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Mingming Hu

Biographic Data

ID5757802
NAMEMingming Hu
GIVEN NAMESMingming
FAMILY NAMEHu
SIGNATUREHU M
AFFILIATIONSGuangxi University
ORCID0000-0002-6626-9657
VERIFIEDYes
TOTAL WORKS26
TOTAL CITATIONS96
AUTHOR COUNT26
EDITOR COUNT0
FIRST PUBLICATION YEAR2007
LATEST PUBLICATION YEAR2026
H-INDEX6
  • How online information search reshapes the impact of price and income on tourism demand

    Open Access•Limei Yang, Mingming Hu et al.•ARTICLE•Tourism Economics•2026

    Online query data have emerged as a prevalent source for tourism demand forecasting, but their influence mechanism remains unclear. This study seeks to verify the moderating role of tourists’ online information search behavior on price and income. This empirical study of Hong Kong’s tourism demand among eight English-speaking markets reveals that (1) this behavior moderates how price and income affect tourism demand; (2) regarding price’s effect …

  • Measuring the impact of urban morphology on residential energy consumption at the neighborhood-level in the Netherlands

    Open Access•Yu Han, Han Yu et al.•ARTICLE•Sustainable Cities and Society•2026

    In the Netherlands, the residential sector accounts for 16.8% of national energy use, mostly from natural gas. Current policies and standards aimed at reducing residential energy consumption mainly focus on improving the performance of buildings and appliances. The critical role of urban morphology in moderating microclimate by cooling surrounding areas and shielding buildings from solar radiation has been demonstrated, particularly in hot-summer…

  • A virtual reality-based experiment on tourists’ choice of evacuation route

    Open Access•Mingming Hu, Qingfeng Duan et al.•ARTICLE•Tourism Management•2026•References: 75

  • Identifying key influencing factors of cross-regional railway infrastructure interconnection

    Open Access•Simai Yang, Pengcheng Xiang et al.•ARTICLE•Humanities and Social Sciences…•2025

    Cross-regional railway infrastructure (CRI) plays an important role in promoting coordinated regional development. But current understanding on how to strengthen cross-regional railway infrastructure interconnection (CRII) and its influence mechanism is still very limited. This study constructed a conceptual model of CRII system to reveal the logic of CRII operation, and systematically identified 16 influencing factors. Meanwhile, an F-MCDM (F-Mu…

  • A novel big data-based multicollinearity-eliminating feature extraction method for tourism demand forecasting

    Open Access•Mingming Hu, Xin Zhao et al.•ARTICLE•Tourism Economics•2025

    Integrating search engine big data into forecasting models has been proven to enhance prediction accuracy. However, the challenge of multicollinearity among search query variables limits the effective use of such data. To address this, this study proposes a multicollinearity-eliminating feature extraction (MEFE) method, integrated with a backpropagation neural network (BPNN), to create the MEFE-BPNN framework for tourism demand forecasting. Empir…

  • Tourism forecasting by mixed-frequency machine learning

    Open Access•Mingming Hu, Li Mei et al.•ARTICLE•Tourism Management•2025•Cited by: 6•References: 73

  • How well can ChatGPT forecast tourism demand

    Open Access•Doris Chenguang Wu, Wenjia Li et al.•ARTICLE•Tourism Management•2025•Cited by: 3•References: 53

  • Forecast by mixed-frequency dynamic panel model

    Open Access•Han Liu, Yuxiu Chen et al.•ARTICLE•Annals of Tourism Research•2025•Cited by: 2•References: 45

  • Denoising search query improves tourism forecasting

    Open Access•Wanyi Cao, Wen-xiang Cao et al.•ARTICLE•Annals of Tourism Research•2025•References: 11

  • The “Beauty Premium” Phenomenon

    Open Access•Hengyun Li, Danting Cai et al.•ARTICLE•Travel Research Bulletin•2025•References: 77

    The online P2P accommodation market, including Airbnb, encourages accommodation hosts to upload profile photos. However, the inclusion of a profile photo may carry consequences such as appearance discrimination. Using secondary Airbnb data from Beijing, China, this study investigates the presence of the “beauty premium” in the relatively low-priced accommodation market and examines the extent to which consumers discriminate based on hosts’ facial…

  • Tourism demand forecasting based on user-generated images on OTA platforms

    Shuai Ma, Hengyun Li et al.•ARTICLE•Current Issues in Tourism•2024

    Tourists’ images of destinations posted on online travel agency (OTA) platforms are important information sources for potential tourists to perceive and construct destination images. These perceptions can then inform travel decisions. We investigated the roles of the aesthetics of user-generated images on OTA platforms in tourism demand forecasting. Specifically, the aesthetics of images of three popular scenic spots in Hong Kong were used to pre…

