刘景方｜上海大学｜学者主页

2026

Associated Factors of Depressive Expression in Social Media During Emergencies: An LLM-Based Analysis

Jingfang Liu, Peng Ding, Jie Chen

Psychological Reports

DOI

2025

Exploring Depression in Older Adults Amid Crises: A Moderated Mediation Analysis Through the Lens of Conservation of Resources Theory

Jingfang Liu, Zijing Liu, Peng Ding

International Journal Of Social Psychiatry

DOI

2025

The influencing factors of public anxiety during emergencies: based on big data

Jingfang Liu, Jingxian Cai

Current Psychology，Vol. 440, No. 6

DOI

2025

Having two children might be best for women's mental health: Evidence from UK Biobank

Jingfang Liu, Hao Sun, Ke Zhang, Ibrar Hussain, Yuying Wang, Hongpeng Sun, Zaixiang Tang

Journal Of Affective Disorders，Vol. 369

DOI

2025

DepGLM: Depression degree recognition on social media based on large language models

Jingfang Liu, Peng Ding, Jie Chen

Digital Health，Vol. 11

DOI

2024

Exploring the Effects of Online Physician Voice Pitch Range and Filled Pauses on Patient Satisfaction in Mobile Health Communication

Jingfang Liu, Huihong Jiang

Health Communication，Vol. 390, No. 13

DOI

2024

A study of the effect of viewing online health popular science information on users' willingness to change health behaviors - based on the psychological distance perspective

Jingfang Liu, Shiqi Wang

Current Psychology，Vol. 430, No. 380

DOI

2024

Exploring user interaction patterns in an online physician interactive community based on exponential random graph models

Jingfang Liu, Yu Zeng

Humanities & Social Sciences Communications，Vol. 11, No. 1

DOI

2024

Association of spontaneous abortion with bipolar disorder and major depression based on inverse probability treatment weighting of multigroup propensity scores: Evidence from the UK Biobank

Jingfang Liu, Yongfei Dong, Xichao Wang, Hao Sun, Jie Huang, Zaixiang Tang, Hongpeng Sun

Journal Of Affective Disorders，Vol. 347

DOI

2024

The relationship between childhood maltreatment and non-suicidal self-injury in adolescents with depressive disorders

Xiangying Xie, Yinglin Li, Jingfang Liu, Lili Zhang, Ting Sun, Chunlong Zhang, Zhongchun Liu, Jie Liu, Li Wen, Xuan Gong, Zhongxiang Cai

Psychiatry Research，Vol. 331

DOI

2024

Exploring sources of patient dissatisfaction in mobile health communication: A text analysis based on structural topic model

Jingfang Liu, Peng Ding, Huihong Jiang

Digital Health，Vol. 10

DOI

2023

Physicians' Online Writing Language Style and Patient Satisfaction: The Mediator of Depth of Physician-Patient Interactions

Jingfang Liu, Huihong Jiang, Shiqi Wang

Healthcare，Vol. 11, No. 11

DOI

2023

Analysis of Differences in User Groups and Post Sentiment of COVID-19 Vaccine Hesitators in Chinese Social-Media Platforms

Jingfang Liu, Shuangjinhua Lu, Huiqin Zheng

Healthcare，Vol. 11, No. 9

DOI

2023

A Study of Factors Influencing the Volume of Responses to Posts in Physician Online Community

Jingfang Liu, Yu Zeng

Healthcare，Vol. 11, No. 90

DOI

2023

Research on Knowledge Learning of COVID-19 Video Viewers: Based on Cognitive Mediation Model

Jingfang Liu, Caiying Lu, Jingxian Cai

Healthcare，Vol. 11, No. 4

DOI

2023

Increase the Number of Views and Shares of COVID-19 Videos: Content Relevance and Emotional Consistency with Virus Variant Topics

Jingfang Liu, Caiying Lu, Shuangjinhua Lu

Healthcare，Vol. 11, No. 10

DOI

2023

Factors Influencing the Purchase Intention for Online Health Popular Science Information Based on the Health Belief Model

Jing-Fang Liu, Shiqi Wang

Behavioral Science

DOI

2022

The Impact of Popular Science Articles by Physicians on Their Performance on Online Medical Platforms

Jingfang Liu, Shiqi Wang, Huihong Jiang

Healthcare，Vol. 10, No. 120

DOI

2022

What Motivates People to Receive Continuous COVID-19 Vaccine Booster Shots? An Expectation Confirmation Theory Perspective

