Jianguo Chen
Biographic Data
| ID | 3854685 |
|---|---|
| NAME | Jianguo Chen |
| GIVEN NAMES | Jianguo |
| FAMILY NAME | Chen |
| SIGNATURE | CHEN J |
| AFFILIATIONS | Guangzhou University |
| ORCID | 0000-0001-6809-9711 |
| VERIFIED | Yes |
| TOTAL WORKS | 21 |
| TOTAL CITATIONS | 14 |
| AUTHOR COUNT | 21 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 1996 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 2 |
Interpretable spatial machine learning for understanding spatial heterogeneity in factors affecting street theft crime
How general control beliefs relate to depressive symptoms in adolescents: The role of emotion controllability beliefs and emotion regulation
Investigating the diurnal effects of on-street population and streetscape physical environment on street theft crime: A machine learning and negative binomial regression approach using street view ima…
The Association between Discrepancies in Parental Emotional Expressivity, Adolescent Loneliness and Depression: A Multi-Informant Study Using Response Surface Analysis
Non-disclosed men who have sex with men within local MSM HIV-1 genetic transmission networks in Guangyuan, China
Background: Most men who have sex with men (MSM), especially those with HIV infection, do not disclose their same-sex behaviors in China due to Chinese family values and fear of stigmatization, rejection, or prejudice. However, disclosure of same-sex behaviors to healthcare providers (HCPs) can be beneficial for reducing viral transmission and promoting their physical and mental health. In this study, by combining phylogenetic analysis with tradi…
Influence of Varied Ambient Population Distribution on Spatial Pattern of Theft from the Person: The Perspective from Activity Space
The ambient population has been regarded as an important indicator for analyzing or predicting thefts. However, the literature has taken it as a homogenous group and seldom explored the varied impacts of different kinds of ambient populations on thefts. To fill this gap, supported by mobile phone trajectory data, this research investigated the relationship between ambient populations of different social groups and theft in a major city in China. …
Detecting People on the Street and the Streetscape Physical Environment from Baidu Street View Images and Their Effects on Community-Level Street Crime in a Chinese City
The occurrence of street crime is affected by socioeconomic and demographic characteristics and is also influenced by streetscape conditions. Understanding how the spatial distribution of street crime is associated with different streetscape features is significant for establishing crime prevention and city management strategies. Conventional data sources that quantify people on the street and streetscape characteristics, such as questionnaires, …
Contact-Fraud Victimization among Urban Seniors: An Analysis of Multilevel Influencing Factors
Fraud crime against seniors has become a serious social problem both at home and abroad. While most of the relevant research focuses on non-contact fraud against seniors, a few studies attend to contact fraud targeted at seniors. By constructing a theoretical framework of “environment–activity–fraud victimization” based on the integration of multiple theories, this study conducts a multilevel logit analysis of contact-fraud victimization among ur…
Exploring the Impact of Floating Population with Different Household Registration on Theft
The floating population is frequently treated as a homogeneous whole to explore its impact on crime in numerous crime studies in China. However, there are different compositions within the floating population and significant differences in the effects on crime. In this study, the floating population was divided into three types based on household registration (i.e., Hukou): the floating population from other districts in the same city (FPFOD), th…
Interpretable machine learning models for crime prediction
Controlling AMR in the Pig Industry: Is It Enough to Restrict Heavy Metals
Heavy metals have the potential to influence the transmission of antimicrobial resistance (AMR). However, the effect on AMR caused by heavy metals has not been clearly revealed. In this study, we used a microcosm experiment and metagenomics to examine whether common levels of Cu and Zn in pig manure influence AMR transmission in manured soil. We found that the abundance of 204 ARGs significantly increased after manure application, even though the…
Medical travel of cardiovascular and cerebrovascular diseases inpatients in central China
Ambient population and surveillance cameras: The guardianship role in street robbers' crime location choice
Integrative Analysis of Spatial Heterogeneity and Overdispersion of Crime with a Geographically Weighted Negative Binomial Model
Negative binomial (NB) regression model has been used to analyze crime in previous studies. The disadvantage of the NB model is that it cannot deal with spatial effects. Therefore, spatial regression models, such as the geographically weighted Poisson regression (GWPR) model, were introduced to address spatial heterogeneity in crime analysis. However, GWPR could not account for overdispersion, which is commonly observed in crime data. The geograp…
The Spatial Heterogeneity of Factors of Drug Dealing: A Case Study from ZG, China
Drug addiction and drug-related crime caused by drug dealing are serious problems for many countries. Such problems have gained urgency in China during recent years. However, there has been no research on the relationship between drug dealing and associated factors and its variation over space at a fine scale, such as the police station management area (PSMA), in China. Based on a seven-year data set obtained in ZG city, China, a geographically w…
Disruption of emergency response to vulnerable populations during floods
Characteristics of Climate Change and Extreme Weather from 1951 to 2011 in China
It has been demonstrated that climate change is an established fact. A good comprehension of climate and extreme weather variation characteristics on a temporal and a spatial scale is important for adaptation and response. In this work, the characteristics of temperature, precipitation, and extreme weather distribution and variation is summarized for a period of 60 years and the seasonal fluctuation of temperature and precipitation is also analyz…
Chronic administration tetrahydroxystilbene glucoside promotes hippocampal memory and synaptic plasticity and activates ERKs, CaMKII and Sirt1/miR-134 in vivo
Tanshinone IIA attenuates neuronal damage and the impairment of long-term potentiation induced by hydrogen peroxide
Chairman Mao Would Not Be Amused: Fiction from Today's China
