I³ Framework
I-Cube Lab은 I³ Framework를 통해 사람과 기술의 더 나은 미래를 연구합니다.
Identify
문제 발견과 정의
해결할 가치가 있는 문제를 발견하고 정의합니다.
Insight
통찰 도출
데이터와 AI로 통찰을 도출합니다.
Impact
현실의 변화
통찰을 현실의 변화로 연결합니다.
- 2026Publication
Identifying Game Rating Content Descriptors in Gameplay Videos via Multimodal Multiple Instance Learning
이유철, 김주영, 신혜련*
Yuchul Lee, Juyeong Kim, and Hyeryeon Shin*
Preprint (SSRN, 2026)
*교신저자 / Corresponding author
- 2026Presentation한국콘텐츠진흥원 2026 콘텐츠산업포럼
글로벌 유저 패러다임 변화와 게임 플랫폼 다각화
Changes in Global User Paradigms and the Diversification of Game Platforms
신혜련(기조연설)
Hyeryeon Shin (Keynote Speaker)
- 2026Project
대학교육혁신 신기술 모듈형 비교과 공모 과제 선정
UGC Platform Enhancement Proposals, Game Analysis, AI-Powered Content Creation
신혜련
Hyeryeon Shin
- 2026Presentation한국게임정책학회 춘계학술대회
비전 모달리티 기반 게임물 특징식별을 통한 등급분류 자동화 연구
A Study on Automated Game Rating Classification Based on Vision-Modality Game Feature Detection
신혜련, 이유철
Hyeryeon Shin, and Yuchul Lee
- 2026~2029Project문화체육관광부 CT R&D
게임물 등급분류 및 사후관리 효율화를 위한 AI 기반의 게임등급분류 기술 개발
Development of AI-based Game Rating Classification Technology to Improve the Efficiency of Game Rating and Post-management
컨소시엄 : 넥슨코리아, 스마일게이트, 고려대학교
Consortium: NEXON Korea, Smilegate, Korea University
- 2026Project넥슨코리아
카카오뱅크 IP 금융 콘텐츠 설계 및 제작
Educational Content Design and Development Utilizing KakaoBank Intellectual Property (IP)
신혜련(책임) 외 6
Hyeryeon Shin (Principal Investigator), et al.
- 2026Project스마일게이트
스마일게이트 UGC 플랫폼 콘텐츠 아이데이션 및 제작
UGC Platform Content Ideation and Development for Smilegate
신혜련(책임) 외 11
Hyeryeon Shin (Principal Investigator), et al.
- 2026PublicationKCI 한국디지털콘텐츠학회
모바일 RPG 게임 사용성 평가를 위한 하위 장르 기반 휴리스틱 평가 프레임워크 개발
Development of a Subgenre-Based Usability Heuristic Evaluation Framework for Mobile Role-Playing Games
정다연, 임세진, 신혜련*
Dayeon Jeong, Sejin Lim, and Hyeryeon Shin*
*교신저자 / Corresponding author
- 2026Project넥슨코리아
넥슨코리아 헬로메이플 플랫폼 분석 및 교육용 콘텐츠 제작 2차
Hello Maple Platform Analysis and Educational Content Development for NEXON Korea
신혜련(책임) 외 8
Hyeryeon Shin (Principal Investigator), et al.
- 2025Presentation한국디지털콘텐츠학회 Digicon-25
Analysis of Changes in Genre Share by Period and Region Based on Steam Weekly Top 100
Analysis of Changes in Genre Share by Period and Region Based on Steam Weekly Top 100
임세진, 정진아, 이고은, 이유철, 신혜련*
Sejin Lim, Jina Jeong, Goeun Lee, Yuchul Lee, and Hyeryeon Shin*
*교신저자 / Corresponding author
신혜련
申惠蓮magnolia명지대학교 인공지능·소프트웨어융합대학 디지털콘텐츠디자인학과 부교수 / 학과장
한국게임정책학회 이사 / 문화기술 얼라이언스(Culture-driven AI Tech) 위원 /
넷마블 박물관 고문(위원)
Associate Professor and Chair, Department of Digital Contents Design, College of Artificial Intelligence & Software Convergence, Myongji University
Board Member, Korea Game Policy SocietyMember, Culture Technology Alliance (Culture-driven AI Tech)Advisor (Committee Member), Netmarble Museum
Current
Yuchul Lee
Master's Researcher (Expected Graduate)
AI Modeling / Service Planning / Programming
Post-graduation: Nexon Korea, AI Engineer
Yejin Kim
Master's Researcher
Games / Marketing / Data Analysis / User Behavior Analysis
Sejin Lim
Master's Researcher
Games / Content Design / Data Analysis
Alumni
Jinju Ryu
Master's Researcher
Games / Marketing / Data Analysis / User Behavior Analysis
Post-graduation: Nexon Korea, Business PM
Minjung Kim
Master's Researcher
Games / UX / Data Analysis / User Behavior Analysis
Post-graduation: LINE Studio, Business PM
Gyeongmi Lee
Master's Researcher
App Services / UX / UI / Data Analysis
Post-graduation: LG Lightbrain, UX/UI Designer
Dayeon Jeong
Master's Researcher
Games / UX / Data Analysis / User Behavior Analysis
Post-graduation: Nexon Korea, Business PM
Jihoon Park
Master's Researcher
Games / Content Design / Data Analysis / User Behavior Analysis
Post-graduation: Kakao Games, Business PM
Goeun Lee
