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Research Output

2020

GREG: A global level relation extraction with knowledge graph embedding

Kim, K., Hur, Y., Kim, G. & Lim, H., 2020 Feb 1, In : Applied Sciences (Switzerland). 10, 3, 1181.

Research output: Contribution to journalArticle

Open Access

Image classification and captioning model considering a CAM-based disagreement loss

Yoon, Y. C., Park, S. Y., Park, S. M. & Lim, H., 2020 Feb 1, In : ETRI Journal. 42, 1, p. 67-77 11 p.

Research output: Contribution to journalArticle

Open Access
2019

AutoThinking: An Adaptive Computational Thinking Game

Hooshyar, D., Lim, H., Pedaste, M., Yang, K., Fathi, M. & Yang, Y., 2019 Jan 1, Innovative Technologies and Learning - 2nd International Conference, ICITL 2019, Proceedings. Rønningsbakk, L., Wu, T-T., Sandnes, F. E. & Huang, Y-M. (eds.). Springer, p. 381-391 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11937 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

exBAKE: Automatic fake news detection model based on Bidirectional Encoder Representations from Transformers (BERT)

Jwa, H., Oh, D., Park, K., Kang, J. M. & Lim, H., 2019 Oct 1, In : Applied Sciences (Switzerland). 9, 19, 4062.

Research output: Contribution to journalArticle

Open Access

GPS: Factorized group preference-based similarity models for sparse sequential recommendation

Yang, Y., Hooshyar, D. & Lim, H. S., 2019 May 1, In : Information Sciences. 481, p. 394-411 18 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Integrating breakdown detection into dialogue systems to improve knowledge management: encoding temporal utterances with memory attention

Lee, S., Lee, D., Hooshyar, D., Jo, J. & Lim, H., 2019 Jan 1, (Accepted/In press) In : Information Technology and Management.

Research output: Contribution to journalArticle

Network-based document clustering using external ranking loss for network embedding

Yoon, Y. C., Gee, H. K. & Lim, H., 2019 Jan 1, In : IEEE Access. 7, p. 155412-155423 12 p., 8878093.

Research output: Contribution to journalArticle

Open Access
2018
7 Citations (Scopus)

A data-driven procedural-content-generation approach for educational games

Hooshyar, D., Yousefi, M., Wang, M. & Lim, H. S., 2018 Dec 1, In : Journal of Computer Assisted Learning. 34, 6, p. 731-739 9 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)
6 Citations (Scopus)
13 Citations (Scopus)

A semantic-based video scene segmentation using a deep neural network

Ji, H., Hooshyar, D., Kim, K. & Lim, H. S., 2018 Jan 1, (Accepted/In press) In : Journal of Information Science.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Data-driven approaches to game player modeling: A systematic literature review

Hooshyar, D., Yousefi, M. & Lim, H. S., 2018 Jan 1, In : ACM Computing Surveys. 50, 6, 90.

Research output: Contribution to journalReview article

25 Citations (Scopus)

Development and Evaluation of a Game-Based Bayesian Intelligent Tutoring System for Teaching Programming

Hooshyar, D., Binti Ahmad, R., Wang, M., Yousefi, M., Fathi, M. & Lim, H. S., 2018 Oct 1, In : Journal of Educational Computing Research. 56, 6, p. 775-801 27 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)
2 Citations (Scopus)

Editors' preface

Riza, L. S., Pranolo, A., Wibawa, A. P., Junaeti, E., Wihardi, Y., Hashim, U. R. A., Horng, S. J., Drezewski, R., Lim, H. S., Chakraborty, G., Hernandez, L. & Nazir, S., 2018 Jan 12, In : Proceeding - 2017 3rd International Conference on Science in Information Technology: Theory and Application of IT for Education, Industry and Society in Big Data Era, ICSITech 2017. 2018-January, 1 p.

Research output: Contribution to journalEditorial

Long-term effects of adaptive customization support on elderly people

Hooshyar, D., Lee, S., Yang, Y. W., Jo, J. & Lim, H. S., 2018 Jan 1, (Accepted/In press) In : Cognition, Technology and Work.