  • A novel two-stage combination model for tourism demand forecasting

    Open Access•Mingming Hu, Haifeng Yang et al.•ARTICLE•Tourism Economics•2024

    The tourism literature has shown that a combination of tourism forecasting models can provide better performance than individual models. In the literature, the models to be combined are usually subjectively selected and authors focus on the combination method. In this study, a new direction is represented by the integration of forecasts from several models using a two-stage forecasting system. In stage I, a subset of the best available models is …

  • Tourism demand forecasting using short video information

    Open Access•Mingming Hu, Na Dong et al.•ARTICLE•Annals of Tourism Research•2024•Cited by: 7•References: 53

  • Circular construction

    Open Access•Arnold Tukker, Paul Behrens et al.•ARTICLE•One Earth•2023

  • Longitudinal predictions between executive function and general and specific psychiatric problems in school-age children

    Gai Zhao, Haibo Zhang et al.•ARTICLE•Developmental Psychology•2023•Cited by: 1

    This study examined the longitudinal associations of various executive function components with subsequent psychiatric problems in Chinese school-age children. Data from 1,639 children (44.36% girls) ages 6-13 years were drawn from the Children School Functions and Brain Development project. Executive function components were assessed by the cancellation test, the Corsi test, and the Wisconsin Card Sorting Test. Psychiatric problems were determin…

  • Tourism demand forecasting using tourist-generated online review data

    Open Access•Mingming Hu, Hengyun Li et al.•ARTICLE•Tourism Management•2022•Cited by: 24•References: 4

  • Hierarchical pattern recognition for tourism demand forecasting

    Open Access•Mingming Hu, Richard T R Qiu et al.•ARTICLE•Tourism Management•2021•Cited by: 11•References: 54

  • Tourism demand forecasting with online news data mining

    Open Access•Eunhye Park, Jinah Park et al.•ARTICLE•Annals of Tourism Research•2021•Cited by: 13•References: 63

  • Life cycle greenhouse gas emission and cost analysis of prefabricated concrete building façade elements

    Open Access•Chunbo Zhang, Mingming Hu et al.•ARTICLE•Journal of Industrial Ecology•2020

    Buildings are responsible for approximately 36% of carbon emissions in the European Union. Besides, gradual aging and a lack of adaptability and flexibility of buildings often lead to destructive interventions, resulting not only in higher costs but also in a large amount of construction and demolition waste (CDW). Recently, an innovative system (Ref. VEEP project) has been developed to recycle CDW for the manufacturing of energy‐efficient prefab…

  • Decision making with both diversity supporting and opposing membership information

    Open Access•Mingming Hu, Minkun Liu et al.•ARTICLE•Economic Research-Ekonomska…•2020

    Online big data provides large amounts of decision information to decision makers, but supporting and opposing information are present simultaneously. Dual hesitant fuzzy sets (DHFSs) are useful models for exactly expressing the membership degree of both supporting and opposing information in decision making. However, the application of DHFSs requires an improved distance measure. This paper aims to improve distance measure models for DHFSs and a…

  • Forecasting tourism demand with multisource big data

    Open Access•Hengyun Li, Mingming Hu et al.•ARTICLE•Annals of Tourism Research•2020•Cited by: 29•References: 49

  • Disrupted Resting Frontal–Parietal Attention Network Topology Is Associated With a Clinical Measure in Children With Attention-Deficit/Hyperactivity Disorder

    Open Access•Yanpei Wang, Fuxiang Tao et al.•ARTICLE•Frontiers in Psychiatry•2019

    Purpose: Although alterations in resting-state functional connectivity between brain regions have been reported in children with attention-deficit/hyperactivity disorder (ADHD), the spatial organization of these changes remains largely unknown. Here, we studied frontal-parietal attention network topology in children with ADHD, and related topology to a clinical measure of disease progression. Methods: Resting-state fMRI scans were obtained from N…

  • Positive academic emotions and psychological resilience among rural-to-urban migrant adolescents in China

    Open Access•Daoyang Wang, Mingming Hu et al.•ARTICLE•Social Behavior and Personality…•2017

    We explored the relationship between the positive academic emotions of pride, happiness, hopefulness, satisfaction, calmness, and being relaxed, and the factors that influence psychological resilience, including family support, problem-solving ability, self-resilience, sense of purpose, social-communication ability, attitude toward adversity, and ability to mobilize resources. Participants were 763 sons and daughters (339 boys and 424 girls, aged…