Jingfang Liu, Shuangjinhua Lu, Caiying Lu

Healthcare，Vol. 10, No. 12

DOI

2022

Lurking or active? The influence of user participation behavior in online mental health communities on the choice and evaluation of doctors

Jingfang Liu, Lu Gao

Journal Of Affective Disorders，Vol. 301

DOI

2022

A Hybrid Feature Selection and Ensemble Approach to Identify Depressed Users in Online Social Media

Jingfang Liu, Mengshi Shi

Frontiers In Psychology，Vol. 12

DOI

2022

Exploring the User Interaction Network in an Anxiety Disorder Online Community: An Exponential Random Graph Model with Topical and Emotional Effects

Jing-Fang Liu, Yafei Liu

International Journal of Environmental Research and Public Health

DOI

2022

What Are the Characteristics of User Texts and Behaviors in Chinese Depression Posts?

Jing-Fang Liu, Mengshi Shi

International Journal of Environmental Research and Public Health

DOI

2022

Detecting Suicidal Ideation in Social Media: An Ensemble Method Based on Feature Fusion

Jing-Fang Liu, Mengshi Shi, Huihong Jiang

International Journal of Environmental Research and Public Health

DOI

2021

Exploring and Monitoring the Reasons for Hesitation with COVID-19 Vaccine Based on Social-Platform Text and Classification Algorithms

Jingfang Liu, Shuangjinhua Lu, Caiying Lu

Healthcare，Vol. 9, No. 10

DOI

2021

Research on the Influencing Factors of Audience Popularity Level of COVID-19 Videos during the COVID-19 Pandemic

Jingfang Liu, Caiying Lu, Shuangjinhua Lu

Healthcare，Vol. 9, No. 9

DOI

2021

Why Do Users of Online Mental Health Communities Get Likes and Reposts: A Combination of Text Mining and Empirical Analysis

Jingfang Liu, Jun Kong

Healthcare，Vol. 9, No. 9

DOI

2021

Analysis of topics and characteristics of user reviews on different online psychological counseling methods

Jingfang Liu, Lu Gao

International Journal Of Medical Informatics，Vol. 147

DOI

2021

Are Diverse Media Better than a Single Medium? The Relationship between Mixed Media and Perceived Effect from the Perspective of Online Psychological Counseling

Jing-Fang Liu, Lu Gao

International Journal of Environmental Research and Public Health

DOI

2021

Does Usage of Online Social Media Help Users With Depressed Symptoms Improve Their Mental Health? Empirical Evidence From an Online Depression Community

Yingjie Lu, Tao-tao Pan, Jing-Fang Liu, Jun Wu

Frontiers in Public Health

DOI

2021

Motivation Research on the Content Creation Behaviour of Young Adults in Anxiety Disorder Online Communities

Jing-Fang Liu, Yafei Liu

International Journal of Environmental Research and Public Health

DOI

2021

Users’ Intention to Continue Using Online Mental Health Communities: Empowerment Theory Perspective

Jing-Fang Liu, Jiayu Wang

International Journal of Environmental Research and Public Health

DOI

2021

Research on the Characteristics and Usefulness of User Reviews of Online Mental Health Consultation Services: A Content Analysis

Jing-Fang Liu, Lu Gao

Healthcare

DOI

2020

The Impact of Teammates' Online Reputations on Physicians' Online Appointment Numbers: A Social Interdependency Perspective

Jingfang Liu, Xin Zhang, Jun Kong, Liangyu Wu

Healthcare，Vol. 8, No. 4

DOI

2020

Nurses endured high risks of psychological problems under the epidemic of COVID-19 in a longitudinal study in Wuhan China

Zhongxiang Cai, Qin Cui, Zhongchun Liu, Juanjuan Li, Xuan Gong, Jingfang Liu, Zhiying Wan, Xiaoping Yuan, Xiaofen Li, Chuang Chen, Gaohua Wang

Journal Of Psychiatric Research，Vol. 131

DOI

2020

Focused Crawler Strategy Based on Improved Energy Landscape Paving Algorithm

Jing-Fang Liu, Wei Zhang, Zhihe Yang, Ziang Liu

Fuzzy Systems and Data Mining

DOI

2020

Study on Differences between Patients with Physiological and Psychological Diseases in Online Health Communities: Topic Analysis and Sentiment Analysis

Jing-Fang Liu, Jun Kong, Xin Zhang

International Journal of Environmental Research and Public Health

DOI

2020

Consumers’ satisfaction factors mining and sentiment analysis of B2C online pharmacy reviews