Research output: Contribution to journalArticle

SmartSenior: Automatic Content Personalization Through Semi-supervised Learning

Lim, H. S., Hooshyar, D., Ji, H., Lee, S. & Jo, J., 2018 Jan 1, (Accepted/In press) In : Wireless Personal Communications.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2017

An adaptable UI/UX considering user’s cognitive and behavior information in distributed environment

Ji, H., Yun, Y., Lee, S., Kim, K. & Lim, H. S., 2017 Jun 16, In : Cluster Computing. 21, 1

Research output: Contribution to journalArticle

5 Citations (Scopus)

A Study of Keywords Based on the Word Frequency Effect Theory in Video Lectures of Software Engineering Education for Detecting Mind

Jo, J. & Lim, H. S., 2017 Dec 4, Proceedings - 30th IEEE Conference on Software Engineering Education and Training, CSEE and T 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 241-245 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A survey on data-driven approaches in educational games

Hooshyar, D., Lee, C. & Lim, H. S., 2017 Feb 13, Proceeding - 2016 2nd International Conference on Science in Information Technology, ICSITech 2016: Information Science for Green Society and Environment. Institute of Electrical and Electronics Engineers Inc., p. 291-295 5 p. 7852650

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A systematic review of data-driven approaches in player modeling of educational games

Hooshyar, D., Yousefi, M. & Lim, H. S., 2017 Dec 30, (Accepted/In press) In : Artificial Intelligence Review. p. 1-21 21 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Designing an intelligent UI/UX system based on the cognitive response for smart senior

Yun, Y. D., Lee, C. & Lim, H. S., 2017 Feb 13, Proceeding - 2016 2nd International Conference on Science in Information Technology, ICSITech 2016: Information Science for Green Society and Environment. Institute of Electrical and Electronics Engineers Inc., p. 281-284 4 p. 7852648

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Developing a hybrid collaborative filtering recommendation system with opinion mining on purchase review

Yun, Y., Hooshyar, D., Jo, J. & Lim, H. S., 2017 Feb 1, (Accepted/In press) In : Journal of Information Science.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Early diagnosis of dementia from clinical data by machine learning techniques

So, A., Hooshyar, D., Park, K. W. & Lim, H. S., 2017 Jun 23, In : Applied Sciences (Switzerland). 7, 7, 651.

Research output: Contribution to journalArticle

19 Citations (Scopus)

Mining biometric data to predict programmer expertise and task difficulty

Lee, S., Hooshyar, D., Ji, H., Nam, K. & Lim, H. S., 2017 Jan 21, (Accepted/In press) In : Cluster Computing. p. 1-11 11 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)
5 Citations (Scopus)
2016

A collaborative recommender system for learning courses considering the relevance of a learner’s learning skills

Han, J. W., Jo, J. C., Ji, H. S. & Lim, H. S., 2016 Dec 1, In : Cluster Computing. 19, 4, p. 2273-2284 12 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Applying an online game-based formative assessment in a flowchart-based intelligent tutoring system for improving problem-solving skills

Hooshyar, D., Ahmad, R. B., Yousefi, M., Fathi, M., Horng, S. J. & Lim, H. S., 2016 Mar 1, In : Computers and Education. 94, p. 18-36 19 p.

Research output: Contribution to journalArticle

52 Citations (Scopus)

A solution-based intelligent tutoring system integrated with an online game-based formative assessment: development and evaluation

Hooshyar, D., Ahmad, R. B., Yousefi, M., Fathi, M., Abdollahi, A., Horng, S. J. & Lim, H. S., 2016 Feb 12, (Accepted/In press) In : Educational Technology Research and Development. p. 1-22 22 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

A study on factor analysis to support knowledge based decisions for a smart class

Jo, J., Park, J., Ji, H., Yang, Y. & Lim, H. S., 2016 Mar 1, In : Information Technology and Management. 17, 1, p. 43-56 14 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Comparing Programming Language Comprehension between Novice and Expert Programmers Using EEG Analysis

Lee, S., Matteson, A., Hooshyar, D., Kim, S., Jung, J., Nam, G. & Lim, H. S., 2016 Dec 16, Proceedings - 2016 IEEE 16th International Conference on Bioinformatics and Bioengineering, BIBE 2016. Institute of Electrical and Electronics Engineers Inc., p. 350-355 6 p. 7790010

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

How to judge learning on online learning minimum learning judgment system

Jo, J. & Lim, H. S., 2016 Jan 1, p. 597-598. 2 p.

