Human Interface and the Management of Information

Name: Human Interface and the Management of Information | Thematic Area, HIMI 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Washington, DC, USA, June 29-July 4, 2024, Proceedings, Part II
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Thematic Area, HIMI 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Washington, DC, USA, June 29-July 4, 2024, Proceedings, Part II

Hirohiko Mori Yumi Asahi(Herausgeber*in)

Springer (Verlag)

Erschienen am 31. Mai 2024

XXI, 337 Seiten

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978-3-031-60114-9 (ISBN)

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Inhalt

Intro
Foreword
HCI International 2024 Thematic Areas and Affiliated Conferences
List of Conference Proceedings Volumes Appearing Before the Conference
Preface
Human Interface and the Management of Information Thematic Area (HIMI 2024)
HCI International 2025 Conference
Contents - Part II
Data Visualization
Bridging Understanding: A Multi-year Study of the Effect of Aesthetics, Usability and User Domain Knowledge on Interpreting Scientific Visualization
1 Introduction
2 Background
2.1 Related Research
3 Method: Atomization Spray Visualization
3.1 Visualization Description
3.2 Research Questions
3.3 Participants
3.4 Experimental Treatments
4 Results: Atomization Spray Visualization
5 Method: Deflagration to Detonation Visualization
5.1 Visualization Description
5.2 Research Questions
5.3 Participants
5.4 Experimental Treatments
6 Results and Conclusions: Deflagration to Detonation Visualization
References
Visualization and Interpretation of Latent Space in Deep Learning
1 Introduction
2 Deep Classification Model
3 Learning Dynamics of Feature Extractors and Classifiers
4 Towards Better Understanding of CNNs: Visualizing the Latent Spaces
5 Conclusions
References
Events Remembering Support Via Character Relationships' Visualization of Novels
1 Introduction
2 Related Work
2.1 Extraction of Characters' Relationships from Texts
2.2 Support for Understanding Text Content
3 Proposed Interface
3.1 Overview of the Proposed Interface
3.2 Characters' Relationships Visualization Procedure
3.3 Extraction of Characters from a Novel Text
3.4 Extraction of Characters' Relationships
3.5 Arrangement of Characters
3.6 Functions on the User Interface
4 Evaluation Experiments
4.1 Experimental Procedures
4.2 Used Novel Texts and Prepared Quizzes
4.3 Evaluation Method
4.4 Experimental Results
5 Discussion
5.1 Consideration of Average Correct Answer Rate by Question Type
5.2 Effect of Novel Genre
6 Conclusion
References
Generative Artificial Intelligence for the Visualization of Source Code as Comics
1 Introduction
2 Related Work
2.1 Generative AI
2.2 Code Comics
3 Generation of Comics for Visualizing Source Code
3.1 Prompt Design
3.2 Comics Generation
3.3 Study
3.4 Results
4 Discussion
4.1 Code Comic Generation
4.2 Limitations
5 Conclusions and Future Work
References
Analysis of Relationships Between Suicide and Time of Life and Lifestyle Behaviors in Japan Before and After the COVID-19 Pandemic and Use of Generative AI for EBPM
1 Introduction
1.1 Study Motivation
1.2 Previous Studies
1.3 Study Aim
2 Data
2.1 Suicide Data
2.2 Lifestyle Behavior Data and Linear Models
3 Analysis
3.1 Visualization
3.2 Lenear Model
3.3 ChatGPT
4 Concluding Remarks and Future Studies
References
The Linked Microposter Plots Family as New Means for the Visualization of Eye Tracking Data
1 Introduction
2 Eye Tracking Data and Visualization
2.1 Data
2.2 Visualization
3 The Development of Linked Microposter Plots
4 Linked Microposter Plots Construction
5 Linked Microposter Plots Interpretation
6 Linked Timeline Microposter Plots and Linked Scanpath Microposter Plots
6.1 Linked Timeline Microposter Plots
6.2 Linked Scanpath Microposter Plots
7 Visualization with the EyeTrackR R Package
8 Conclusion and Future Work
References
Visualization of ESG-Related Information in Integrated Reports Using Text Mining and Usefulness as Teaching Material
1 Introduction
2 Analytical Method
2.1 Jaccard Coefficient
2.2 Tools Used in Analysis
2.3 Preprocessing
3 Analysis Procedure
3.1 Analysis Data
3.2 Analysis Process