  • Testing the factorial invariance of the Satisfaction with Life Scale across Chinese adolescents

    Open Access•Daoyang Wang, Mingming Hu et al.•ARTICLE•Social Behavior and Personality…•2017

    We tested the factorial invariance of the Satisfaction with Life Scale (SWLS) across 2,178 rural, urban, and rural-to-urban Chinese adolescent students from middle schools and universities. We examined the psychometric properties of the SWLS and tested a 1-factor model with each of the rural, urban, and rural-to-urban groups. Multigroup analysis results revealed configural, weak, strong, and strict invariance of the SWLS across the groups, and al…

  • Dynamic Material Flow Analysis for Strategic Construction and Demolition Waste Management in Beijing

    Open Access•Mingming Hu, Ester van der Voet et al.•ARTICLE•Journal of Industrial Ecology•2010

    Of all materials extracted from the earth's crust, the construction sector uses 50%, producing huge amounts of construction and demolition waste (CDW). In Beijing, presently 35 million metric tons per year (megatonnes/year [Mt/yr]) of CDW are generated. This amount is expected to grow significantly when the first round of mass buildings erected in the 1990s starts to be demolished. In this study, a dynamic material flow analysis (MFA) is conducte…

Next
  • Forecasting tourism demand with multisource big data

    Open Access•Hengyun Li, Mingming Hu et al.•ARTICLE•Annals of Tourism Research•2020•Cited by: 29•References: 49

  • Tourism demand forecasting using tourist-generated online review data

    Open Access•Mingming Hu, Hengyun Li et al.•ARTICLE•Tourism Management•2022•Cited by: 24•References: 4

  • Tourism demand forecasting with online news data mining

    Open Access•Eunhye Park, Jinah Park et al.•ARTICLE•Annals of Tourism Research•2021•Cited by: 13•References: 63

  • Hierarchical pattern recognition for tourism demand forecasting

    Open Access•Mingming Hu, Richard T R Qiu et al.•ARTICLE•Tourism Management•2021•Cited by: 11•References: 54

  • Tourism demand forecasting using short video information

    Open Access•Mingming Hu, Na Dong et al.•ARTICLE•Annals of Tourism Research•2024•Cited by: 7•References: 53

  • Tourism forecasting by mixed-frequency machine learning

    Open Access•Mingming Hu, Li Mei et al.•ARTICLE•Tourism Management•2025•Cited by: 6•References: 73

  • How well can ChatGPT forecast tourism demand

    Open Access•Doris Chenguang Wu, Wenjia Li et al.•ARTICLE•Tourism Management•2025•Cited by: 3•References: 53

  • Forecast by mixed-frequency dynamic panel model

    Open Access•Han Liu, Yuxiu Chen et al.•ARTICLE•Annals of Tourism Research•2025•Cited by: 2•References: 45

  • Longitudinal predictions between executive function and general and specific psychiatric problems in school-age children

    Gai Zhao, Haibo Zhang et al.•ARTICLE•Developmental Psychology•2023•Cited by: 1

    This study examined the longitudinal associations of various executive function components with subsequent psychiatric problems in Chinese school-age children. Data from 1,639 children (44.36% girls) ages 6-13 years were drawn from the Children School Functions and Brain Development project. Executive function components were assessed by the cancellation test, the Corsi test, and the Wisconsin Card Sorting Test. Psychiatric problems were determin…

  • Multi-agent collaboration strategies for tourism demand forecasting

    Open Access•Doris Chenguang Wu, Peiying Zhang et al.•ARTICLE•Tourism Management•2007

  • Dynamic Material Flow Analysis for Strategic Construction and Demolition Waste Management in Beijing

    Open Access•Mingming Hu, Ester van der Voet et al.•ARTICLE•Journal of Industrial Ecology•2010

    Of all materials extracted from the earth's crust, the construction sector uses 50%, producing huge amounts of construction and demolition waste (CDW). In Beijing, presently 35 million metric tons per year (megatonnes/year [Mt/yr]) of CDW are generated. This amount is expected to grow significantly when the first round of mass buildings erected in the 1990s starts to be demolished. In this study, a dynamic material flow analysis (MFA) is conducte…

  • Positive academic emotions and psychological resilience among rural-to-urban migrant adolescents in China

    Open Access•Daoyang Wang, Mingming Hu et al.•ARTICLE•Social Behavior and Personality…•2017

