June 25, 2026 · NCU × Garmin Health

Consumer Wearables in
Education and Research:
Uedu × Garmin Health

An afternoon-long faculty exchange on multimodal learning analytics — HRV, wearables, AI, and the data infrastructure that lets us measure learning in real classrooms.

Register · Free See the programme
HRV LearningAnalytics Wearables GarminHealth EducationalOmics
Event · Overview
UPCOMING
Countdown to kickoff
-- DAYS -- HRS -- MIN -- SEC
Attendees
~100
By invitation
Duration
3h
13:00 → 16:00 CST
Signal over time
JAN APR JUN · EVENT
Presented by
國立中央大學通識教育中心
Uedu 優學院
· In partnership with
Garmin Health
Why this event

Consumer Wearables in Education and Research.

Individual-level physiological sensing is a solved problem. The open question: how do we scale it to classrooms, campuses, cohorts — and combine it with AI to produce insights teachers can actually use?

01

Nationwide Academic Exchange

邀請全台各大專院校教師齊聚一堂，分享穿戴裝置與 AI 教育研究成果

02

Garmin Wearable Research

展示 Garmin 穿戴裝置在健康科學與教育研究中的數據整合應用

03

AI Education & Health Integration

分享 Uedu 平台整合 HRV 生理數據於真實教室場景的學習分析研究

§ Overview

Programme highlights.

A summary of the programme — participants, sessions, speakers, and associated publications.

As of April 2026
Expected Attendance
100
By invitation
Sessions
5
4 talks + 1 tutorial
Speakers
7
NCU + Garmin
Publications
5
L@S · ICALT · EMBC · ICMET · BDS
Registrations / Cap
GOOD
0/ 100
Opens now — first to sign up gets in.
Program Composition
count
Talks 4
Tutorial 1
Breaks 2
Meta 4
Speakers by Affiliation
n=7
Garmin Health2
NCU Uedu5
§ Speakers

The speakers.

Researchers from Garmin Health Asia and NCU Uedu team. Expect live data, not slides.

#01 Chia-Kai Chang
HOST
Chia-Kai Chang
張家凱
Assistant Professor, Center for General Education, National Central University
14:10 20 min
Validating Garmin Wearables for Classroom HRV Research
15:30 30 min
Tutorial: Uedu Lab — AI x Wearables in Education
#02 Hugh Hsu
PARTNER
Hugh Hsu
徐宏修（Hugh Hsu）
Business Development Manager, Garmin Health Asia
13:30 40 min
Garmin Health Insights
#03 Dr. Laura Willinger
PARTNER
Dr. Laura Willinger
Business Development Manager, Research & Clinical Trials, Garmin Health
13:30 40 min
Garmin Health Insights
#04 Yan-Yu Chang
HOST
Yan-Yu Chang
張顏宇
Graduate Student, Department of Communication Engineering, National Central University
14:30 15 min
Multimodal Learning Analytics with Garmin Physiological Data (co-presented with Ying-Zhu Chai)
#05 Ying-Zhu Chai
HOST
Ying-Zhu Chai
柴映竹
Graduate Student, Department of Information Management, National Central University
14:30 15 min
Multimodal Learning Analytics with Garmin Physiological Data (co-presented with Yan-Yu Chang)
#06 Cheng-Lin Cheng
HOST
Cheng-Lin Cheng
鄭丞麟
Undergraduate Student, Department of Physics, National Central University
14:45 15 min
C-GRASP: Clinically-Grounded Reasoning for Affective Signal Processing (co-presented with Ting-Chuan Lin)
#07 Ting-Chuan Lin
HOST
Ting-Chuan Lin
林鼎荃
Undergraduate Student, Department of Physics, National Central University
14:45 15 min
C-GRASP: Clinically-Grounded Reasoning for Affective Signal Processing (co-presented with Cheng-Lin Cheng)
§ Program

The programme.

