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Journal Articles
- 2024
[j21]Hyeonseok Moon
, Myunghoon Kang, Jaehyung Seo, Sugyeong Eo, Chanjun Park, Yeongwook Yang, Heuiseok Lim:
Exploiting Hanja-Based Resources in Processing Korean Historic Documents Written by Common Literati. IEEE Access 12: 59909-59919 (2024)- [j20]Danial Hooshyar, Yeongwook Yang:
Problems With SHAP and LIME in Interpretable AI for Education: A Comparative Study of Post-Hoc Explanations and Neural-Symbolic Rule Extraction. IEEE Access 12: 137472-137490 (2024) - [j19]Danial Hooshyar, Yeongwook Yang:
ImageLM: Interpretable image-based learner modelling for classifying learners' computational thinking. Expert Syst. Appl. 238(Part E): 122283 (2024) - [j18]Danial Hooshyar, Roger Azevedo, Yeongwook Yang:
Augmenting Deep Neural Networks with Symbolic Educational Knowledge: Towards Trustworthy and Interpretable AI for Education. Mach. Learn. Knowl. Extr. 6(1): 593-618 (2024) - 2023
- [j17]Danial Hooshyar, Nour El Mawas, Marcelo Milrad, YeongWook Yang:
Modeling Learners to Early Predict Their Performance in Educational Computer Games. IEEE Access 11: 20399-20417 (2023) - [j16]Jaechoon Jo, Eunsun Yi, YeongWook Yang, Shin-Hyeong Choi:
Game-based assessment tool using convergence of gamification and motivation theory in intelligent tutoring system. Pers. Ubiquitous Comput. 27(3): 1149-1159 (2023) - 2022
- [j15]Danial Hooshyar, Yueh-Min Huang, YeongWook Yang:
GameDKT: Deep knowledge tracing in educational games. Expert Syst. Appl. 196: 116670 (2022) - [j14]YeongWook Yang, Jaechoon Jo, Heuiseok Lim:
Unifying user preference and item knowledge-based similarity models for top-N recommendation. Pers. Ubiquitous Comput. 26(2): 407-416 (2022) - 2021
- [j13]Danial Hooshyar, Liina Malva, YeongWook Yang, Margus Pedaste, Minhong Wang, Heuiseok Lim:
An adaptive educational computer game: Effects on students' knowledge and learning attitude in computational thinking. Comput. Hum. Behav. 114: 106575 (2021) - [j12]Chanjun Park, Kuekyeng Kim, YeongWook Yang, Minho Kang, Heuiseok Lim:
Neural spelling correction: translating incorrect sentences to correct sentences for multimedia. Multim. Tools Appl. 80(26): 34591-34608 (2021) - 2020
- [j11]Chanjun Park, YeongWook Yang, Chanhee Lee, Heuiseok Lim:
Comparison of the Evaluation Metrics for Neural Grammatical Error Correction With Overcorrection. IEEE Access 8: 106264-106272 (2020) - [j10]Chanjun Park, Chanhee Lee, YeongWook Yang, Heuiseok Lim:
Ancient Korean Neural Machine Translation. IEEE Access 8: 116617-116625 (2020) - [j9]Danial Hooshyar, YeongWook Yang, Margus Pedaste, Yueh-Min Huang:
Clustering Algorithms in an Educational Context: An Automatic Comparative Approach. IEEE Access 8: 146994-147014 (2020) - [j8]YeongWook Yang, Hong-Jun Jang, Byoungwook Kim:
A Hybrid Recommender System for Sequential Recommendation: Combining Similarity Models With Markov Chains. IEEE Access 8: 190136-190146 (2020) - [j7]Danial Hooshyar, Margus Pedaste, YeongWook Yang:
Mining Educational Data to Predict Students' Performance through Procrastination Behavior. Entropy 22(1): 12 (2020) - [j6]YeongWook Yang, Danial Hooshyar, Jaechoon Jo, Heuiseok Lim:
A group preference-based item similarity model: comparison of clustering techniques in ambient and context-aware recommender systems. J. Ambient Intell. Humaniz. Comput. 11(4): 1441-1449 (2020) - [j5]YeongWook Yang, Danial Hooshyar, Margus Pedaste, Minhong Wang, Yueh-Min Huang, Heuiseok Lim:
Predicting course achievement of university students based on their procrastination behaviour on Moodle. Soft Comput. 24(24): 18777-18793 (2020) - 2019
- [j4]Danial Hooshyar, Seolhwa Lee, YeongWook Yang, Jaechoon Jo, Heuiseok Lim:
Long-term effects of adaptive customization support on elderly people. Cogn. Technol. Work. 21(3): 371-382 (2019) - [j3]YeongWook Yang, Danial Hooshyar, Heuiseok Lim:
GPS: Factorized group preference-based similarity models for sparse sequential recommendation. Inf. Sci. 481: 394-411 (2019) - 2016
- [j2]Jaechoon Jo, Jeongbae Park, Hyesung Ji, YeongWook Yang, Heuiseok Lim:
A study on factor analysis to support knowledge based decisions for a smart class. Inf. Technol. Manag. 17(1): 43-56 (2016) - [j1]YeongWook Yang, WonHee Yu, Heuiseok Lim:
Predicting Second Language Proficiency Level Using Linguistic Cognitive Task and Machine Learning Techniques. Wirel. Pers. Commun. 86(1): 271-285 (2016)
Conference and Workshop Papers
- 2022
- [c8]Yu-Cheng Chien, Pei-Yu Cheng, Lin-Tao Csui, YeongWook Yang, Danial Hooshyar, Yueh-Min Huang:
Exploring the Relationship Between Learning Achievement and Discussion Records in Remote Maker Activities. ICITL 2022: 43-51 - 2021
- [c7]Shu-Chen Cheng, Yu-Ping Cheng, Yueh-Min Huang, YeongWook Yang:
Combining Flipped Learning and Formative Assessment to Enhance the Learning Performance of Students in Programming. ICITL 2021: 498-507 - 2020
- [c6]Nour El Mawas, Danial Hooshyar, YeongWook Yang:
Effects of Adaptive Educational Games on Adults' Computational Thinking. CSEDU (Selected Papers) 2020: 162-176 - [c5]Nour El Mawas, Danial Hooshyar, YeongWook Yang:
Investigating the Learning Impact of Autothinking Educational Game on Adults: A Case Study of France. CSEDU (2) 2020: 188-196 - [c4]Liina Malva, Danial Hooshyar, YeongWook Yang, Margus Pedaste:
Engaging Estonian primary school children in computational thinking through adaptive educational games: A qualitative study. ICALT 2020: 188-190 - [c3]Danial Hooshyar, Emanuele Bardone, Nour El Mawas, YeongWook Yang:
Transparent Player Model: Adaptive Visualization of Learner Model in Educational Games. ICITL 2020: 349-357 - 2019
- [c2]Jaechoon Jo, YeongWook Yang, Gyeongmin Kim, Heuiseok Lim:
A Comparative Analysis of Emotional Words for Learning Effectiveness in Online Education. EDM 2019 - [c1]Danial Hooshyar, Heuiseok Lim, Margus Pedaste, Kisu Yang, Moein Fathi, YeongWook Yang:
AutoThinking: An Adaptive Computational Thinking Game. ICITL 2019: 381-391
Informal and Other Publications
- 2023
- [i1]Danial Hooshyar, Roger Azevedo, Yeongwook Yang:
Augmenting deep neural networks with symbolic knowledge: Towards trustworthy and interpretable AI for education. CoRR abs/2311.00393 (2023)
Coauthor Index
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