particularly in high-population regions
Agricultural land system transition based on resilience and vitality
Spatial co-location patterns between early Covid-19 risk and urban facilities
Introduction: COVID-19, being a new type of infectious disease, holds significant implications for scientific prevention and control to understand its spatiotemporal transmission process. This study examines the diverse spatial patterns of COVID-19 within Wuhan by analyzing early case data alongside urban infrastructure information. Methods: Through co-location analysis, we assess both local and global spatial risks linked to the epidemic. In add…
Assessing spatial configuration of barrier-free facilities from the perspective of age-friendliness
Unveiling the population heterogeneity in time-money trade-offs
Exploring Public Transportation Supply–Demand Structure of Beijing from the Perspective of Spatial Interaction Network
A comprehensive understanding of the relationship between public transportation supply and demand is crucial for the construction and sustainable development of urban transportation. Due to the spatial and networked nature of public transportation, revealing the spatial configuration and structural disparities between public transportation supply and demand networks (TSN and TDN) can provide significant insights into complex urban systems. In thi…
Tourism value assessment of linear cultural heritage
Linear cultural heritage (LCH) is a precious treasure of human beings, but its spatial distribution and development modes in the context of tourism value are not clear. This study constructs the resource (R) –natural environment (N) –industrial economy (I) evaluation system through the Delphi method, analytical hierarchy process and entropy method to examine tourism value from the perspective of the whole heritage. This system is verified to the …
Progressive flowchart development scaffolding to improve university students’ computational thinking and programming self-efficacy
As one of the core skills of the 21st century, computational thinking has received increasing attention from educators and researchers. Although some research has been conducted on computational thinking, few studies examined the impact of learning activities on students’ computation thinking skills from the perspective of cognitive development. Based on the theory of scaffolding instruction, a progressive thinking training approach with flowchar…
Default Feature Selection in Credit Risk Modeling
This paper aims to design a novel AFCM-SMOTENC-APRIORI model to mine the default feature attributes of small enterprises. It can overcome the problem that the data characteristics of “small defaulting small enterprises and large non-defaulting small enterprises” make it difficult to mine the defaulting feature attributes of existing small enterprises. We used 1,231 small enterprise credit data from a city commercial bank in China to make an empir…
Impact of R&D on Firm Performance
This study investigates how R&D affects firm performance and examines whether and how state ownership moderates the R&D–firm performance nexus. Moreover, this study investigates whether and how product market competition moderates the association between R&D and performance across the different natures of firms. Employing a sample of Chinese listed firms from 2000 to 2020, the study performs estimations by applying pooled ordinary least squares r…
Perception in cultural heritage tourism
Based on two on-site questionnaire surveys in the Beijing-Hangzhou Grand Canal, this study identifies the constructs of tourists’ perception by exploratory factor analysis, and proposes a relationship model. Then the complex relationships are explored by structural equation modelling. The results suggest heritage attraction and cultural experience positively affect tourists’ attitude towards heritage protection, while cultural experience, service…
A multi-activity view of intra-urban travel networks
Urban structure is a vital aspect that profoundly influences the livability and sustainability of cities. Although extensive explorations have conducted on urban structure from the perspective of human mobility, there remains a gap in understanding urban travel networks (UTNs) and spatial structures from a multi-activity perspective. In this study, we first inferred the locations and types of daily activity for over four million Beijing residents…
Spatial Distribution of Urban Parks’ Effect on Air Pollution-Related Health and the Associated Factors in Beijing City
Urban parks play an essential role in mitigating the effects of air pollution on human health in a healthy city construction process. However, due to the data limitations, little is known about the spatial distribution of real-time expressed air pollution-related health (APRH) across different urban parks and the contribution of the associated factors. To fill this research gap, this research was conducted based on social media Weibo data (Chines…
Quantifying spatial disparities and influencing factors of home, work, and activity space separation in Beijing
Exploring the Spatiotemporal Patterns of Residents’ Daily Activities Using Text-Based Social Media Data
The use of social media data provided powerful data support to reveal the spatiotemporal characteristics and mechanisms of human activity, as it integrated rich spatiotemporal and textual semantic information. However, previous research has not fully utilized its semantic and spatiotemporal information, due to its technical and algorithmic limitations. The efficiency of the deep mining of textual semantic resources was also low. In this research,…
Perceiving Residents’ Festival Activities Based on Social Media Data