time_range: 13:00 → 16:00 CST THU · 2026-06-25
Agenda · ordered by start_time ASC
11 rows
13:00
+20 min
Registration
報到
13:20
+10 min
Opening & Introduction
開場與介紹
13:30
+40 min
Garmin Health Insights
Garmin Health 研究分享
14:10
+20 min
Validating Garmin Wearables for Classroom HRV Research
驗證 Garmin 穿戴裝置應用於課堂 HRV 研究
14:30
+15 min
Multimodal Learning Analytics with Garmin Physiological Data
結合 Garmin 生理數據的多模態學習分析
14:45
+15 min
C-GRASP: Clinically-Grounded Reasoning for Affective Signal Processing
C-GRASP：基於臨床推理的情感訊號處理演算法
15:00
+30 min
Coffee Break & Networking
茶敘交流
15:30
+30 min
Tutorial: Uedu Lab — AI x Wearables in Education
Tutorial：Uedu Lab — AI 與穿戴裝置在教育的應用
16:00
Q&A & Open Discussion
Q&A 與開放討論
—
Coffee Break & Networking
茶敘交流
—
End
活動結束
FEATURED TUTORIAL

UeduPAD
— the data source
behind the research.

NCU’s research-grade iPad app. Streams physiological signals from Garmin wearables to the iPad in real time — ready for in-class experiments and longitudinal study designs.

Educational Omics Lab
RECORDING
Python · 2026-06-25 · 13:00–16:00 Instructor 15/20 devices online Sync: 2 min
Devices (15 / 20)
vívoactive 5
ID: SN-A01
Synced
vívoactive 5
ID: SN-A02
Synced
vívoactive 5
ID: SN-A03
Synced
vívoactive 5
ID: SN-A04
Offline
vívoactive 5
ID: SN-A05
Synced
+ 12 online · + 3 offline
A
Student A
78
BPM
820
BBI
live
B
Student B
82
BPM
732
BBI
live
C
Student C
71
BPM
845
BBI
live
D
Student D
--
BPM
--
BBI
offline
E
Student E
74
BPM
810
BBI
live
F
Student F
85
BPM
705
BBI
live
G
Student G
68
BPM
880
BBI
live
H
Student H
--
BPM
--
BBI
offline
I
Student I
80
BPM
750
BBI
live
J
Student J
72
BPM
833
BBI
live
K
Student K
86
BPM
698
BBI
live
L
Student L
--
BPM
--
BBI
offline
M
Student M
79
BPM
760
BBI
live
N
Student N
84
BPM
714
BBI
live
O
Student O
73
BPM
822
BBI
live
P
Student P
--
BPM
--
BBI
offline
Q
Student Q
76
BPM
789
BBI
live
R
Student R
83
BPM
723
BBI
live
S
Student S
69
BPM
870
BBI
live
T
Student T
--
BPM
--
BBI
offline
Illustrative preview · Dummy data, not real participants.

Physiological signals

Heart rate, HRV and related metrics from Garmin wearables — in real time during class.

Real-time streaming

Signals flow from watch to iPad during class — no cloud round-trip.

Research-grade SOPs

IRB-covered consent flow, de-identification, ethical data workflow — built-in.

Domain-ready

Sport, cognition, affect, learning analytics, clinical trials — same app.

Loaners on site
15 × Garmin vívoactive 5
Plus spare iPads — you only need a laptop.
Reserve a spot
§ Venue

Future Classroom, 3F · NCU.

BOOKED TAOYUAN/TAIWAN
Address
No. 300, Zhongda Rd.
Zhongli District
Taoyuan 320317 · Taiwan
Travel options
  • HSRTaoyuan → Bus 172 · 25 min
  • TRAZhongli → Bus 132 · 20 min
  • CARZhongli IC · 10 min via Zhongda Rd.
Open in Google Maps
§ Full details

需要更多細節？

查看完整活動頁面，包含工作坊器材說明、研究倫理框架（IRB A/B/C 分類）、 本團隊 4 篇同儕審查論文、國際相關文獻，以及交通與地圖導引。

查看完整活動資訊
Privacy · Research ethics

Your data. Our responsibility.

Uedu’s research is covered by an umbrella IRB approved by National Taiwan University REC (No. 202507EM058). Faculty using UeduPAD under our SOPs can treat the resulting data as IRB-covered research.

Read the framework
Registration open

See you on
June 25.

By invitation. Limited to 100 participants. Registration takes under two minutes.

Register Ask a question
§ Organizers

The team.

HOST Host
Chia-Kai Chang
張家凱
Center for General Education, National Central University
[email protected]
PARTNER Partner Representative
Hugh Hsu
徐宏修
Business Development Manager, Garmin Health Asia
[email protected]
PARTNER Partner Representative
Dr. Laura Willinger
Business Development Manager, Research & Clinical Trials, Garmin Health
[email protected]