P1040931
Name Danial Hooshyar
Work Address Lyceum Room 309, Korea University, Anam-Dong, SeongBuk-Gu, Seoul, Korea
Mobile Phone +82-10-6387-3051
E-mail Danial.hooshyar@gmail.com, Danial_hooshyar@korea.ac.kr
Present Position Research Professor, Department of Computer Science and Engineering,
College of Informatics, Korea University, Korea
Research Interests Artificial Intelligence in Education
Educational Technology
Educational Games
Game-Based Learning Environments

Journal Publications

Danial Hooshyar, Moslem Yousefi, Minhong Wang, and Heuiseok Lim
“A data‐driven procedural‐content‐generation approach for educational games”
Journal of Computer Assisted Learning, 2018, Online

Danial Hooshyar, Moslem Yousefi, Heuiseok Lim
“A systematic review of data-driven approaches in player modeling of educational games”
Artificial Intelligence Review, 2018, Online

Danial Hooshyar, Moslem Yousefi, Heuiseok Lim
“Data-driven Approaches to Game Player Modeling: A Systematic Literature Review”
ACM Computing Surveys, 2017, Online

Danial Hooshyar, Rodina Binti Ahmad, Minhong Wang, Moslem Yousefi, Moein Fathi, and Heuiseok Lim
“Development and Evaluation of a Game-based Bayesian Intelligent Tutoring System for Teaching Programming”
Journal of Educational Computing Research, 2017, Online

Danial Hooshyar, Moslem Yousefi, Heuiseok Lim
“A Procedural Content Generation-based Framework for Educational Games: Towards a Tailored Data-Driven Game for Developing Early English Reading Skills”
Journal of Educational Computing Research, 2017, Online

Youdong Yun, Danial Hooshyar, Jaechoon Jo, Heuiseok Lim
“Developing a Hybrid Collaborative Filtering Recommendation System with Opinion Mining on Purchase Review”
Journal of Information Science, 2017, Online

Aram So, Danial Hooshyar, Kun Woo Park, Heuiseok Lim
“Early Diagnosis of Dementia from Clinical Data by Machine Learning Techniques”
Applied Science – Computer Science and Electrical Engineering, 2017, Online

Seolhwa Lee, Danial Hooshyar, Hyesung Ji, Kichun Nam, Heuiseok Lim
“Mining Biometric Data to Predict Programmer Expertise and Task Difficulty”
Cluster Computing, 2017, Online

Moslem Yousefi, Danial Hooshyar, Joong Hoon Kim, Heuiseok Lim
“Modeling and thermo-economic optimization of a biomass heat recovery exchanger operating on A12O3-water nanofluid”
International Communications in Heat and Mass Transfer, 2017, Online

Moslem Yousefi, Joong Hoon Kim, Danial Hooshyar, Milad Yousefi, Khairul Salleh Mohamed Saharid, Rodina Binti Ahmad
“A practical multi-objective design approach for optimum exhaust heat recovery from hybrid stand-alone PV-diesel power systems”
Energy Conversion and Management, 2017, Online

Danial Hooshyar, Rodina Binti Ahmad, Moslem Yousefi, Moein Fathi, Shi-Jinn Horng, Heuiseok Lim
“SITS: A Solution-based Intelligent Tutoring System for Students’ Acquisition of Problem Solving Skills in Computer Programming”
Innovations in Education and Teaching International, 2016, Online

Danial Hooshyar Rodina Binti Ahmad, Moslem Yousefi, Moein Fathia, Shi-Jinn Horng, Heuiseok Lim
“Applying an Online Game-based Formative Assessment in a Flowchart-based Intelligent Tutoring System for Improving Problem-Solving Skills”
Computers & Education, 2016, Online

Danial Hooshyar, Rodina Binti Ahmad, Moslem Yousefi Moein Fathi Abbas Abdollahi, Shi-Jinn Horng, Heuiseok Lim
“A Solution-based Intelligent Tutoring System Integrated with an Online Game-based Formative Assessment: Development and Evaluation”
Educational Technology Research and Development, 2016, Online