    We explored the relationship between the positive academic emotions of pride, happiness, hopefulness, satisfaction, calmness, and being relaxed, and the factors that influence psychological resilience, including family support, problem-solving ability, self-resilience, sense of purpose, social-communication ability, attitude toward adversity, and ability to mobilize resources. Participants were 763 sons and daughters (339 boys and 424 girls, aged…

  • Testing the factorial invariance of the Satisfaction with Life Scale across Chinese adolescents

    Open Access•Daoyang Wang, Mingming Hu et al.•ARTICLE•Social Behavior and Personality…•2017

    We tested the factorial invariance of the Satisfaction with Life Scale (SWLS) across 2,178 rural, urban, and rural-to-urban Chinese adolescent students from middle schools and universities. We examined the psychometric properties of the SWLS and tested a 1-factor model with each of the rural, urban, and rural-to-urban groups. Multigroup analysis results revealed configural, weak, strong, and strict invariance of the SWLS across the groups, and al…

  • Disrupted Resting Frontal–Parietal Attention Network Topology Is Associated With a Clinical Measure in Children With Attention-Deficit/Hyperactivity Disorder

    Open Access•Yanpei Wang, Fuxiang Tao et al.•ARTICLE•Frontiers in Psychiatry•2019

    Purpose: Although alterations in resting-state functional connectivity between brain regions have been reported in children with attention-deficit/hyperactivity disorder (ADHD), the spatial organization of these changes remains largely unknown. Here, we studied frontal-parietal attention network topology in children with ADHD, and related topology to a clinical measure of disease progression. Methods: Resting-state fMRI scans were obtained from N…

  • Life cycle greenhouse gas emission and cost analysis of prefabricated concrete building façade elements

    Open Access•Chunbo Zhang, Mingming Hu et al.•ARTICLE•Journal of Industrial Ecology•2020

    Buildings are responsible for approximately 36% of carbon emissions in the European Union. Besides, gradual aging and a lack of adaptability and flexibility of buildings often lead to destructive interventions, resulting not only in higher costs but also in a large amount of construction and demolition waste (CDW). Recently, an innovative system (Ref. VEEP project) has been developed to recycle CDW for the manufacturing of energy‐efficient prefab…

  • Decision making with both diversity supporting and opposing membership information

    Open Access•Mingming Hu, Minkun Liu et al.•ARTICLE•Economic Research-Ekonomska…•2020

    Online big data provides large amounts of decision information to decision makers, but supporting and opposing information are present simultaneously. Dual hesitant fuzzy sets (DHFSs) are useful models for exactly expressing the membership degree of both supporting and opposing information in decision making. However, the application of DHFSs requires an improved distance measure. This paper aims to improve distance measure models for DHFSs and a…

  • Forecasting tourism demand with multisource big data

    Open Access•Hengyun Li, Mingming Hu et al.•ARTICLE•Annals of Tourism Research•2020•Cited by: 29•References: 49

  • Hierarchical pattern recognition for tourism demand forecasting

    Open Access•Mingming Hu, Richard T R Qiu et al.•ARTICLE•Tourism Management•2021•Cited by: 11•References: 54

  • Tourism demand forecasting with online news data mining

    Open Access•Eunhye Park, Jinah Park et al.•ARTICLE•Annals of Tourism Research•2021•Cited by: 13•References: 63

  • Tourism demand forecasting using tourist-generated online review data

    Open Access•Mingming Hu, Hengyun Li et al.•ARTICLE•Tourism Management•2022•Cited by: 24•References: 4

  • Circular construction

    Open Access•Arnold Tukker, Paul Behrens et al.•ARTICLE•One Earth•2023

  • Longitudinal predictions between executive function and general and specific psychiatric problems in school-age children

    Gai Zhao, Haibo Zhang et al.•ARTICLE•Developmental Psychology•2023•Cited by: 1

    This study examined the longitudinal associations of various executive function components with subsequent psychiatric problems in Chinese school-age children. Data from 1,639 children (44.36% girls) ages 6-13 years were drawn from the Children School Functions and Brain Development project. Executive function components were assessed by the cancellation test, the Corsi test, and the Wisconsin Card Sorting Test. Psychiatric problems were determin…

  • Tourism demand forecasting based on user-generated images on OTA platforms

    Shuai Ma, Hengyun Li et al.•ARTICLE•Current Issues in Tourism•2024

    Tourists’ images of destinations posted on online travel agency (OTA) platforms are important information sources for potential tourists to perceive and construct destination images. These perceptions can then inform travel decisions. We investigated the roles of the aesthetics of user-generated images on OTA platforms in tourism demand forecasting. Specifically, the aesthetics of images of three popular scenic spots in Hong Kong were used to pre…

