Wisdom, Well-Being, Win-Win: 19th International Conference, IConference 2024, Changchun, China, April 15-26, 2024, Proceedings, Part III
1st ed.. - Cham: Springer International Publishing AG, 2024
Online
Monographie, Elektronische Ressource
- 1 online resource (431 pages)
Ermittle Ausleihstatus...
Intro -- Preface -- Organization -- Contents - Part III -- Knowledge Management -- A Network Portrait Divergence Approach to Measure Science-Technology Linkages -- 1 Introduction -- 2 Related Research Work -- 2.1 Science-Technology Linkage Detection -- 2.2 Network Coupling Measurements -- 3 Research Framework and Methodology -- 3.1 Core Knowledge Meta-extraction and Knowledge Network Construction -- 3.2 Network Coupling Measure Based on Network Portrait Divergence -- 3.3 Science-Technology Interactive Pattern Recognition -- 4 Experimental Results -- 4.1 Data Sources -- 4.2 Core Knowledge Meta-extraction -- 4.3 Scientific-Technical Knowledge Network Construction -- 4.4 Measurement of Coupled Scientific-Technical Knowledge Networks -- 4.5 Verifying Network Coupling Calculation Algorithms -- 5 Discussion and Conclusion -- 5.1 Theoretical and Practical Implications -- 5.2 Limitations and Future Research -- References -- Data Augmentation on Problem and Method Sentence Classification Task in Scientific Paper: A Mechanism Analysis Study -- 1 Introduction -- 2 Data Augmenters for Text Classification -- 3 Experimental Details -- 3.1 Sentence Definition -- 3.2 Dataset Preparation -- 3.3 Baseline and Data Augmenters Selection -- 3.4 Parameter Setting -- 3.5 Evaluation Metrics -- 4 Experimental Results -- 4.1 Experimental Results on Two Datasets -- 4.2 Experimental Result on Datasets with Different Samples -- 4.3 Attention Value Analysis of Data Augmenters -- 5 Conclusion -- References -- Key Factors of Government Knowledge Base Adoption in First-, Second- and Third-Tier Cities in China -- 1 Introduction -- 2 Literature Review -- 2.1 Government Knowledge Base -- 2.2 Technology Adoption and Diffusion Models -- 3 Research Context -- 4 Research Model and Hypotheses -- 5 Model Validation and Data Analysis -- 5.1 Questionnaire and Sampling Procedure.
5.2 Data Collection and Descriptive Analysis -- 5.3 Model Analysis -- 6 Discussion -- 7 Conclusion -- APPENDIX A. Descriptive Analysis of the Respondents -- APPENDIX B. Results of Construct Reliability and Validity -- APPENDIX C. Results of Fornell-Larcker Criterion -- APPENDIX D. Results of Heterotrait-Monotrait Ratio (HTMT) -- References -- Beliefs, Values and Emotions in Education Practitioners' Engagements with Learning Analytics in Higher Education -- 1 Introduction and Literature Review -- 2 Theoretical Framework: Values, Beliefs and Emotions -- 3 Methodology -- 4 Findings and Discussion -- 4.1 Recognizing the Potential and Staying Away from the Hype -- 4.2 The Importance of Looking Beyond the Data and Prioritizing Meaningful Teacher-Student Relationships. -- 4.3 Responsible Use of Technology and Resources -- 5 Conclusion -- References -- Information Science Education -- Promoting Academic Integrity Through Gamification: Testing the Effectiveness of a 3D Immersive Video Game -- 1 Introduction -- 2 Methodology -- 2.1 Game Design -- 2.2 Interview Process -- 3 Results -- 3.1 Game Design Features -- 3.2 Academic Knowledge -- 3.3 Usability -- 4 Discussion and Implications -- References -- Information Governance and Ethics -- Are We Practicing What We Preach? Towards Greater Transborder Inclusivity in Information Science Systematic Reviews -- 1 Introduction -- 1.1 Overview -- 1.2 Issues in Transborder Research Inclusiveness -- 1.3 Aim -- 2 Case Study -- 2.1 A Modified PRISMA Approach: Identifying, Obtaining, and Screening Titles for Analysis -- 2.2 Unequal Access -- 2.3 Scopus and the InfoSci Subject Limiter -- 2.4 Uniqueness of A& -- I Results -- 3 Discussion -- 3.1 Discussion Overview -- 3.2 Barriers to Transborder Inclusivity for SRs -- 3.3 Open Access -- 3.4 Limitations -- 4 Conclusion -- References.