3.3 Visualization/Analysis
4 Results
5 Survey
6 Conclusion and Future Works
References
Analysis of Feedback in Error Visualization Systems Using Thinking Aloud Protocol
1 Introduction
2 Error Visualization
3 Proposed Analysis Method
3.1 Thinking-Aloud Protocol
3.2 Speech-Based Analysis Methods
4 Evaluation Experiment
4.1 Evaluation Experimental Method
4.2 EBPP System
5 Analysis Results
5.1 Feedback Analysis Results
5.2 Consideration of the Causes of the Results
6 Proposed Method
7 Related Research on EBS
7.1 Research on Reliability
7.2 Research on Suggestiveness
8 Conclusion
References
Predicting the Risk of Bicycle Theft Occurrence Considering Routine Activity Theory and Spatial Correlation
1 Background
2 Methods
3 Materials
3.1 Households
3.2 Nearby Facilities
3.3 Human Dynamics
4 Results
5 Discussion
References
Visualization of Software Development Provenance
1 Introduction
2 Provenance
2.1 Using and Analyzing Provenance
2.2 Provenance Visualization
3 Provenance of Software Development Processes
3.1 Provenance for git Repositories
3.2 GitLab2PROV Example
4 Visualizations of Software Engineering Provenance
4.1 Graph Visualization
4.2 Metrics Visualization
4.3 Time-Oriented Visualization
4.4 Task-Oriented, Work Process-Oriented, and Hierarchy-Oriented Visualization
4.5 Interactive Interfaces
5 Related Work
6 Conclusion and Future Work
References
Escaping Flatland: Graphics, Dimensionality, and Human Perception
References
Before and After COVID-19 Outbreak Using Variance Representation Comparative Analysis of Newspaper Articles on the Travel Hotel Industry
1 Introduction
2 Principle
2.1 NMF Latent Semantic Analysis
2.2 Hierarchical Clustering
2.3 BERT Text Classification
3 Analytical Methods
3.1 NMF Latent Semantic Analysis and Hierarchical Clustering Are Performed by the Following Procedure
3.2 BERT Text Classification
4 Experiment
4.1 Data Summary
4.2 NMF Latent Semantic Analysis
4.3 Hierarchical Clustering
4.4 Result
5 In Conclusion
References
Research on the Effects of Multi-visual Coding in Geographic Information Visualization
1 Introduction
2 Method
2.1 Subjects
2.2 Design and Materials
2.3 Procedure
3 Results
3.1 The Quantity in Multi-Visual Coding
3.2 One-Attribute Coding Forms
3.3 Two-Attribute Coding Forms
3.4 Three-Attribute Coding Forms
3.5 Four-Attribute Coding Forms
4 Discussion
References
User Experience Design and Evaluation
Exploring the Behavior of Users "Training" Douyin's Personalized Recommendation Algorithm System in China
1 Introduction
2 Literature Review
2.1 Research on the Behavior of Algorithm Resistance
2.2 Research on the Behavior of Training Algorithms
2.3 TikTok as a Case Study
3 Research Methods
3.1 Recruiting Respondents
3.2 Participants
3.3 Collecting Data
3.4 Analyzing Data
3.5 Ethics Consideration
4 Results
4.1 RQ1: Motivations for Users Training TikTok Recommendation Algorithm
4.2 RQ2: Means of Users Training TikTok Personalized Recommendation Algorithm
4.3 RQ3: Perceptual Influencing Factors for Users Training TikTok Personalized Recommendation Algorithm
5 Discussion
5.1 Theoretical Implications
5.2 Methodological Implications
5.3 Practical Implications
5.4 Limitations and Future Work
6 Conclusion
References
Structural Equation Modeling for the Effect of Involvement on Consumer Engagement
1 Introduction
2 Development of Hypotheses and Conceptual Models
3 Structural Equation Modeling for the Effect of Involvement on Consumer Engagement
3.1 Second-Order Structural Equation Modeling
3.2 Structural Equation Modeling with Optimal Scaling
4 Data Analysis and Results
5 Concluding Remarks
A Nonlinear Principal Component Analysis
B The ALS Algorithm
References
A Qualitative Research Approach to Collect Insights of College Students Engaging in A University Social Responsibility Project with Augmented Reality
1 Introduction
2 Literature Review
2.1 SR, CSR, and USR
2.2 Empathy, Transformative Learning Theory, and Community Engagement
3 Research Context and Methodology
3.1 Participants
3.2 Interview
3.3 Data Analysis
4 Results
5 Discussion
References
A Case Study on AI System Evaluation from Users' Viewpoints
1 Introduction
1.1 Problem Definition
1.2 Proposed Approach
2 Model Development Based on Quality-in-Use Components
