Direction: Sensing, Recognition, and Security

Physiological Signal-Based Adaptive Interaction

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helpResearch questionPhysiological Signal-Based Adaptive Interaction

How can multi-device compatibility between smartwatches and smartphones optimize user experience and feature use?

UbiComp '22AudioBuddy: Using Sound Sensors to Support Sound Sensitivity Awareness in Autistic Individuals

lightbulbPractical problemPhysiological Signal-Based Adaptive Interaction

Autistic individuals have difficulty controlling emotions in sound-sensitive situations, affecting learning and social interaction.

UbiComp '22AudioBuddy: Using Sound Sensors to Support Sound Sensitivity Awareness in Autistic Individuals

helpResearch questionPhysiological Signal-Based Adaptive Interaction

How can automated neural architecture search optimize deep neural networks to improve emotion and stress detection classification performance?

UbiComp '21StressNAS: Affect State and Stress Detection Using Neural Architecture Search

helpResearch questionPhysiological Signal-Based Adaptive Interaction

How can multimodal physiological signals (e.g., blood volume pulse, electrodermal activity) be effectively preprocessed and integrated into stress state detection?

UbiComp '21StressNAS: Affect State and Stress Detection Using Neural Architecture Search

helpResearch questionPhysiological Signal-Based Adaptive Interaction

Compared to traditional ML and hand-designed deep neural networks, how much performance improvement do automatically generated networks achieve in stress detection?

UbiComp '21StressNAS: Affect State and Stress Detection Using Neural Architecture Search

lightbulbPractical problemPhysiological Signal-Based Adaptive Interaction

Users struggle to obtain efficient, accurate stress detection tools with traditional methods.

UbiComp '21StressNAS: Affect State and Stress Detection Using Neural Architecture Search

helpResearch questionPhysiological Signal-Based Adaptive Interaction

Can wearable devices distinguish baseline states, physical stress, and psychosocial stress?

UbiComp '21In Search of Harmful Stress

helpResearch questionPhysiological Signal-Based Adaptive Interaction

How can extreme gradient boosting algorithms improve the accuracy of stress classification?

UbiComp '21In Search of Harmful Stress

helpResearch questionPhysiological Signal-Based Adaptive Interaction

Which physiological signal features are most important for fine-grained discrimination of stress types?

UbiComp '21In Search of Harmful Stress

lightbulbPractical problemPhysiological Signal-Based Adaptive Interaction

Users cannot monitor harmful chronic stress through convenient devices, making timely intervention difficult.

UbiComp '21In Search of Harmful Stress

helpResearch questionPhysiological Signal-Based Adaptive Interaction

Can smartphone sensors effectively detect impostor syndrome (self-doubt about one's abilities or achievements) in high-achieving college students?

UbiComp '21Fullproof: Towards the Detection of Impostor Syndrome Using Smartphone Sensors

helpResearch questionPhysiological Signal-Based Adaptive Interaction

Which behavioral features (e.g., social avoidance, sense of obligation, and unease) are most associated with impostor syndrome?

UbiComp '21Fullproof: Towards the Detection of Impostor Syndrome Using Smartphone Sensors

helpResearch questionPhysiological Signal-Based Adaptive Interaction

Can sensor data effectively predict the association between psychological stress and impostor syndrome?

UbiComp '21Fullproof: Towards the Detection of Impostor Syndrome Using Smartphone Sensors

lightbulbPractical problemPhysiological Signal-Based Adaptive Interaction

High-achieving college students often fail to recognize their impostor syndrome, leading to psychological stress and academic problems.

UbiComp '21Fullproof: Towards the Detection of Impostor Syndrome Using Smartphone Sensors

helpResearch questionPhysiological Signal-Based Adaptive Interaction

How can a smart glasses platform be designed to non-contactly measure psychophysiological data in dynamic environments?

UbiComp '21Captivates: A Smart Eyeglass Platform for Across-Context Physiological Measurement

helpResearch questionPhysiological Signal-Based Adaptive Interaction

Can temperature measurements at the nose bridge and temples, blink detection, and head movement tracking effectively reflect users' psychological states?

