helpResearch questionLearning Support Methods, Factors, and Experience Impact
How does technical accuracy in AI training lead to hidden labor and poor working conditions?Direction: Education, Training, and Skill Development
Learning Support Methods, Factors, and Experience Impact
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48
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2025
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48 items
helpResearch questionLearning Support Methods, Factors, and Experience Impact
How does 'precision labor' (describing hidden labor) construct performative accuracy in practice?helpResearch questionLearning Support Methods, Factors, and Experience Impact
How does excessive pursuit of technical accuracy affect AI model performance and workers' rights?lightbulbPractical problemLearning Support Methods, Factors, and Experience Impact
AI training workers endure high-intensity labor and face oppression of their rights.helpResearch questionLearning Support Methods, Factors, and Experience Impact
Which everyday activities are suitable for embedding interoceptive awareness (IA) interventions?helpResearch questionLearning Support Methods, Factors, and Experience Impact
What are the characteristics of these activities?helpResearch questionLearning Support Methods, Factors, and Experience Impact
How can intervention tools align with young women's life contexts?lightbulbPractical problemLearning Support Methods, Factors, and Experience Impact
Existing IA training tools fail to closely integrate with users' real-life contexts.helpResearch questionLearning Support Methods, Factors, and Experience Impact
In federated learning across multi-device environments, how can random data exchange mitigate data and system heterogeneity?helpResearch questionLearning Support Methods, Factors, and Experience Impact
How can data distribution and device compute capability be optimized to improve model performance and training efficiency?helpResearch questionLearning Support Methods, Factors, and Experience Impact
Can ShuffleFL's random data exchange mechanism improve federated learning efficiency without significantly increasing communication cost?lightbulbPractical problemLearning Support Methods, Factors, and Experience Impact
In multi-device environments, device asynchrony and uneven data distribution reduce federated learning efficiency.helpResearch questionLearning Support Methods, Factors, and Experience Impact
How do digital notifications (e.g., pop-ups and alerts) affect reading behavior and reading outcomes?UbiComp '24Digital Distractions in Reading: Investigating Impact of Cognitive Control Training on Reading Behavior and Outcomes
helpResearch questionLearning Support Methods, Factors, and Experience Impact
Can cognitive control training improve reading comprehension under distraction?UbiComp '24Digital Distractions in Reading: Investigating Impact of Cognitive Control Training on Reading Behavior and Outcomes
helpResearch questionLearning Support Methods, Factors, and Experience Impact
Can deep learning models effectively predict users' levels of distraction, reading comprehension, and frustration?UbiComp '24Digital Distractions in Reading: Investigating Impact of Cognitive Control Training on Reading Behavior and Outcomes
lightbulbPractical problemLearning Support Methods, Factors, and Experience Impact
Digital notifications severely disrupt users' reading and learning efficiency.UbiComp '24Digital Distractions in Reading: Investigating Impact of Cognitive Control Training on Reading Behavior and Outcomes
helpResearch questionLearning Support Methods, Factors, and Experience Impact
How can cognitive load be reduced when users switch between viewing timestamps and document content?helpResearch questionLearning Support Methods, Factors, and Experience Impact
How can seamless interaction between video and document content be achieved while improving navigation efficiency?helpResearch questionLearning Support Methods, Factors, and Experience Impact
What role can OCR play in video-document synchronization to improve content access efficiency?lightbulbPractical problemLearning Support Methods, Factors, and Experience Impact
Users inefficiently switch between videos and lecture notes when taking online courses.helpResearch questionLearning Support Methods, Factors, and Experience Impact
How can paper materials be combined with touchscreen devices to achieve haptic interaction design?helpResearch questionLearning Support Methods, Factors, and Experience Impact
Can paper switches effectively trigger touch events on unmodified touchscreen hardware?helpResearch questionLearning Support Methods, Factors, and Experience Impact
Which educational and entertainment application scenarios can paper craft-based interaction design support?lightbulbPractical problemLearning Support Methods, Factors, and Experience Impact
Users need low-cost, easy-to-make interaction design solutions compatible with touchscreen devices.helpResearch questionLearning Support Methods, Factors, and Experience Impact
Can audio icons (earcons) improve user experience of voice navigation in nonlinear video?CUI '23Exploring Audio Icons for Content-Based Navigation in Voice User Interfaces
helpResearch questionLearning Support Methods, Factors, and Experience Impact
Which navigation approach is more efficient: content-based audio icons or time-based audio icons?CUI '23Exploring Audio Icons for Content-Based Navigation in Voice User Interfaces
helpResearch questionLearning Support Methods, Factors, and Experience Impact
What cognitive challenges do users face when using audio icons for voice navigation?CUI '23Exploring Audio Icons for Content-Based Navigation in Voice User Interfaces