Master's Researcher
Games / Marketing / Data Analysis / User Behavior Analysis
Post-graduation: Bagelcode, Media Buyer
Jina Jeong
Master's Researcher
Games / Scenario Design / Content Design / UX
Post-graduation: DeepXR Lab, Content Researcher
Current
Junhyuk Lee
Undergraduate Researcher
Games / Content Design / Data Analysis / User Behavior Analysis
Hanjoo Kim
Undergraduate Researcher
AI Modeling / Data Analysis / Content Analysis / Virtual Content(V-tuber)
Geonhui Son
Undergraduate Researcher
AI Modeling / Data Analysis / UX / Mobility
Jaewan Bang
Undergraduate Researcher
Games / Content Design / User Research / Fluent in English
Chaehwan Lim
Undergraduate Researcher
AI Modeling / Data Analysis / UX / LiveOps / Fluent in English
Inhyo Kim
Undergraduate Researcher
Games / Content Design / User Research / Programming
Joonyeop Im
Undergraduate Researcher
Games / Content Design / User Research
Kangsan Lee
Undergraduate Researcher
Games / Content Design / User Research
Seunggyu Moon
Undergraduate Researcher
Games / Content Design / UX Design
Naeun Kwon
Undergraduate Researcher
Games / Content Design / Concept Design
Dabi Kim
Undergraduate Researcher
Games / Design / Illustration Design
Sunghyun Hwang
Undergraduate Researcher
Games / Content Design / User Research / Programming
Seongho Kim
Undergraduate Researcher
AI Modeling / Programming / Game Design
Jinsol Ju
Undergraduate Researcher
Games / Programming / Game Design
Jinhyo Lee
Undergraduate Researcher
Games / Content Design / Content Analysis
Chaehyun Kim
Undergraduate Researcher
Games / GUI / Content Design
Alumni
Yonghun Park
Undergraduate Researcher
Games / Market Analysis / Data Analysis
Post-graduation: Netmarble, Business PM
Sangmin Cha
Undergraduate Researcher
Games / Content Design / User Research / Programming
Post-graduation: Nexon Korea, Game Designer
Sieun Lee
Undergraduate Researcher
App Services / Service Planning / UIUX Design / UI디자인
Post-graduation: SK planet, UX Designer
Jaei Kim
Undergraduate Researcher
Games / Game Design / Content Analysis
Post-graduation: Nexon Korea, Business PM
Sebin Lee
Undergraduate Researcher
App Services / UX Design / Content Analysis
Post-graduation: LG Electronics, UX Designer
JeongSeob Yoon
Undergraduate Researcher
Games / Game Design / Content Analysis
Post-graduation: Founded a game company
Wonseop Lee
Undergraduate Researcher
Games / Game Design / Content Analysis
Post-graduation: Founded a game company
Jiye Lee
Undergraduate Researcher
Games / Game Design / Balance Design
Post-graduation: Wemade Play, Game Designer
Chaeyeon Han
Undergraduate Researcher
App Services / UX Design / Content Design
Post-graduation: SolverX, Product Designer
Hyeseoung Kim
Undergraduate Researcher
Games / UX / UI Design / Content Analysis
Post-graduation: XL Games, UX Designer
Hyeonjin Kim
Undergraduate Researcher
App Services / Service Planning / UX Design
Post-graduation: MajorMap, Service Planner
Yukyung Oh
Undergraduate Researcher
App Services / Service Planning / UX Design
Post-graduation: Duotone, Service Planner
Ohmin Seo
Undergraduate Researcher
Games / Game Design / Scenario Design / UX Design
Post-graduation: LINE Games, Game Designer
Haejo Lee
Undergraduate Researcher
Games / Content Design / Data Analysis / User Behavior Analysis
Post-graduation: FatherMade, Game Designer
Hayeon Yang
Undergraduate Researcher
App Services / Service Planning / UX Design
Sehee Lee
Undergraduate Researcher
Gaming / Data Analysis / Native English and Portuguese Speaker
Post-graduation: GameDex, LiveOps Specialist
Heeye Kim
Undergraduate Researcher
App Services / Service Planning / UX Design
Post-graduation: SOOP, Service Planner
Taeri Kim
Undergraduate Researcher
Games / Content Analysis / Data Analysis
Post-graduation: Netmarble, Business PM