UbiComp '21Captivates: A Smart Eyeglass Platform for Across-Context Physiological Measurement

helpResearch questionPhysiological Signal-Based Adaptive Interaction

Can an open sensor integration system provide high-quality, scalable data for field psychophysiological research?

UbiComp '21Captivates: A Smart Eyeglass Platform for Across-Context Physiological Measurement

lightbulbPractical problemPhysiological Signal-Based Adaptive Interaction

Laboratory psychophysiological measurements are difficult to extend to complex real-world environments.

UbiComp '21Captivates: A Smart Eyeglass Platform for Across-Context Physiological Measurement

helpResearch questionPhysiological Signal-Based Adaptive Interaction

How is automated stress tracking technology actually used in users' daily lives?

CHI '21Data Engagement Reconsidered: A Study of Automatic Stress TrackingTechnology in Use

helpResearch questionPhysiological Signal-Based Adaptive Interaction

What major challenges exist in users' interaction with stress tracking data, and what causes them?

CHI '21Data Engagement Reconsidered: A Study of Automatic Stress TrackingTechnology in Use

helpResearch questionPhysiological Signal-Based Adaptive Interaction

How can stress tracking devices be optimized to enhance users' real-time data engagement and understanding?

CHI '21Data Engagement Reconsidered: A Study of Automatic Stress TrackingTechnology in Use

lightbulbPractical problemPhysiological Signal-Based Adaptive Interaction

Users struggle to engage with and understand stress tracking data in real time.

CHI '21Data Engagement Reconsidered: A Study of Automatic Stress TrackingTechnology in Use

helpResearch questionPhysiological Signal-Based Adaptive Interaction

Can multilayer textile sensors achieve high-precision touch and object recognition by combining multiple sensing technologies?

CHI '21Project Tasca : Enabling Touch and Contextual Interactions with a Pocket-based Textile Sensor

helpResearch questionPhysiological Signal-Based Adaptive Interaction

How do smart pockets combining sensing technologies support gesture and pressure interaction in everyday use?

CHI '21Project Tasca : Enabling Touch and Contextual Interactions with a Pocket-based Textile Sensor

helpResearch questionPhysiological Signal-Based Adaptive Interaction

Can portability and sensing precision be balanced through textile material optimization?

CHI '21Project Tasca : Enabling Touch and Contextual Interactions with a Pocket-based Textile Sensor

lightbulbPractical problemPhysiological Signal-Based Adaptive Interaction

Existing smart pockets use rigid hardware inconvenient for daily use and cannot flexibly support multiple interactions.

CHI '21Project Tasca : Enabling Touch and Contextual Interactions with a Pocket-based Textile Sensor

helpResearch questionPhysiological Signal-Based Adaptive Interaction

How do multilayer ecosystems (individual, medical, sociocultural) affect recording and use of fertility data?

CHI '21Health Data in Fertility Care: An Ecological Perspective

helpResearch questionPhysiological Signal-Based Adaptive Interaction

What psychological and social burdens does fertility data tracking impose on individuals and related stakeholders?

CHI '21Health Data in Fertility Care: An Ecological Perspective

helpResearch questionPhysiological Signal-Based Adaptive Interaction

How can ecosystem theory interpret fertility data's reverse influence on macro social structures?

CHI '21Health Data in Fertility Care: An Ecological Perspective

lightbulbPractical problemPhysiological Signal-Based Adaptive Interaction

Individuals and families using fertility data feel psychological pressure conflicting with social expectations.

CHI '21Health Data in Fertility Care: An Ecological Perspective

Adjacent categories

Sensing, Recognition, and Security

Physiological Signal-Based Adaptive Interaction

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Health Data in Fertility Care: An Ecological Perspective

Adjacent categories

Gesture and Pose Sensing Model Performance and Accuracy

Wearable Health Devices and Everyday Sensing

Speech, Face, and Body Pose Input

Biometric Authentication and Secure Identification

HAR Model Robustness, Generalization, and Data Augmentation

Wearable Health, Activity, and Behavior Monitoring

IMU Inertial Sensing

Mobile Touch and Micro-Gesture Input