Social media data contains real-time expressed information, including text and geographical location. As a new data source for crowd behavior research in the era of big data, it can reflect some aspects of the behavior of residents. In this study, a text classification model based on the BERT and Transformers framework was constructed, which was used to classify and extract more than 210,000 residents’ festival activities based on the 1.13 millio…
Leader–member exchange mediates the relationship between workplace fun and employee creativity
Although previous researchers have explored positive outcomes of workplace fun, the workplace fun–employee creativity relationship has received little attention. We investigated the link between workplace fun and employee creativity, and the mediating effect of leader–member exchange (LMX) on this relationship. Participants comprised 226 subordinates and 45 supervisors from Chinese stateowned companies. We employed structural equation modeling an…
Exploratory spatial data analysis for the identification of risk factors to birth defects
The fact that there were two typical hotspot clustering phenomena provides evidence that the risk for neural-tube birth defect exists on two different scales (a socioeconomic scale at 6.84 km and a soil type scale at 22.8 km) for the area studied. Although our study has limited spatial exploratory data for the analysis of the neural-tube birth defect occurrence ratio and for finding clues to risk factors, this result provides effective clues for …
Quantifying spatial disparities and influencing factors of home, work, and activity space separation in Beijing
Perception in cultural heritage tourism
Based on two on-site questionnaire surveys in the Beijing-Hangzhou Grand Canal, this study identifies the constructs of tourists’ perception by exploratory factor analysis, and proposes a relationship model. Then the complex relationships are explored by structural equation modelling. The results suggest heritage attraction and cultural experience positively affect tourists’ attitude towards heritage protection, while cultural experience, service…
A multi-activity view of intra-urban travel networks
Urban structure is a vital aspect that profoundly influences the livability and sustainability of cities. Although extensive explorations have conducted on urban structure from the perspective of human mobility, there remains a gap in understanding urban travel networks (UTNs) and spatial structures from a multi-activity perspective. In this study, we first inferred the locations and types of daily activity for over four million Beijing residents…
Exploratory spatial data analysis for the identification of risk factors to birth defects
The fact that there were two typical hotspot clustering phenomena provides evidence that the risk for neural-tube birth defect exists on two different scales (a socioeconomic scale at 6.84 km and a soil type scale at 22.8 km) for the area studied. Although our study has limited spatial exploratory data for the analysis of the neural-tube birth defect occurrence ratio and for finding clues to risk factors, this result provides effective clues for …
Exploring the Spatiotemporal Patterns of Residents’ Daily Activities Using Text-Based Social Media Data
The use of social media data provided powerful data support to reveal the spatiotemporal characteristics and mechanisms of human activity, as it integrated rich spatiotemporal and textual semantic information. However, previous research has not fully utilized its semantic and spatiotemporal information, due to its technical and algorithmic limitations. The efficiency of the deep mining of textual semantic resources was also low. In this research,…
Perceiving Residents’ Festival Activities Based on Social Media Data
Social media data contains real-time expressed information, including text and geographical location. As a new data source for crowd behavior research in the era of big data, it can reflect some aspects of the behavior of residents. In this study, a text classification model based on the BERT and Transformers framework was constructed, which was used to classify and extract more than 210,000 residents’ festival activities based on the 1.13 millio…
Leader–member exchange mediates the relationship between workplace fun and employee creativity
Although previous researchers have explored positive outcomes of workplace fun, the workplace fun–employee creativity relationship has received little attention. We investigated the link between workplace fun and employee creativity, and the mediating effect of leader–member exchange (LMX) on this relationship. Participants comprised 226 subordinates and 45 supervisors from Chinese stateowned companies. We employed structural equation modeling an…
Spatial Distribution of Urban Parks’ Effect on Air Pollution-Related Health and the Associated Factors in Beijing City
Urban parks play an essential role in mitigating the effects of air pollution on human health in a healthy city construction process. However, due to the data limitations, little is known about the spatial distribution of real-time expressed air pollution-related health (APRH) across different urban parks and the contribution of the associated factors. To fill this research gap, this research was conducted based on social media Weibo data (Chines…
Quantifying spatial disparities and influencing factors of home, work, and activity space separation in Beijing
Exploring Public Transportation Supply–Demand Structure of Beijing from the Perspective of Spatial Interaction Network