Jing-Fang Liu, Yingyi Zhou, Xiao-Yan Jiang, Wei Zhang

BMC Medical Informatics and Decision Making

DOI

2020

Data Mining of the Reviews from Online Private Doctors

Jing-Fang Liu, Wei Zhang, Xiao-Yan Jiang, Yingyi Zhou

Telemedicine journal and e-health

DOI

2019

Exploring Patient Needs in Online Health Communities Using Text Mining--Taking Diabetes and Depression as Examples (Preprint)

Jing-Fang Liu, Xiao-Yan Jiang, Wei Zhang, Yingyi Zhou

DOI

2018

Developing Embedded Taxonomy and Mining Patients' Interests From Web-Based Physician Reviews: Mixed-Methods Approach

Jia Li, Minghui Liu, Xiaojun Li, Xuan Liu, Jingfang Liu

Journal Of Medical Internet Research，Vol. 20, No. 80

DOI

2018

Adverse Drug Reaction Related Post Detecting Using Sentiment Feature

Jing-Fang Liu, Xiao-Yan Jiang, Qiangyuan Chen, Mei Song, Jia Li

Iranian Journal of Public Health

2017

Understanding Health Care Social Media Use From Different Stakeholder Perspectives: A Content Analysis of an Online Health Community

Yingjie Lu, Yang Wu, Jingfang Liu, Jia Li, Pengzhu Zhang

Journal Of Medical Internet Research，Vol. 19, No. 40

DOI

2016

Automatically Extracting Talents’ Knowledge Structure Online

Qing-Xiang Liu, Peng-Zhu Zhang, Xiao-Yang Zhang, Jing-Fang Liu

DOI

2016

ユーザコメントタグ要約システムの有効性の研究【JST・京大機械翻訳】

Jing-Fang Liu, Jia Li, Peng-Zhu Zhang, Xuan Liu

2014

Technology licensing contracts with network effects

Dan Zhao, Hongmin Chen, Xianpei Hong, Jingfang Liu

International Journal Of Production Economics，Vol. 158

DOI

2014

Automatic Identification of Messages Related to Adverse Drug Reactions from Online User Reviews using Feature-based Classification

Jing-Fang Liu, Peng-Zhu Zhang, Yingjie Lu

Iranian Journal of Public Health

2014

Research on Picture Recommendation for Creativity Support System

Peng-Zhu Zhang, Jia Li, Xiao-Yang Zhang, Jing-Fang Liu

DOI

2013

Competency-based Personnel Selection in Crowdsourcing using Fuzzy MCDM Approach

Yingjie Lu, Peng-Zhu Zhang, Jing-Fang Liu, Jia Li

DOI

2013

Health-Related Hot Topic Detection in Online Communities Using Text Clustering

Yingjie Lu, Peng-Zhu Zhang, Jing-Fang Liu, Jia Li, Sha-Sha Deng

PLoS ONE

DOI

2013

Task-oriented Talent Selection in Crowdsourcing

Jing-Fang Liu

2009

Multi-level Grey Evaluation for Competence of Knowledge Worker

Jing-Fang Liu, P. Zou, Peng-Zhu Zhang, Zhao-Qing Jia

2009 International Conference on Artificial Intelligence and Computational Intelligence

DOI

2009

Task-Oriented Capability Requirement Analysis Using an Ontology-Based Case Reasoning Method

Jing-Fang Liu, P. Zou, Peng-Zhu Zhang, Zhao-Qing Jia

2009 International Conference on Computational Intelligence and Software Engineering

DOI

2009

An Evaluation Method of Knowledge Workers' Competence Based on Triangular Fuzzy Number and AHP Algorithm

Jing-Fang Liu, P. Zou, Peng-Zhu Zhang, Zhao-Qing Jia

2009 International Conference on Management and Service Science

DOI

精选作品

期刊论文

Associated Factors of Depressive Expression in Social Media During Emergencies: An LLM-Based Analysis

Exploring Depression in Older Adults Amid Crises: A Moderated Mediation Analysis Through the Lens of Conservation of Resources Theory

The influencing factors of public anxiety during emergencies: based on big data

Having two children might be best for women's mental health: Evidence from UK Biobank

DepGLM: Depression degree recognition on social media based on large language models

Exploring the Effects of Online Physician Voice Pitch Range and Filled Pauses on Patient Satisfaction in Mobile Health Communication

A study of the effect of viewing online health popular science information on users' willingness to change health behaviors - based on the psychological distance perspective

Exploring user interaction patterns in an online physician interactive community based on exponential random graph models

