Yeongwook Yang

36 papers B 2Journal 28Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Linguistically Informed Graph Model and Semantic Contrastive Learning for Korean Short Text Classification. CoRR JaeGeon Yoo, Byoungwook Kim, Yeongwook Yang, Hong-Jun Jang
2025	J	`jnl`	Predicting Course Grades Through Comprehensive Modeling of Students' Learning Behavioral Patterns. Complex. Danial Hooshyar, Yeongwook Yang
2025	J	`jnl`	Problems With Large Language Models for Learner Modelling: Why LLMs Alone Fall Short for Responsible Tutoring in K-12 Education. CoRR Danial Hooshyar, Yeongwook Yang, Gustav Sír, Tommi Kärkkäinen, Raija Hämäläinen, Mutlu Cukurova, Roger Azevedo
2025	J	`jnl`	Towards Responsible and Trustworthy Educational Data Mining: Comparing Symbolic, Sub-Symbolic, and Neural-Symbolic AI Methods. CoRR Danial Hooshyar, Eve Kikas, Yeongwook Yang, Gustav Sír, Raija Hämäläinen, Tommi Kärkkäinen, Roger Azevedo
2025	J	`jnl`	Towards responsible AI for education: Hybrid human-AI to confront the Elephant in the room. CoRR Danial Hooshyar, Gustav Sír, Yeongwook Yang, Eve Kikas, Raija Hämäläinen, Tommi Kärkkäinen, Dragan Gasevic, Roger Azevedo
2025	J	`jnl`	Towards responsible AI for education: Hybrid human-AI to confront the elephant in the room. Comput. Educ. Artif. Intell. Danial Hooshyar, Gustav Sír, Yeongwook Yang, Eve Kikas, Raija Hämäläinen, Tommi Kärkkäinen, Dragan Gasevic, Roger Azevedo
2024	J	`jnl`	Augmenting Deep Neural Networks with Symbolic Educational Knowledge: Towards Trustworthy and Interpretable AI for Education. Mach. Learn. Knowl. Extr. Danial Hooshyar, Roger Azevedo, Yeongwook Yang
2024	J	`jnl`	Exploiting Hanja-Based Resources in Processing Korean Historic Documents Written by Common Literati. IEEE Access Hyeonseok Moon, Myunghoon Kang, Jaehyung Seo, Sugyeong Eo, Chanjun Park, Yeongwook Yang, Heuiseok Lim
2024	J	`jnl`	ImageLM: Interpretable image-based learner modelling for classifying learners' computational thinking. Expert Syst. Appl. Danial Hooshyar, Yeongwook Yang
2024	J	`jnl`	Problems With SHAP and LIME in Interpretable AI for Education: A Comparative Study of Post-Hoc Explanations and Neural-Symbolic Rule Extraction. IEEE Access Danial Hooshyar, Yeongwook Yang
2023	J	`jnl`	Augmenting deep neural networks with symbolic knowledge: Towards trustworthy and interpretable AI for education. CoRR Danial Hooshyar, Roger Azevedo, Yeongwook Yang
2023	J	`jnl`	Game-based assessment tool using convergence of gamification and motivation theory in intelligent tutoring system. Pers. Ubiquitous Comput. Jaechoon Jo, Eunsun Yi, Yeongwook Yang, Shin-Hyeong Choi
2023	J	`jnl`	Modeling Learners to Early Predict Their Performance in Educational Computer Games. IEEE Access Danial Hooshyar, Nour El Mawas, Marcelo Milrad, Yeongwook Yang
2022	—	`conf`	Exploring the Relationship Between Learning Achievement and Discussion Records in Remote Maker Activities. ICITL Yu-Cheng Chien, Pei-Yu Cheng, Lin-Tao Csui, Yeongwook Yang, Danial Hooshyar, Yueh-Min Huang
2022	J	`jnl`	GameDKT: Deep knowledge tracing in educational games. Expert Syst. Appl. Danial Hooshyar, Yueh-Min Huang, Yeongwook Yang
2022	J	`jnl`	Unifying user preference and item knowledge-based similarity models for top-N recommendation. Pers. Ubiquitous Comput. Yeongwook Yang, Jaechoon Jo, Heuiseok Lim
2021	J	`jnl`	An adaptive educational computer game: Effects on students' knowledge and learning attitude in computational thinking. Comput. Hum. Behav. Danial Hooshyar, Liina Malva, Yeongwook Yang, Margus Pedaste, Minhong Wang, Heuiseok Lim