Who Gets Left Behind in the Push for Smart Cities? Insights from Marginalized Communities -- 1 Introduction -- 2 Background -- 2.1 Privacy Concerns in Smart Cities -- 2.2 Increased Risk of Harms for Marginalized Communities -- 3 Method -- 3.1 Procedure -- 3.2 Data Analysis -- 4 Findings -- 4.1 RQ1: Barriers to Engagement in Smart City Initiatives -- 4.2 RQ2: Residents Highlight Key Needs for Smart City Engagement -- 5 Discussion -- 6 Conclusion -- References -- Enhancing Ethical Governance of Artificial Intelligence Through Dynamic Feedback Mechanism -- 1 Introduction -- 2 The Status of Global AI Ethical Governance -- 2.1 AI Governance Policy -- 2.2 AI Regulatory Practice -- 3 Theoretical Practice of AI Ethical Governance -- 3.1 AI Ethical Governance Frameworks -- 3.2 AI Ethical Supervision and Evaluation Procedures -- 3.3 AI Moral Learning Program Design -- 4 The Proposed Framework -- 4.1 Theoretical Guidance -- 4.2 Construction of Legislative System -- 4.3 Technology Governance System -- 4.4 AI Ethical Governance Framework -- 5 Conclusions -- References -- Health Informatics -- Digital Footprints of Distress: An Analysis of Mental Health Search Patterns Across Socioeconomic Spectrums in Alabama Counties -- 1 Introduction -- 2 Online Search for Mental Health -- 3 Method -- 3.1 Data -- 3.2 Socioeconomic Ranking for Counties -- 3.3 Data Analysis -- 4 Preliminary Results -- 5 Discussion, Implications, and Future Research -- Appendix A -- References -- Exploring Media Framing of the Monkeypox Pandemic in Mainstream and Social Media: A Framing Theory Analysis -- 1 Background -- 2 Introduction -- 3 Literature Review -- 3.1 Framing of Situations -- 3.2 Framing of Attributes -- 3.3 Framing of Actions -- 3.4 Framing of Issues -- 3.5 Framing of Risky Choices -- 3.6 Framing of News -- 4 Method -- 4.1 Data Collection -- 4.2 Selection Criteria.
4.3 Content Coding -- 5 Reliability Test -- 6 Result -- 7 Media Review Framing Analysis (Partial Content) -- 8 Discussion and Conclusion -- References -- Prediction and Analysis of Multiple Causes of Mental Health Problems Based on Machine Learning -- 1 Introduction -- 2 Related Work -- 3 Experiments -- 3.1 Data Collection and Processing -- 3.2 Experimental Procedure -- 4 Research Implications -- 4.1 Theoretical Implications -- 4.2 Practical Implications -- 5 Conclusions -- References -- Automated Compliance Analysis on Clinical Notes to Improve Cancer Lifestyle Management -- 1 Background -- 1.1 Introduction -- 1.2 Research Questions -- 1.3 Related Literature -- 2 Methodology -- 2.1 Data and Material -- 2.2 The Automatic Compliance Analysis Method -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Navigating Health Information: Understanding Conflicting Adoption Mechanisms and Cognitive-Behavioral Paradoxes from the Patient's Lens -- 1 Introduction -- 2 Pilot Study -- 3 Empirical Overview -- 3.1 Study One: Patients' Conflicting Health Information Adoption Processes Experimental Methods -- 3.2 Study Two: An Empirical Analysis of Cognitive-Behavioral Paradoxes in Patients' Adoption of Conflicting Health Information -- 3.3 Study Three: An Analysis of the Causes of the Cognitive-Behavioral Paradox in the Adoption of Conflicting Health Information by Patients -- 4 Discussion and Influence -- 5 Limitations and Future Research Directions -- References -- Human-AI Collaboration -- Does AI Fit? Applying Social Actor Dimensions to AI -- 1 Introduction -- 2 Background -- 2.1 AI -- 2.2 From Users to Social Actors -- 3 Methods -- 4 Findings -- 4.1 Affiliations -- 4.2 Environments -- 4.3 Interactions -- 4.4 Identities -- 4.5 Summary of Social Actor Dimensions -- 4.6 Data Visualization -- 5 Discussion -- 6 Conclusion -- References.