Danial Hooshyar Rodina Binti Ahmad, Moslem Yousefi, F.D. Yusop, S.-J. Horng
“A flowchart-based intelligent tutoring system for improving problem-solving skills of novice programmers”
Journal of Computer Assisted Learning, 2015, Online

Danial Hooshyar, Rodina Binti Ahmad, Ram Gopal Raj, Mohd Hairul Nizam Md Nasir, Moslem Yousefi, Shi-Jinn Horng, Jože Rugelj
“A Flowchart-based Multi-Agent System for Assisting Novice Programmers with Problem Solving Activities”
Malaysian Journal of Computer Science, 2015, Online

Danial Hooshyar, Rodina Binti Ahmad, Shahaboddin Shamshirband, Moslem Yousefi, Shi-Jinn Horng
“A flowchart-based programming environment for improving problem solving skills of Cs minors in computer programming”
Asia Life Sciences, 2015, Online

Moslem Yousefi, Amer Nordin Darus, Milad Yousefi, Danial Hooshyar
“Multi-stage thermal-economical optimization of compact heat exchangers: A new evolutionary-based design approach for real-world problems”
Applied Thermal Engineering, 2015, Online

Danial Hooshyar, Rodina Binti Ahmad, Mohd Hairul Nizam Md Nasir, Shahaboddin Shamshirband, Shi-Jinn Horng
“Flowchart-based programming environments for improving comprehension and problem-solving skill of novice programmers: a survey”
International Journal of Advanced Intelligence Paradigms, 2015, Online

Moslem Yousefi, Danial Hooshyar, Rodina Binti Ahmad, Amer Nordin Darus
“A Practical Review on the Application of Constraint Handling Strategies in Evolutionary Computation from an Engineering Point of View”
International Review on Modelling and Simulations, 2015, Online

Moslem Yousefi, Danial Hooshyar, Amir Ramezani, Khairul Salleh Mohamed Saharia
“Short-term wind speed forecasting by an adaptive network-based fuzzy inference system (ANFIS): an attempt towards an ensemble forecasting method”
International Journal of Advances in Intelligent Informatics, 2015, Online

Danial Hooshyar, Maíen T. Alrashdan, Masih Mikhak
“Flowchart-based Programming Environments Aimed at Novices”
International Journal of Innovative Ideas, 2014, Online

Conference Publications

Danial Hooshyar, Hyesung Ji, Heuiseok Lim
“A Tailored Language Learning Game for Developing Early English Reading Skills” 
ICBTS 2017, Zurich, Accept/In press

Danial Hooshyar, Chanhee Lee, Heuiseok Lim
“A Survey on Data-Driven Approaches in Educational Games”
2nd International Conference on science in Information Technology (ICSITech), 2017, Online

SeolHwa Lee,  Andrew Matteson, Danial Hooshyar, SongHyun Kim, JaeBum Jung, GiChun Nam, HeuiSeok Lim
“Comparing Programming Language Comprehension between Novice and Expert Programmers Using EEG Analysis”
Bioinformatics and Bioengineering (BIBE), 2016, Online

Danial Hooshyar, Rodina Binti Ahmad, Moein Fathi, Moslem Yousefi, Maral Hooshyar
“Flowchart-based Bayesian Intelligent Tutoring System for computer programming”
International Conference on Smart Sensors and Application (ICSSA), 2015, Online

Danial Hooshyar, Rodina Binti Ahmad, Moein Fathi, Moslem Yousefi
“Improving Web-based Problem Solving Skills of Novice Programmers With a Novel Game-Based Intelligent Tutoring System”
The 2015 International Conference on Science in Information Technology (ICSITech 2015), Online