A comprehensive understanding of the relationship between public transportation supply and demand is crucial for the construction and sustainable development of urban transportation. Due to the spatial and networked nature of public transportation, revealing the spatial configuration and structural disparities between public transportation supply and demand networks (TSN and TDN) can provide significant insights into complex urban systems. In thi…
Tourism value assessment of linear cultural heritage
Linear cultural heritage (LCH) is a precious treasure of human beings, but its spatial distribution and development modes in the context of tourism value are not clear. This study constructs the resource (R) –natural environment (N) –industrial economy (I) evaluation system through the Delphi method, analytical hierarchy process and entropy method to examine tourism value from the perspective of the whole heritage. This system is verified to the …
Progressive flowchart development scaffolding to improve university students’ computational thinking and programming self-efficacy
As one of the core skills of the 21st century, computational thinking has received increasing attention from educators and researchers. Although some research has been conducted on computational thinking, few studies examined the impact of learning activities on students’ computation thinking skills from the perspective of cognitive development. Based on the theory of scaffolding instruction, a progressive thinking training approach with flowchar…
Default Feature Selection in Credit Risk Modeling
This paper aims to design a novel AFCM-SMOTENC-APRIORI model to mine the default feature attributes of small enterprises. It can overcome the problem that the data characteristics of “small defaulting small enterprises and large non-defaulting small enterprises” make it difficult to mine the defaulting feature attributes of existing small enterprises. We used 1,231 small enterprise credit data from a city commercial bank in China to make an empir…
Impact of R&D on Firm Performance
This study investigates how R&D affects firm performance and examines whether and how state ownership moderates the R&D–firm performance nexus. Moreover, this study investigates whether and how product market competition moderates the association between R&D and performance across the different natures of firms. Employing a sample of Chinese listed firms from 2000 to 2020, the study performs estimations by applying pooled ordinary least squares r…
Perception in cultural heritage tourism
Based on two on-site questionnaire surveys in the Beijing-Hangzhou Grand Canal, this study identifies the constructs of tourists’ perception by exploratory factor analysis, and proposes a relationship model. Then the complex relationships are explored by structural equation modelling. The results suggest heritage attraction and cultural experience positively affect tourists’ attitude towards heritage protection, while cultural experience, service…
A multi-activity view of intra-urban travel networks
Urban structure is a vital aspect that profoundly influences the livability and sustainability of cities. Although extensive explorations have conducted on urban structure from the perspective of human mobility, there remains a gap in understanding urban travel networks (UTNs) and spatial structures from a multi-activity perspective. In this study, we first inferred the locations and types of daily activity for over four million Beijing residents…
Spatial co-location patterns between early Covid-19 risk and urban facilities
Introduction: COVID-19, being a new type of infectious disease, holds significant implications for scientific prevention and control to understand its spatiotemporal transmission process. This study examines the diverse spatial patterns of COVID-19 within Wuhan by analyzing early case data alongside urban infrastructure information. Methods: Through co-location analysis, we assess both local and global spatial risks linked to the epidemic. In add…
Assessing spatial configuration of barrier-free facilities from the perspective of age-friendliness
Unveiling the population heterogeneity in time-money trade-offs
Impact of black carbon exposure on length of hospital stay in asthma patients
Short-term BC exposure was significantly associated with extend asthma hospitalization duration, with critical exposure windows at lag9 and pronounced vulnerability in children and middle-aged adults during non-pollen seasons. These findings provide quantitative evidence supporting BC-specific emission controls in air quality policies and highlight the need for targeted protection of vulnerable populations, particularly in high-population regions
Agricultural land system transition based on resilience and vitality
Spatial heterogeneities of heat waves’ impact on emotions and their causal factors based on multi-source geographic big data-a case study in Beijing city
Frequent and severe heat waves have posed significant threats to residents' emotional well-being. Traditional questionnaire survey data struggled to obtain timely, large-scale emotional responses to heat waves. This study employed multi-source geographic big data to explore spatial heterogeneities in the impacts of heat waves on emotions and to investigate their potential causal factors. Firstly, social media Weibo data were employed to extract f…
Data-driven residential community insight for scenario-based delicacy management in megacities
Multifractal characteristics of functional urban polycentric structure from the static and dynamic perspective using POI and Taxi Trajectory Data
Digital pulse of inclusion
China (15 works) · Geography (12 works) · Beijing (11 works) · Human Mobility and Location-Based Analysis (9 works) · Business (7 works) · Urban Transport and Accessibility (7 works) · Computer Science (6 works) · Economics (6 works) · Psychology (5 works) · Demography (4 works)