Michael Beigl

schoolKarlsruhe Institute of Technologybar_chart#1986 Global Rank

Total Papers

HCI Rank

#1986

Research Areas

Years Active

Recent Publications

AutoAugHAR: Automated Data Augmentation for Sensor-based Human Activity Recognition

Zhou 等人提出 AutoAugHAR 自动化数据增强框架，自动搜索最优增强策略提升基于传感器的人类活动识别性能。

UBICOMP '24CorrespondingBiosensors & Physiological Monitoring

Systematic Comparison of Ear Temperature Probing Positions for Continuous Wearable Vital Sign Monitoring

In recent years, research on sensory ear-worn devices ("earables") explored measuring body temperature at different locations in and around the ears. While the tympanic membrane (eardrum) is a well-established medical gold-standard position, earables face challenges integrating body temperature sensors because of the…

UBICOMP '24CorrespondingHuman Pose & Activity Recognition +1

MLP-HAR: Boosting Performance and Efficiency of HAR Models on Edge Devices with Purely Fully Connected Layers

Neural network models have demonstrated exceptional performance in wearable human activity recognition (HAR) tasks. However, the increasing size or complexity of HAR models significantly impacts their deployment on wearable devices with limited computational power. In this study, we introduce a novel HAR model archite…

UBICOMP '23CorrespondingVibrotactile Feedback & Skin Stimulation +1

Investigating Passive Haptic Learning of Piano Songs Using Three Tactile Sensations of Vibration, Stroking and Tapping

"Passive Haptic Learning (PHL) is a method by which users are able to learn motor skills without paying active attention. In past research, vibration is widely applied in PHL as the signal delivered on the participant's skin. The human somatosensory system provides not only discriminative input (the perception of pres…

CHI '22CorrespondingUser Research Methods (Interviews, Surveys, Observation) +1

Psychometric Properties of the User Experience Questionnaire (UEQ)

User experience (UX) summarizes user perceptions and responses resulting from the interaction with a product, system, or service. The User Experience Questionnaire (UEQ) is one standardized instrument for measuring UX. With six scales, it identifies areas in which product improvements will have the highest impact. In…

CHI '21CorrespondingVibrotactile Feedback & Skin Stimulation +2

EarRumble: Discreet Hands- and Eyes-Free Input by Voluntary Tensor Tympani Muscle Contraction

We explore how discreet input can be provided using the tensor tympani - a small muscle in the middle ear that some people can voluntarily contract to induce a dull rumbling sound. We investigate the prevalence and ability to control the muscle through an online questionnaire (N=192) in which 43.2% of respondents repo…

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