Moslem Yousefi, Danial Hooshyar, Milad Yousefi, Weria Khaksar
“An artificial neural network hybrid with wavelet transform for short-term wind speed forecasting: A preliminary case study”
The 2015 International Conference on Science in Information Technology (ICSITech 2015), Online

Amir Ramezani Dooraki, Danial Hooshyar, Moslem Yousefi
“Innovative algorithm for easing VIP’s navigation by avoiding obstacles and finding safe routes”
The 2015 International Conference on Science in Information Technology (ICSITech 2015), Online

Dainal Hooshyar, Rodina Binti Ahmad, Mohd Hairul Nizam Md Nasir
“Flowchart-based Approach to Aid Novice Programmers: A Novel Framework”
International Conference on Computer and Information Sciences (ICCOINS), 2014, Online

Dainal Hooshyar, Rodina Binti Ahmad, Mohd Hairul Nizam Md Nasir
“A framework for automatic text-to-flowchart conversion: A novel teaching aid for novice programmers”
Informatics and Its Applications (IC3INA), 2014, Online

 

jaechun
Name Jo Jaechoon
E-mail jaechoon@korea.ac.kr
Research Interests A.I.
Deep Learning
Machine Learning
Natural Language Processing
Educational Data Mining (EDM)
e-Learning
Computer Education & Software Education

Journal Publications

Jaechoon Jo, Wonhui Yu, Kyu Han Koh, Heuiseok Lim
Development of a Game-Based Learning Judgment System for Online Education Environments Based on Video Lecture: Minimum Learning Judgment
Journal of Educational Computing Research, October, 2017. (online)

Youdong Yun, Danial Hooshyar, Jaechoon Jo, Heuiseok Lim
“Developing a Hybrid Collaborative Filtering Recommendation System with Opinion Mining on Purchase Review”
Journal of Information Science (JIS), January, 2017.

Jaechoon Jo, Jeongbae Park, Hyesung Ji, Yeongwook Yang, Heuiseok Lim
“A Study on Factor Analysis to Support Effective Decisions for a Smart Class”
Information Technology and Management, Vol. 17, No.1, pp. 43-56, 2016.

Ji-won Han, Jae-choon Jo, Hye-sung Ji, Heui-seok Lim
“A collaborative recommender system for learning courses considering the relevance of a learner’s learning skills”
Cluster Computing, Vol. 19, No. 4, pp. 2273-2284, 2016.

Jaechoon Jo, HeuiSeok Lim
“A Study on Effectiveness of Smart Classrooms through Interaction Analysis”
Advanced Science Letters 21 (3), 557-561, 2015

Jeongbae Park, Hyesung Ji, Jaechoon Jo, Heuiseok Lim
“A Method for Measuring Cooperative Activities in a Social Network Supported Learning Environment”
Wireless Personal Communications. October, 2015

Hyesung Ji, Kinam Park, Jaechoon Jo, HeuiSeok Lim
“Mining students activities from a computer supported collaborative learning system based on peer to peer network”
Peer-to-Peer Networking and Applications. August, 2015

Jaechoon Jo, Heuiseok Lim
“A Comparative Analysis of the Effectiveness of Learning English Vocabulary between Smart Device and Printed Material”
International Journal of Intelligent Information and Database Systems.Vol.8,No.2, pp. 150-161,2014

Jaechoon Jo, Ginam Park, Dogil Lee, Heuiseok Lim
“An Integrated Teaching and Learning Assistance System Meeting Requirements for Smart Education”
Wireless Personal Communications. Vol.79,No.4,pp.2453-2467,2014

JaeChoon Jo, Youngwook Yang, HeuiSeok Lim
“Design of a Structured Plug-in Smart Education System”
Computer Science and its Applications, Lecture Notes in Electrical Engineering, Volume 203, 2012, pp. 891-901 , 2012.

JaeChoon Jo, HeuiSeok Lim
“Comparative Analysis of Learning Effect on Lexical Recognition in the e-Learning and s-Learning”
FutureTech 2011, Part2, CCIS 185. pp.304-308, 2011.

