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Table of Contents
Intro
Preface
Organization
Contents
Mental Well-being and E-Health
Well-Being of Hong Kong DSE Students in the Post-COVID-19 Age: Opportunities and Challenges for Mental Health Education and Promotion
1 Introduction
2 Literature Review
2.1 HKDSE as a High-Stakes System and its Impact on DSE Students' Mental Health
2.2 Mental Health Promotion in an Educational and Communal Settings
2.3 Class Suspensions and Resumptions Since Early 2020 and HKDSE Arrangements in 2020, 2021 and 2022
3 Existing and Potential Challenges to DSE Student's Well-Being and Mental Health Education and Promotion in Hong Kong
3.1 Realization of Cultural Heritage Culture: East Asian Educational Model
3.2 HKDSE Must go on in the Pandemic: Well-Being or Personal Prospects Matter?
3.3 Unsystematic and Fragmented Mental Health Education Implementation in the Formal Curriculum
4 Implication and Recommendation
4.1 New Policy Initiative in Education: Mental Health Education Curriculum
4.2 New Policy Initiative in Community: Localized Whole-of-Society Approach to Manage Children and Youth Mental Health
5 Concluding Remarks
References
Important Features Associated with Depression Prediction and Explainable AI
1 Introduction
2 Literature Review
3 Methodology
3.1 Dataset Description
3.2 Pre-processing Steps
3.3 Machine Learning Models
3.4 Feature Importance and Model Explainability
4 Results and Analysis
5 Conclusion
References
Mental Health Monitoring at Work: IoT Solutions and Privacy Concerns
1 Introduction
2 Research Approach
3 IoT Solutions for Mental Health Monitoring
4 Employees' Privacy Concerns
5 Conclusion
References
Design and Development of an NLP-Based Mental Health Pre-screening Tool for Undergraduate Students in Thailand: A Usability Study
1 Introduction
2 An NLP-Based Mental Health Screening Tool
2.1 Overview
2.2 Implementation of an NLP Model
3 Features of 'WELLO'
4 Method: Experimental Set-Up and Procedures
5 Results
5.1 Questionnaires
5.2 Interview
5.3 Observation
6 Discussion
7 Conclusion
References
Social Media and Well-being
Thinspiration Inspired by K-pop: A Comparison of K-pop Related Thinspiration Imagery and Texts to Regular Thinspiration Content on Tumblr
1 Introduction
2 Related Work
2.1 Thinspiration
2.2 K-Pop
2.3 Studies on Eating Disorders on Tumblr
3 Research Methodology
3.1 Collection of Data
3.2 Image Analysis
3.3 Text Analysis
3.4 Content Analysis
4 Results
4.1 Automatic Analysis of Texts and Images
4.2 Content Analysis
5 Discussion
6 Conclusion
References
Mental Health Communication on Social Media in India: Current Status and Predictors
Preface
Organization
Contents
Mental Well-being and E-Health
Well-Being of Hong Kong DSE Students in the Post-COVID-19 Age: Opportunities and Challenges for Mental Health Education and Promotion
1 Introduction
2 Literature Review
2.1 HKDSE as a High-Stakes System and its Impact on DSE Students' Mental Health
2.2 Mental Health Promotion in an Educational and Communal Settings
2.3 Class Suspensions and Resumptions Since Early 2020 and HKDSE Arrangements in 2020, 2021 and 2022
3 Existing and Potential Challenges to DSE Student's Well-Being and Mental Health Education and Promotion in Hong Kong
3.1 Realization of Cultural Heritage Culture: East Asian Educational Model
3.2 HKDSE Must go on in the Pandemic: Well-Being or Personal Prospects Matter?
3.3 Unsystematic and Fragmented Mental Health Education Implementation in the Formal Curriculum
4 Implication and Recommendation
4.1 New Policy Initiative in Education: Mental Health Education Curriculum
4.2 New Policy Initiative in Community: Localized Whole-of-Society Approach to Manage Children and Youth Mental Health
5 Concluding Remarks
References
Important Features Associated with Depression Prediction and Explainable AI
1 Introduction
2 Literature Review
3 Methodology
3.1 Dataset Description
3.2 Pre-processing Steps
3.3 Machine Learning Models
3.4 Feature Importance and Model Explainability
4 Results and Analysis
5 Conclusion
References
Mental Health Monitoring at Work: IoT Solutions and Privacy Concerns
1 Introduction
2 Research Approach
3 IoT Solutions for Mental Health Monitoring
4 Employees' Privacy Concerns
5 Conclusion
References
Design and Development of an NLP-Based Mental Health Pre-screening Tool for Undergraduate Students in Thailand: A Usability Study
1 Introduction
2 An NLP-Based Mental Health Screening Tool
2.1 Overview
2.2 Implementation of an NLP Model
3 Features of 'WELLO'
4 Method: Experimental Set-Up and Procedures
5 Results
5.1 Questionnaires
5.2 Interview
5.3 Observation
6 Discussion
7 Conclusion
References
Social Media and Well-being
Thinspiration Inspired by K-pop: A Comparison of K-pop Related Thinspiration Imagery and Texts to Regular Thinspiration Content on Tumblr
1 Introduction
2 Related Work
2.1 Thinspiration
2.2 K-Pop
2.3 Studies on Eating Disorders on Tumblr
3 Research Methodology
3.1 Collection of Data
3.2 Image Analysis
3.3 Text Analysis
3.4 Content Analysis
4 Results
4.1 Automatic Analysis of Texts and Images
4.2 Content Analysis
5 Discussion
6 Conclusion
References
Mental Health Communication on Social Media in India: Current Status and Predictors