Understandability: The Hidden Barrier and the Last Yard to Information Accessibility -- 1 Introduction -- 2 Information Accessibility, Course Materials, and the Understandability Challenge -- 3 Understandability in Policies, Standards and Academic Literature -- 4 Reflections and Suggestions -- 5 Conclusion -- References -- Differences in Knowledge Adoption Among Task Types in Human-AI Collaboration Under the Chronic Disease Prevention Scenario -- 1 Introduction -- 2 Literature Review -- 2.1 Task Types -- 2.2 Human-AI Collaboration -- 2.3 Knowledge Adoption -- 3 Methodology -- 3.1 Participants and Sampling -- 3.2 AI System -- 3.3 Procedures -- 3.4 Measures -- 4 Results -- 4.1 Efficiency of Knowledge Adoption -- 4.2 Effectiveness of Knowledge Adoption -- 5 Discussion -- 5.1 Findings -- 5.2 Implications -- 6 Conclusion -- References -- Influence of AI's Uncertainty in the Dawid-Skene Aggregation for Human-AI Crowdsourcing -- 1 Introduction -- 2 Related Work -- 2.1 Extensions of the Dawid-Skene Model -- 2.2 Human-AI Collaboration in Crowdsourcing -- 3 Methods -- 3.1 Problem Definition -- 3.2 Dawid-Skene Model -- 3.3 The Baseline and Probability-Aware Models -- 4 Experiment -- 4.1 Datasets -- 4.2 AI Workers -- 4.3 Result -- 5 Detailed Analysis and Discussion -- 6 Conclusion -- References -- Heuristic Intervention for Algorithmic Literacy: From the Perspective of Algorithmic Awareness and Knowledge -- 1 Introduction -- 2 Related Works -- 2.1 Algorithmic Literacy -- 2.2 Intervention for Algorithm-Related Topics -- 3 Intervention and Experiment Design -- 3.1 Heuristic Intervention Design -- 3.2 Experiment Design -- 3.3 Manipulation and Measurement -- 4 Data Analysis and Results -- 4.1 RQ1: Heuristic Interventions'Effect on Algorithmic Awareness and Knowledge -- 4.2 RQ2: Analysis of the Influence of Algorithmic Knowledge on Algorithmic Awareness.
Titel: |
Wisdom, Well-Being, Win-Win: 19th International Conference, IConference 2024, Changchun, China, April 15-26, 2024, Proceedings, Part III
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Autor/in / Beteiligte Person: | Sserwanga, Isaac ; Joho, Hideo ; Ma, Jie ; Hansen, Preben ; Wu, Dan ; Koizumi, Masanori ; Gilliland, Anne J. |
Lokaler Link: | |
Verwandtes Werk: | |
Ausgabe: | 1st ed. |
Veröffentlichung: | Cham: Springer International Publishing AG, 2024 |
Medientyp: | Monographie |
Datenträgertyp: | Elektronische Ressource |
Umfang: | 1 online resource (431 pages) |
ISBN: | 3-031-57867-8 |
Sonstiges: |
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