  • A novel two-stage combination model for tourism demand forecasting

    Open Access•Mingming Hu, Haifeng Yang et al.•ARTICLE•Tourism Economics•2024

    The tourism literature has shown that a combination of tourism forecasting models can provide better performance than individual models. In the literature, the models to be combined are usually subjectively selected and authors focus on the combination method. In this study, a new direction is represented by the integration of forecasts from several models using a two-stage forecasting system. In stage I, a subset of the best available models is …

  • Tourism demand forecasting using short video information

    Open Access•Mingming Hu, Na Dong et al.•ARTICLE•Annals of Tourism Research•2024•Cited by: 7•References: 53

  • Identifying key influencing factors of cross-regional railway infrastructure interconnection

    Open Access•Simai Yang, Pengcheng Xiang et al.•ARTICLE•Humanities and Social Sciences…•2025

    Cross-regional railway infrastructure (CRI) plays an important role in promoting coordinated regional development. But current understanding on how to strengthen cross-regional railway infrastructure interconnection (CRII) and its influence mechanism is still very limited. This study constructed a conceptual model of CRII system to reveal the logic of CRII operation, and systematically identified 16 influencing factors. Meanwhile, an F-MCDM (F-Mu…

  • A novel big data-based multicollinearity-eliminating feature extraction method for tourism demand forecasting

    Open Access•Mingming Hu, Xin Zhao et al.•ARTICLE•Tourism Economics•2025

    Integrating search engine big data into forecasting models has been proven to enhance prediction accuracy. However, the challenge of multicollinearity among search query variables limits the effective use of such data. To address this, this study proposes a multicollinearity-eliminating feature extraction (MEFE) method, integrated with a backpropagation neural network (BPNN), to create the MEFE-BPNN framework for tourism demand forecasting. Empir…

  • Tourism forecasting by mixed-frequency machine learning

    Open Access•Mingming Hu, Li Mei et al.•ARTICLE•Tourism Management•2025•Cited by: 6•References: 73

  • How well can ChatGPT forecast tourism demand

    Open Access•Doris Chenguang Wu, Wenjia Li et al.•ARTICLE•Tourism Management•2025•Cited by: 3•References: 53

  • Forecast by mixed-frequency dynamic panel model

    Open Access•Han Liu, Yuxiu Chen et al.•ARTICLE•Annals of Tourism Research•2025•Cited by: 2•References: 45

  • Denoising search query improves tourism forecasting

    Open Access•Wanyi Cao, Wen-xiang Cao et al.•ARTICLE•Annals of Tourism Research•2025•References: 11

  • The “Beauty Premium” Phenomenon

    Open Access•Hengyun Li, Danting Cai et al.•ARTICLE•Travel Research Bulletin•2025•References: 77

    The online P2P accommodation market, including Airbnb, encourages accommodation hosts to upload profile photos. However, the inclusion of a profile photo may carry consequences such as appearance discrimination. Using secondary Airbnb data from Beijing, China, this study investigates the presence of the “beauty premium” in the relatively low-priced accommodation market and examines the extent to which consumers discriminate based on hosts’ facial…

  • How online information search reshapes the impact of price and income on tourism demand

    Open Access•Limei Yang, Mingming Hu et al.•ARTICLE•Tourism Economics•2026

    Online query data have emerged as a prevalent source for tourism demand forecasting, but their influence mechanism remains unclear. This study seeks to verify the moderating role of tourists’ online information search behavior on price and income. This empirical study of Hong Kong’s tourism demand among eight English-speaking markets reveals that (1) this behavior moderates how price and income affect tourism demand; (2) regarding price’s effect …

  • Measuring the impact of urban morphology on residential energy consumption at the neighborhood-level in the Netherlands

    Open Access•Yu Han, Han Yu et al.•ARTICLE•Sustainable Cities and Society•2026

    In the Netherlands, the residential sector accounts for 16.8% of national energy use, mostly from natural gas. Current policies and standards aimed at reducing residential energy consumption mainly focus on improving the performance of buildings and appliances. The critical role of urban morphology in moderating microclimate by cooling surrounding areas and shielding buildings from solar radiation has been demonstrated, particularly in hot-summer…

Tourism (14 works) · Business (12 works) · Computer Science (11 works) · Diverse Aspects of Tourism Research (11 works) · Geography (11 works) · Digital Marketing and Social Media (10 works) · Economics (10 works) · Demand forecasting (9 works) · Marketing (8 works) · Wine Industry and Tourism (7 works)

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