Research output: Contribution to conferencePaper

1 Citation (Scopus)

Mining students activities from a computer supported collaborative learning system based on peer to peer network

Ji, H., Park, K., Jo, J. & Lim, H. S., 2016 May 1, In : Peer-to-Peer Networking and Applications. 9, 3, p. 465-476 12 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Predicting Second Language Proficiency Level Using Linguistic Cognitive Task and Machine Learning Techniques

Yang, Y. W., Yu, W. H. & Lim, H. S., 2016 Jan 1, In : Wireless Personal Communications. 86, 1, p. 271-285 15 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

SITS: a solution-based intelligent tutoring system for students’ acquisition of problem-solving skills in computer programming

Hooshyar, D., Ahmad, R. B., Yousefi, M., Fathi, M., Horng, S. J. & Lim, H. S., 2016 Jun 1, (Accepted/In press) In : Innovations in Education and Teaching International. p. 1-11 11 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)
2015

A Method for Measuring Cooperative Activities in a Social Network Supported Learning Environment

Park, J., Ji, H., Jo, J. & Lim, H. S., 2015 Oct 22, (Accepted/In press) In : Wireless Personal Communications.

Research output: Contribution to journalArticle

4 Citations (Scopus)
4 Citations (Scopus)

A study on effectiveness of Smart Classrooms through interaction analysis

Jo, J. & Lim, H. S., 2015 Mar 1, In : Advanced Science Letters. 21, 3, p. 557-561 5 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Design and implementation of knowledge sharing using smart using smart devices

Park, K. & Lim, H. S., 2015, In : International Journal of Artificial Intelligence. 13, 1, p. 1-7 7 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Development of a Learner Profiling System Using Multidimensional Characteristics Analysis

Park, K., Ji, H. & Lim, H. S., 2015, In : Mathematical Problems in Engineering. 2015, 652623.

Research output: Contribution to journalArticle

1 Citation (Scopus)

The dynamic group authentication scheme for P2P based mobile commerce

Yun, S. & Lim, H. S., 2015 Jan 1, Lecture Notes in Electrical Engineering. Springer Verlag, Vol. 330. p. 1009-1015 7 p. (Lecture Notes in Electrical Engineering; vol. 330).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014
1 Citation (Scopus)

A computational model explaining language phenomena on Korean visual word recognition

Park, K. & Lim, H. S., 2014 Mar 1, In : Cognitive Systems Research. 27, p. 11-24 14 p.

Research output: Contribution to journalArticle

Acquiring lexical knowledge using raw corpora and unsupervised clustering method

Park, K. & Lim, H. S., 2014 Jan 1, In : Cluster Computing. 17, 3, p. 901-910 10 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

An Integrated Teaching and Learning Assistance System Meeting Requirements for Smart Education

Jo, J., Park, K., Lee, D. & Lim, H. S., 2014 Jan 1, In : Wireless Personal Communications. 79, 4, p. 2453-2467 15 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)

Multiple categorizations of products: Cognitive modeling of customers through social media data mining

Song, G. Y., Cheon, Y., Lee, K., Lim, H. S., Chung, K. Y. & Rim, H-C., 2014 Jan 1, In : Personal and Ubiquitous Computing. 18, 6, p. 1387-1403 17 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Strategic analysis and success factors of the enterprises through the convergence

Han, J. W. & Lim, H. S., 2014, In : International Journal of Applied Engineering Research. 9, 22, p. 15615-15626 12 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)