lightbulbPractical problemLearning Support Methods, Factors, and Experience Impact
Users experience low efficiency and cumbersome voice navigation when watching complex instructional videos.CUI '23Exploring Audio Icons for Content-Based Navigation in Voice User Interfaces
helpResearch questionLearning Support Methods, Factors, and Experience Impact
How can deep learning super-resolution restore low-resolution images on capacitive touchscreens and support existing marker detection algorithms?helpResearch questionLearning Support Methods, Factors, and Experience Impact
How can deep learning generative adversarial networks (GANs) improve marker detection accuracy and efficiency under low resolution?helpResearch questionLearning Support Methods, Factors, and Experience Impact
Can a novel super-resolution model be designed without extensive data collection and retraining to adapt to different markers?lightbulbPractical problemLearning Support Methods, Factors, and Experience Impact
Insufficient capacitive screen resolution makes markers too large, affecting touchscreen interaction experience.helpResearch questionLearning Support Methods, Factors, and Experience Impact
How does AI training affect professional Go players' technical level and psychological state?helpResearch questionLearning Support Methods, Factors, and Experience Impact
Has the rise of Go AI led performance differences among players to depend more on training time than personal creativity?helpResearch questionLearning Support Methods, Factors, and Experience Impact
How do performance differences across age groups manifest for professional Go players in AI-driven training environments?lightbulbPractical problemLearning Support Methods, Factors, and Experience Impact
Professional Go players face challenges adapting to AI training environments, potentially affecting creativity and competitive differences.helpResearch questionLearning Support Methods, Factors, and Experience Impact
How can a smartphone-based system be designed for automated interpretation of rapid diagnostic tests (RDTs)?UbiComp '21The Design and Evaluation of a Mobile System for Rapid Diagnostic Test Interpretation (Design and Evaluation of an Automated Interpretation System for Rapid Diagnostic Tests Based on Mobile Devices)
helpResearch questionLearning Support Methods, Factors, and Experience Impact
Can this system provide diagnostic accuracy comparable to healthcare professionals across environments and devices?UbiComp '21The Design and Evaluation of a Mobile System for Rapid Diagnostic Test Interpretation (Design and Evaluation of an Automated Interpretation System for Rapid Diagnostic Tests Based on Mobile Devices)
helpResearch questionLearning Support Methods, Factors, and Experience Impact
How can this system be quickly configured and adapted to support emerging RDT designs without large-scale training data?UbiComp '21The Design and Evaluation of a Mobile System for Rapid Diagnostic Test Interpretation (Design and Evaluation of an Automated Interpretation System for Rapid Diagnostic Tests Based on Mobile Devices)
lightbulbPractical problemLearning Support Methods, Factors, and Experience Impact
Visual interpretation of RDTs is error-prone, limiting accurate diagnosis and disease monitoring.UbiComp '21The Design and Evaluation of a Mobile System for Rapid Diagnostic Test Interpretation (Design and Evaluation of an Automated Interpretation System for Rapid Diagnostic Tests Based on Mobile Devices)
helpResearch questionLearning Support Methods, Factors, and Experience Impact
How do college students' behaviors in handling instant message notifications during class affect academic performance?UbiComp '21Beneficial Neglect: Instant Message Notification Handling Behaviors and Academic Performance
helpResearch questionLearning Support Methods, Factors, and Experience Impact
Does ignoring notifications (intentional neglect behavior) have a positive impact on academic performance?UbiComp '21Beneficial Neglect: Instant Message Notification Handling Behaviors and Academic Performance
helpResearch questionLearning Support Methods, Factors, and Experience Impact
How do short, high-frequency notification handling and prolonged notification use differ in their impact on academic performance?UbiComp '21Beneficial Neglect: Instant Message Notification Handling Behaviors and Academic Performance
lightbulbPractical problemLearning Support Methods, Factors, and Experience Impact
Students are constantly interrupted by phone notifications in class, leading to declining grades.UbiComp '21Beneficial Neglect: Instant Message Notification Handling Behaviors and Academic Performance
helpResearch questionLearning Support Methods, Factors, and Experience Impact
Which specific platforms do US job seekers choose when searching for work online?helpResearch questionLearning Support Methods, Factors, and Experience Impact
Is online platform use associated with job seekers' socioeconomic factors such as income and education level?helpResearch questionLearning Support Methods, Factors, and Experience Impact
What roles do Q&A platforms (e.g., Glassdoor, Reddit) play for high-income job seekers?lightbulbPractical problemLearning Support Methods, Factors, and Experience Impact
Low-income job seekers face technical and resource barriers when using online platforms to search for work.Related papers
CHI 2025
The Making of Performative Accuracy in AI Training: Precision Labor and Its Consequences
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Identifying Opportunities and Envisioning Ecological Momentary Interoceptive Awareness Interventions With Young Women
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How AI-Based Training Affected Performance of Professional Go Players
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