AI-based Design

A design researcher and practitioner who uses AI as a design tool

Design projects

Cacophony Mapper

Noise fatigue in the ICU: platform for sound data collection and visualization (2019), Master Graduation Project, TU Delft, Integrated Product Design specialized in Medesign, Industrial Design Engineering

ITROL+

In-house Project for Hyundai WIA Corporation (2016); 2017 CommIn Charge of Hardware Design and GUI Guideline

Roobin

Social robot for oldder adults (2018), TU Delft, Applied Ergonomics and Design Proejct for Van Breda,Group project, responsible for the 3D & and visual design

Grabeat

An Appcessory Design For Preventing Drowsy Driving: (2015)Bachelor Graduation Show, Industrial Design Department, Hongik University

Epath

Entertaining educational AR experience for children in a Ford autonomous car in 2030 (2018), TU Delft, Advanced Concept Design Proejct for Ford Research and Innovation Center, Germany

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A design researcher and practitioner who uses AI as a design tool

A design researcher and practitioner who uses AI as a design tool

Design projects

Cacophony Mapper

ITROL+

Roobin

Grabeat

Epath

Research publications

FLOWer: Feedback Loop for Group Work Supporter.

2nd place scheme on action recognition track of eccv 2020 vipriors challenges: an efficient optical flow stream guided framework.

Developing AI into explanatory supporting models: An explanation-visualized deep learning prototype.

Role of Multimodal Learning Systems in Technology-Enhanced Learning (TEL): A Scoping Review.

WEDAR: Webcam-based Attention Analysis via Attention Regulator Behavior Recognition with a Novel E-reading Dataset.

Can We Empower Attentive E- reading with a Social Robot? An Introductory Study with a Novel Multimodal Dataset and Deep Learning Approaches.

Empirical AI for Enhanced Attention in Digital Reading: Real-Time Regulatory Behavior Recognition and Adaptive Feedback Loop

Unveiling Cognitive Processes in E-reading through Behavioral Cues: A Hybrid Intelligence (HI) Approach

What Attention Regulation Behaviors Tell Us About Learners in E-reading?: Adaptive Data- driven Persona Development and Application based on Unsupervised Learning.

Noise fatigue in the ICU: platform for sound data collection and visualization: Cacophony Mapper.

Interactive Intelligence: Multimodal AI for Real-Time Interaction Loop towards Attentive E-Reading.