Journal Publications (In Korean)

윤유동, 조재춘, 허윤아, 임희석
“소셜 미디어 데이터 분석을 활용한 빅데이터에 대한 인식 변화 비교 분석”
정보처리학회 논문지, 제6권 제6호, pp.371-378, 2017.

이동엽, 조재춘, 임희석
“워드 임베딩을 이용한 아마존 패션 상품 리뷰의 사용자 감성 분석”
한국융합학회논문지, 제8권 제4호, pp.1-8, 2017

조재춘, 임희석
“ICT기반 수업 상호작용 비교 분석 연구 : 초등학교 사회과목 대상으로”
컴퓨터교육학회 논문지, 제18권 제6호, pp.63-69, 2015. 11.

조재춘, 임희석
“교수-학습 활동과 학습자의 특성을 고려한 스마트교육 개념모델”
컴퓨터교육학회 논문지, 제15권 제4호, pp.41-49, 2012. 7.

Conference Publications

Jaechoon Jo, Yeongwook Yang, Heuiseok Lim
“A Study on the Development of Game-Based Mind Wandering Judgment Model in Video Lecture-Based Education”
International Conference on Advanced Technology Innovation (ICATI), 2018.

Jaechoon Jo, Heuiseok Lim
“Learning Effectiveness of an E-Assessment Tool for Video-based Online Education”
The 2nd International conference on Interdisciplinary research on Computer Science, Psychology, and Education (ICICPE), 2018.

 Jaechoon Jo, Heuiseok Lim
“A Study of Keywords based on The Word Frequency Effect Theory in Video Lectures of Software Engineering Education for Detecting Mind”
The 30th IEEE Conference on Software Engineering Education and Training (CSEE&T), pp. 241-245, 7-9 Nov, 2017. (2017년 연구재단 SCI급 인정 컨퍼런스)

Jaechoon Jo, Kyuhan Koh, Heuiseok Lim,
“How to Judge Learning on Online Video Lecture: Development of Minimum Learning Judgement System”
The 1st International conference on Interdisciplinary research on Computer Science, Psychology, and Education (ICICPE’ 2017), pp. 143-144, 2017.

Jaechoon Jo, Heuiseok Lim

“How to Judge Learning on Online: Minimum Learning Judgment System”
The 9th International Conference on Educational Data Mining(EDM), 2016.

Jaechoon Jo, Heuiseok Lim
“A Comparative Analysis for Minimum Learning Judgement System of Online Learner”
International Conference on Education in Mathematics, Science & Technology(ICEMST), 2016.

Jaechoon Jo, Aran Park, Heuiseok Lim
“A Comparative Analysis of Learning Factors through Online Learning and Social Learning”
Association for the Advancement of Computing in Education(AACE):E-Learn, 2015.

Jaechoon Jo, Hyungjoo Park, Heuiseok Lim
“Development of Web-based Learning Content Authoring Tool for Teacher”
The 6th KSII The International Conference on Internet, 2014.

Jaechoon Jo, Heuiseok Lim
“A Study on Effectiveness of Smart Education Class for Preliminary Teacher”
1st International conference on Information, System and Convergence Applications, pp.11-12.(ICISCA 2014), 2014.

Jaechoon Jo, Kichun Nam, Heuiseok Lim
“A Study on Effectiveness of ITLA System through Interaction Analysis in Classroom”
The 2014 Summer KAIS International Conference on Creative IT and Applications,(KAIS-CITA 2014), 2014.

Hyesung Ji, SaeByeok Lee, Jaechoon jo, Sunghyun Yoon, Heuiseok Lim
“Real-Time Monitoring System for Personalized Learner’s Profile”
The 1st International Conference on Digital Policy & Management 2013(ICDPM), 2013.

Jaechoon Jo, Heuiseok Lim
“A Study on the Development and Effectiveness of an ITLA System in Classroom”
The 5th KSII The International Conference on Internet,(ICONI 2013), 2013.