The Uneasy Narrator: Chinese Fiction from the Traditional to the Modern
Chairman Mao Would Not Be Amused: Fiction from Today's China
The Uneasy Narrator: Chinese Fiction from the Traditional to the Modern
Tanshinone IIA attenuates neuronal damage and the impairment of long-term potentiation induced by hydrogen peroxide
Chronic administration tetrahydroxystilbene glucoside promotes hippocampal memory and synaptic plasticity and activates ERKs, CaMKII and Sirt1/miR-134 in vivo
Characteristics of Climate Change and Extreme Weather from 1951 to 2011 in China
It has been demonstrated that climate change is an established fact. A good comprehension of climate and extreme weather variation characteristics on a temporal and a spatial scale is important for adaptation and response. In this work, the characteristics of temperature, precipitation, and extreme weather distribution and variation is summarized for a period of 60 years and the seasonal fluctuation of temperature and precipitation is also analyz…
Integrative Analysis of Spatial Heterogeneity and Overdispersion of Crime with a Geographically Weighted Negative Binomial Model
Negative binomial (NB) regression model has been used to analyze crime in previous studies. The disadvantage of the NB model is that it cannot deal with spatial effects. Therefore, spatial regression models, such as the geographically weighted Poisson regression (GWPR) model, were introduced to address spatial heterogeneity in crime analysis. However, GWPR could not account for overdispersion, which is commonly observed in crime data. The geograp…
The Spatial Heterogeneity of Factors of Drug Dealing: A Case Study from ZG, China
Drug addiction and drug-related crime caused by drug dealing are serious problems for many countries. Such problems have gained urgency in China during recent years. However, there has been no research on the relationship between drug dealing and associated factors and its variation over space at a fine scale, such as the police station management area (PSMA), in China. Based on a seven-year data set obtained in ZG city, China, a geographically w…
Disruption of emergency response to vulnerable populations during floods
Medical travel of cardiovascular and cerebrovascular diseases inpatients in central China
Ambient population and surveillance cameras: The guardianship role in street robbers' crime location choice
Non-disclosed men who have sex with men within local MSM HIV-1 genetic transmission networks in Guangyuan, China
Background: Most men who have sex with men (MSM), especially those with HIV infection, do not disclose their same-sex behaviors in China due to Chinese family values and fear of stigmatization, rejection, or prejudice. However, disclosure of same-sex behaviors to healthcare providers (HCPs) can be beneficial for reducing viral transmission and promoting their physical and mental health. In this study, by combining phylogenetic analysis with tradi…
Influence of Varied Ambient Population Distribution on Spatial Pattern of Theft from the Person: The Perspective from Activity Space
The ambient population has been regarded as an important indicator for analyzing or predicting thefts. However, the literature has taken it as a homogenous group and seldom explored the varied impacts of different kinds of ambient populations on thefts. To fill this gap, supported by mobile phone trajectory data, this research investigated the relationship between ambient populations of different social groups and theft in a major city in China. …
Detecting People on the Street and the Streetscape Physical Environment from Baidu Street View Images and Their Effects on Community-Level Street Crime in a Chinese City
The occurrence of street crime is affected by socioeconomic and demographic characteristics and is also influenced by streetscape conditions. Understanding how the spatial distribution of street crime is associated with different streetscape features is significant for establishing crime prevention and city management strategies. Conventional data sources that quantify people on the street and streetscape characteristics, such as questionnaires, …
Contact-Fraud Victimization among Urban Seniors: An Analysis of Multilevel Influencing Factors
Fraud crime against seniors has become a serious social problem both at home and abroad. While most of the relevant research focuses on non-contact fraud against seniors, a few studies attend to contact fraud targeted at seniors. By constructing a theoretical framework of “environment–activity–fraud victimization” based on the integration of multiple theories, this study conducts a multilevel logit analysis of contact-fraud victimization among ur…
Exploring the Impact of Floating Population with Different Household Registration on Theft
The floating population is frequently treated as a homogeneous whole to explore its impact on crime in numerous crime studies in China. However, there are different compositions within the floating population and significant differences in the effects on crime. In this study, the floating population was divided into three types based on household registration (i.e., Hukou): the floating population from other districts in the same city (FPFOD), th…
Interpretable machine learning models for crime prediction
Controlling AMR in the Pig Industry: Is It Enough to Restrict Heavy Metals
Heavy metals have the potential to influence the transmission of antimicrobial resistance (AMR). However, the effect on AMR caused by heavy metals has not been clearly revealed. In this study, we used a microcosm experiment and metagenomics to examine whether common levels of Cu and Zn in pig manure influence AMR transmission in manured soil. We found that the abundance of 204 ARGs significantly increased after manure application, even though the…
How general control beliefs relate to depressive symptoms in adolescents: The role of emotion controllability beliefs and emotion regulation
Investigating the diurnal effects of on-street population and streetscape physical environment on street theft crime: A machine learning and negative binomial regression approach using street view ima…
The Association between Discrepancies in Parental Emotional Expressivity, Adolescent Loneliness and Depression: A Multi-Informant Study Using Response Surface Analysis
Interpretable spatial machine learning for understanding spatial heterogeneity in factors affecting street theft crime
Crime Patterns and Interventions (10 works) · Geography (10 works) · Demography (9 works) · Population (9 works) · Medicine (8 works) · Computer Science (7 works) · Psychology (7 works) · Mathematics (6 works) · Sociology (6 works) · Cartography (5 works)