2.1 Quality-in-Use Model
2.2 Trust Development to Accept an AI System
2.3 Comprehensive Approach to Evaluate and Design Quality-in-Use Components of an AI System
3 Use Case Analysis
3.1 Outline of Autonomous Drone Service
3.2 Service Requirement Details
3.3 Connecting Service Requirements to Quality-in-Use Components
4 Conclusion
References
Exploring Connections Between Eye Movements and the Big Five Personality Traits
1 Background
1.1 The Role of Eye Tracking in Neuromarketing
1.2 How Personality Influences Observation Behavior
2 Objective
3 Method
3.1 Experiment Procedure
3.2 Information on Personality Traits (Big Five)
3.3 Eye Tracking
4 Analysis Methods
4.1 Data for Analysis
4.2 Eye Movement Features
4.3 Model Development
5 Results
5.1 Big Five Personality Traits
5.2 Impression Evaluation Data
5.3 Multiple Regression Analysis
5.4 Eye Movement Features Visualization
5.5 Binary Classification Analysis
6 Discussion
7 Summary
References
A Study of Factors Having Suicidal Thoughts in the Japanese
1 Introduction
1.1 Social Issues Related to Suicide in Japan
1.2 Q&A Site in Japan
1.3 Previous Studies on Yahoo! Chiebukuro
1.4 Purpose
2 Target Data and Analysis Method
2.1 Target Data
2.2 Software
2.3 Analysis Method
3 Co-occurrence Network Analysis Using Text Mining Software
3.1 Morphological Analysis
3.2 Jaccard Coefficient
3.3 Results of Co-occurrence Network Analysis
4 Visualization of Term Frequency as Time Series Data
4.1 TF (Term Frequency)
4.2 Six-Year Changes in TF Values
4.3 One-Year Changes in TF Values
4.4 24-h Changes in TF Values
5 Conclusion
5.1 Consideration
5.2 Future Tasks
References
Research on Situations in Which It is Difficult to Communicate What You Want to Say - Assertiveness from a Contextual Perspective
1 Introduction
1.1 Research Background
1.2 Purpose of Research
1.3 Previous Research
2 Investigation of Situations that People Are Reluctant to Communicate
2.1 Survey on Situations Where You Can't Communicate Someone Because They Seem Busy
2.2 Investigation of Different Thought Patterns and Assertion Tendencies Towards Different Individuals
2.3 Discussion on Hypotheses
3 Investigation on Factors Which Make People Feel Difficult to Communicate
3.1 Purpose
3.2 Method
3.3 Result and Analysis
3.4 Discussion
4 Conclusion
5 Future Work
References
Co-creation for Space Development: Case Studies of Student and Staff Collaborations in University Administration Space Proposals
1 Research Background
2 Purpose of the Research
2.1 Research Objective
2.2 Objective Summary
2.3 Methodology Summary
3 Research Method
3.1 Requests from the University Office
3.2 Requirements from the University Administration
3.3 Survey of Each Group Each Student Group Conducted Interviews with the Administrative Office
3.4 Examination of Design Requirements for Student Groups
3.5 Spatial Design from Student Groups
3.6 Feedback from the Secretariat on the Space Design Proposals from the Student Groups
4 Research Results
5 Future Challenges and Prospects
References
Model for Subjective Evaluation of Video Quality Considering User Perception of 5G Technology
1 Introduction
2 Related Works
3 Experiment and Survey
3.1 Overview of Experiment and Survey
3.2 Experimental Contents and Survey Items
4 Analysis
4.1 Basic Analysis
4.2 ML-SEM
5 Conclusion and Future Work
5.1 Conclusion
5.2 Future Work
References
Research on Factors Influencing Self-medication from UX Perspective
1 The Definition and Current Status of Self-medication
2 Comparison of the Medical Systems Background Between China and Japan
2.1 The Medical System in China
2.2 The Medical System in Japan
3 The Current Situation of Self-medication in China and Japan
3.1 The Phenomenon of Self-medication Is Widespread in China, But It Lacks Policy Support
3.2 Self-medication in Japan Is Supported by Relevant Policies
4 Worldwide Research on the Current Situation of Self-medication
5 Unexplored Areas in Past Research and the Significance of the Current Study
6 Experimental Method
6.1 Procedure
6.2 Analysis of the Reasons for Self-medication
6.3 Interaction Analysis with Pharmacists
7 Discussion
8 Conclusion and Future Work
References
Author Index

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