Jaechoon Jo, Heuiseok Lim
“A Comparative Analysis of the Effectiveness of Learning English through Smart Devices”
The 3rd International Conference on Convergence Technology 2013(ICCT 2013), Vol.2, No.1, 2013.

Jaechoon Jo, Kamuela Parker, Heuiseok Lim
“A Lesson Plan Platform for Smart Education”
3rd World Conference on Innovation and Computer Sciences(INSODE 2013), Vol.4, pp.985-990, 2013.

JaeChoon Jo, HeuiSeok Lim
“An Evaluation of the Effectiveness of Learning English through Smart Devices”
The 2013 FTRA International Conference on Advanced IT, engineering and Management (FTRA AIM-13), 2013.

JaeChoon Jo, Kamuela Parker, HeuiSeok Lim
“A Clipped Platform Lesson Plan for Smart Education”
4th ICONI, 2012.

Saebyeok Lee, JaeChoon Jo, SangYep Nam, HeuiSeok Lim
“The EEG-based Feature for Emotion Recognition”
KSII The International Conference on Internet(ICONI), 2011.

Conference Publications (In Korean)

조재춘, 이설화, 이찬희, 이동엽, 임희석
“사용자 맞춤 추천을 위한 선호 패션 데이터 수집 모델 개발”
한국패션비즈니스학회, 2018 춘계학술대회, 2018. 04. 28.

이찬희, 조재춘, 이동엽, 이설화, 임희석
“스케치를 이용한 남성 의류 검색: Generative Adversarial Network을 이용한 스케치 기반 이미지 검색 시스템의 실험”
한국패션비즈니스학회, 2018 춘계학술대회, 2018. 04. 28.

이설화, 조재춘, 이찬희, 이동엽, 임희석
“사용자 프로파일링을 통한 지능형 선호 패션 추천”
한국패션비즈니스학회, 2018 춘계학술대회, 2018. 04. 28.

이동엽, 이찬희, 이설화, 조재춘, 임희석
“패션 상품 이미지를 통한 패션 상품 카테고리 자동 분류기 개발”
한국패션비즈니스학회, 2018 춘계학술대회, 2018. 04. 28.

이동엽, 이찬희. 이설화, 조재춘, 임희석
“Deep Residual Network를 이용한 패션 상품 자동 분류 및 임베딩”
한국정보과학회, 한국정보과학회 학술발표논문집, Vol. 2017 No.12, pp. 975-977, 2017.

이찬희, 이동엽, 이설화, 조재춘, 임희석
“Generative Adversarial Network을 이용한 스케치 기반 이미지 검색 시스템”
한국정보과학회, 한국정보과학회 학술발표논문집, Vol. 2017 No.12, pp. 883-885, 2017.

이설화, 조재춘, 이찬희, 이동엽, 임희석
“지능형 패션 상품 검색 및 추천을 위한 사용자 암묵적 프로파일링 기법”
한국정보과학회, 한국정보과학회 학술발표논문집, Vol. 2017 No.12, pp. 862-864, 2017.

조재춘, 임희석
“단어 게임기반의 온라인 비디오 학습 자동 판단 시스템 개발 및 사용자 민족도 분석”
한국컴퓨터교육학회 학술발표대회논문집, 21권, 2호, pp.135-137, 2017.

조재춘, 임희석
거꾸로 교실을 위한 온라인 교육 플랫폼 개발(우수논문)
정보과학회, 2017년 한국컴퓨터종합학술대회 논문집, pp. 558-559, 2017.

조재춘, 임희석
워드임베딩을 이용한 온라인 비디오 강의의 고빈도 단어와 키워드 간의 유사도 비교 연구
한국정보처리학회, 2017년 춘계학술발표대회 논문집, 제24권, 제1호, pp.385-386, 2017.