2021	—	`conf`	Combining Flipped Learning and Formative Assessment to Enhance the Learning Performance of Students in Programming. ICITL Shu-Chen Cheng, Yu-Ping Cheng, Yueh-Min Huang, Yeongwook Yang
2021	J	`jnl`	Neural spelling correction: translating incorrect sentences to correct sentences for multimedia. Multim. Tools Appl. Chanjun Park, Kuekyeng Kim, Yeongwook Yang, Minho Kang, Heuiseok Lim
2020	J	`jnl`	A Hybrid Recommender System for Sequential Recommendation: Combining Similarity Models With Markov Chains. IEEE Access Yeongwook Yang, Hong-Jun Jang, Byoungwook Kim
2020	J	`jnl`	A group preference-based item similarity model: comparison of clustering techniques in ambient and context-aware recommender systems. J. Ambient Intell. Humaniz. Comput. Yeongwook Yang, Danial Hooshyar, Jaechoon Jo, Heuiseok Lim
2020	J	`jnl`	Ancient Korean Neural Machine Translation. IEEE Access Chanjun Park, Chanhee Lee, Yeongwook Yang, Heuiseok Lim
2020	J	`jnl`	Clustering Algorithms in an Educational Context: An Automatic Comparative Approach. IEEE Access Danial Hooshyar, Yeongwook Yang, Margus Pedaste, Yueh-Min Huang
2020	J	`jnl`	Comparison of the Evaluation Metrics for Neural Grammatical Error Correction With Overcorrection. IEEE Access Chanjun Park, Yeongwook Yang, Chanhee Lee, Heuiseok Lim
2020	—	`conf`	Effects of Adaptive Educational Games on Adults' Computational Thinking. CSEDU (Selected Papers) Nour El Mawas, Danial Hooshyar, Yeongwook Yang
2020	B	`conf`	Engaging Estonian primary school children in computational thinking through adaptive educational games: A qualitative study. ICALT Liina Malva, Danial Hooshyar, Yeongwook Yang, Margus Pedaste
2020	—	`conf`	Investigating the Learning Impact of Autothinking Educational Game on Adults: A Case Study of France. CSEDU (2) Nour El Mawas, Danial Hooshyar, Yeongwook Yang
2020	J	`jnl`	Mining Educational Data to Predict Students' Performance through Procrastination Behavior. Entropy Danial Hooshyar, Margus Pedaste, Yeongwook Yang
2020	J	`jnl`	Predicting course achievement of university students based on their procrastination behaviour on Moodle. Soft Comput. Yeongwook Yang, Danial Hooshyar, Margus Pedaste, Minhong Wang, Yueh-Min Huang, Heuiseok Lim
2020	—	`conf`	Transparent Player Model: Adaptive Visualization of Learner Model in Educational Games. ICITL Danial Hooshyar, Emanuele Bardone, Nour El Mawas, Yeongwook Yang
2019	B	`conf`	A Comparative Analysis of Emotional Words for Learning Effectiveness in Online Education. EDM Jaechoon Jo, Yeongwook Yang, Gyeongmin Kim, Heuiseok Lim
2019	—	`conf`	AutoThinking: An Adaptive Computational Thinking Game. ICITL Danial Hooshyar, Heuiseok Lim, Margus Pedaste, Kisu Yang, Moein Fathi, Yeongwook Yang
2019	J	`jnl`	GPS: Factorized group preference-based similarity models for sparse sequential recommendation. Inf. Sci. Yeongwook Yang, Danial Hooshyar, Heuiseok Lim
2019	J	`jnl`	Long-term effects of adaptive customization support on elderly people. Cogn. Technol. Work. Danial Hooshyar, Seolhwa Lee, Yeongwook Yang, Jaechoon Jo, Heuiseok Lim
2016	J	`jnl`	A study on factor analysis to support knowledge based decisions for a smart class. Inf. Technol. Manag. Jaechoon Jo, Jeongbae Park, Hyesung Ji, Yeongwook Yang, Heuiseok Lim
2016	J	`jnl`	Predicting Second Language Proficiency Level Using Linguistic Cognitive Task and Machine Learning Techniques. Wirel. Pers. Commun. Yeongwook Yang, WonHee Yu, Heuiseok Lim