Association of spontaneous abortion with bipolar disorder and major depression based on inverse probability treatment weighting of multigroup propensity scores: Evidence from the UK Biobank

The relationship between childhood maltreatment and non-suicidal self-injury in adolescents with depressive disorders

Exploring sources of patient dissatisfaction in mobile health communication: A text analysis based on structural topic model

Physicians' Online Writing Language Style and Patient Satisfaction: The Mediator of Depth of Physician-Patient Interactions

Analysis of Differences in User Groups and Post Sentiment of COVID-19 Vaccine Hesitators in Chinese Social-Media Platforms

A Study of Factors Influencing the Volume of Responses to Posts in Physician Online Community

Research on Knowledge Learning of COVID-19 Video Viewers: Based on Cognitive Mediation Model

Increase the Number of Views and Shares of COVID-19 Videos: Content Relevance and Emotional Consistency with Virus Variant Topics

Factors Influencing the Purchase Intention for Online Health Popular Science Information Based on the Health Belief Model

The Impact of Popular Science Articles by Physicians on Their Performance on Online Medical Platforms

What Motivates People to Receive Continuous COVID-19 Vaccine Booster Shots? An Expectation Confirmation Theory Perspective

Lurking or active? The influence of user participation behavior in online mental health communities on the choice and evaluation of doctors

A Hybrid Feature Selection and Ensemble Approach to Identify Depressed Users in Online Social Media

Exploring the User Interaction Network in an Anxiety Disorder Online Community: An Exponential Random Graph Model with Topical and Emotional Effects

What Are the Characteristics of User Texts and Behaviors in Chinese Depression Posts?

Detecting Suicidal Ideation in Social Media: An Ensemble Method Based on Feature Fusion

Exploring and Monitoring the Reasons for Hesitation with COVID-19 Vaccine Based on Social-Platform Text and Classification Algorithms

Research on the Influencing Factors of Audience Popularity Level of COVID-19 Videos during the COVID-19 Pandemic

Why Do Users of Online Mental Health Communities Get Likes and Reposts: A Combination of Text Mining and Empirical Analysis

Analysis of topics and characteristics of user reviews on different online psychological counseling methods

Are Diverse Media Better than a Single Medium? The Relationship between Mixed Media and Perceived Effect from the Perspective of Online Psychological Counseling

Does Usage of Online Social Media Help Users With Depressed Symptoms Improve Their Mental Health? Empirical Evidence From an Online Depression Community

Motivation Research on the Content Creation Behaviour of Young Adults in Anxiety Disorder Online Communities

Users’ Intention to Continue Using Online Mental Health Communities: Empowerment Theory Perspective

Research on the Characteristics and Usefulness of User Reviews of Online Mental Health Consultation Services: A Content Analysis

The Impact of Teammates' Online Reputations on Physicians' Online Appointment Numbers: A Social Interdependency Perspective

Nurses endured high risks of psychological problems under the epidemic of COVID-19 in a longitudinal study in Wuhan China

Focused Crawler Strategy Based on Improved Energy Landscape Paving Algorithm

Study on Differences between Patients with Physiological and Psychological Diseases in Online Health Communities: Topic Analysis and Sentiment Analysis

Consumers’ satisfaction factors mining and sentiment analysis of B2C online pharmacy reviews

Data Mining of the Reviews from Online Private Doctors

Exploring Patient Needs in Online Health Communities Using Text Mining--Taking Diabetes and Depression as Examples (Preprint)

Developing Embedded Taxonomy and Mining Patients' Interests From Web-Based Physician Reviews: Mixed-Methods Approach

Adverse Drug Reaction Related Post Detecting Using Sentiment Feature

Understanding Health Care Social Media Use From Different Stakeholder Perspectives: A Content Analysis of an Online Health Community

Automatically Extracting Talents’ Knowledge Structure Online

ユーザコメントタグ要約システムの有効性の研究【JST・京大機械翻訳】

Technology licensing contracts with network effects

Automatic Identification of Messages Related to Adverse Drug Reactions from Online User Reviews using Feature-based Classification

Research on Picture Recommendation for Creativity Support System

Competency-based Personnel Selection in Crowdsourcing using Fuzzy MCDM Approach

Health-Related Hot Topic Detection in Online Communities Using Text Clustering

Task-oriented Talent Selection in Crowdsourcing

Multi-level Grey Evaluation for Competence of Knowledge Worker

Task-Oriented Capability Requirement Analysis Using an Ontology-Based Case Reasoning Method

An Evaluation Method of Knowledge Workers' Competence Based on Triangular Fuzzy Number and AHP Algorithm

研究方向