박승유, 조재춘, 정재범, 임희석
“컴퓨팅 사고력과 인지능력 간의 상관관계 분석 연구: 정보 영재원 중학생을 대상으로 (우수논문)”
컴퓨터교육학회 2017 동계학술발표논문집, 제21권, 제1호, pp.19~22, 2017.01.

조재춘, 임희석
“온라인 비디오 콘텐츠의 고빈도 단어 중요성 연구”
IIBC 2016 국내학술대회논문집, 제14권 제1호, pp.223~224, 2016.11.

조재춘, 임희석
“온라인 학습자의 최소학습 판단 시스템 개발(우수논문)”
한국컴퓨터교육학회, 동계학술발표논문지, 제20권, 제1호, pp. 63-66, 2016.

조재춘, 임희석
“온라인 학습자의 주의집중 판단시스템을 위한 단어자동생성 모델 설계”
한국정보처리학회추계학술발표논문지 22 2, pp.966-968, 2015.

조재춘, 임희석
“거꾸로교실을위한 최소학습 판단 시스템 설계(우수논문)”
한국컴퓨터교육학회하계학술발표논문지, 19 2, pp. 113-115, 2015.

조재춘, 임희석
“소셜기반 학습과 온라인기반 학습 만족도 비교 연구”
한국컴퓨터교육학회동계학술발표논문지 19 1, pp. 85-88, 2015.

조재춘, 임희석
“Flipped Learning을 위한 과제기반 태깅시스템 개발”
한국 인지 및 생물심리학회 학술대회, pp. 132-135, 2015.

조재춘, 임희석
“스마트교육을 위한 실시간 학습상황 모니터링 시스템”
한국컴퓨터교육학회하계학술발표논문지 17 2, pp. 57-60, 2013.

조재춘, 윤성현, 임희석
“멀티태스킹이 학습자에 미치는 영향 비교분석”
한국인터넷정보학회, 하계학술발표대회, pp.347-348, 2011.

양영욱, 조재춘, 윤원범, 임희석
“스마트 클래스의 구성요소 및 발전방향”
한국인터넷정보학회, 하계학술발표대회, pp.353-354,, 2011.

조재춘, 이새벽, 임희석
“스마트폰을 활용한 어휘 학습효과의 뇌파기반 분석”
한국및한국어정보처리학회, 제23회 학술대회, pp.21-24, 2011.

양영욱, 조재춘, 임희석
“인지능력 진단 및 증진을 위한 스마트폰 어플리케이션 설계 및 구현”
한국산학기술학회, 추계 학술발표논문집, 2010.

조재춘, 윤성현, 임희석
“정보교육을 위한 스마트폰에서의 언플러그드 콘텐츠 설계”
한국인터넷정보학회, 하계학술발표대회, pp.719-723, 2010.

Book Publications

교과서: 중학교 정보 교과서, 비상교육, 2018.

도서: 컴퓨팅 사고력과 일상의 빅데이터, 휴먼사이언스, 2016, 02.

Patents

(등록) 지능형 학습 관리 방법 (Method for intelligent learning managing)
등록번호: 1016935920000, 등록일자: 2017.01.02, 발명자: 임희석, 조재춘

(등록) 온라인 학습자를 위한 주의집중 판단 시스템 및 그 방법 (SYSTEM FOR JUDGING ATTENTION CONCENTRATION OF ONLINE LEARNING AND METHOD THE SAME )
등록번호: 1017708170000, 등록일자: 2017.08.17 , 발명자: 임희석, 조재춘

(출원) 최소 학습 판단 방법 및 최소 학습 판단 장치 (MINIMUM LEARNING JUDGEMENT METHOD AND MINIMUM LEARNING JUDGEMENT DEVICE )
출원번호: 10-2016-0179345 , 발명자: 임희석, 조재춘

(출원) 디지털 학습 콘텐츠에 대한 과제 기반 태깅 방법 및 시스템 (Tagging method and system based on task for digital study contents )
출원번호: 10-2015-0044711, 발명자: 임희석, 조재춘