Danial Hooshyar

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 35

Top Topics

Scene Segmentation

Educational Games

Top Venues

J. Comput. Assist. Learn.

Publications

Danial Hooshyar, Yeongwook Yang
ImageLM: Interpretable image-based learner modelling for classifying learners' computational thinking. Expert Syst. Appl. 238 (Part E) (2024)
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) (2024)
Danial Hooshyar
Temporal learner modelling through integration of neural and symbolic architectures. Educ. Inf. Technol. 29 (1) (2024)
Danial Hooshyar, Nour El Mawas, Marcelo Milrad, YeongWook Yang
Modeling Learners to Early Predict Their Performance in Educational Computer Games. IEEE Access 11 (2023)
Danial Hooshyar, Roger Azevedo, Yeongwook Yang
Augmenting deep neural networks with symbolic knowledge: Towards trustworthy and interpretable AI for education. CoRR (2023)
Danial Hooshyar, Yueh-Min Huang, YeongWook Yang
GameDKT: Deep knowledge tracing in educational games. Expert Syst. Appl. 196 (2022)
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)
Danial Hooshyar
Effects of technology-enhanced learning approaches on learners with different prior learning attitudes and knowledge in computational thinking. Comput. Appl. Eng. Educ. 30 (1) (2022)
Hsin-Yu Lee, Yu-Cheng Chien, Pei-Yu Chang, Danial Hooshyar, Yueh-Min Huang
Use Object-Detection to Identify Materials and Tools for STEAM Hands-on Activity. ICITL (2021)
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 (2021)
Danial Hooshyar, YeongWook Yang
Predicting Course Grade through Comprehensive Modelling of Students' Learning Behavioral Pattern. Complex. 2021 (2021)
Danial Hooshyar, Margus Pedaste, Katrin Saks, Äli Leijen, Emanuele Bardone, Minhong Wang
Open learner models in supporting self-regulated learning in higher education: A systematic literature review. Comput. Educ. 154 (2020)
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) (2020)
Emanuele Bardone, Danial Hooshyar, Margus Pedaste
Theorising the Open Learner Model as an educational tool: An Open Challenge. ICALT (2020)
Nour El Mawas, Danial Hooshyar, YeongWook Yang
Effects of Adaptive Educational Games on Adults' Computational Thinking. CSEDU (Selected Papers) (2020)
Danial Hooshyar, Emanuele Bardone, Nour El Mawas, YeongWook Yang
Transparent Player Model: Adaptive Visualization of Learner Model in Educational Games. ICITL (2020)
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)
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)
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) (2020)
Danial Hooshyar, Margus Pedaste, YeongWook Yang
Mining Educational Data to Predict Students' Performance through Procrastination Behavior. Entropy 22 (1) (2020)
Danial Hooshyar, YeongWook Yang, Margus Pedaste, Yueh-Min Huang
Clustering Algorithms in an Educational Context: An Automatic Comparative Approach. IEEE Access 8 (2020)
Seolhwa Lee, Dongyub Lee, Danial Hooshyar, Jaechoon Jo, Heuiseok Lim
Integrating breakdown detection into dialogue systems to improve knowledge management: encoding temporal utterances with memory attention. Inf. Technol. Manag. 21 (1) (2020)
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) (2019)
Heuiseok Lim, Danial Hooshyar, Hyesung Ji, SeolHwa Lee, Jaechoon Jo
SmartSenior: Automatic Content Personalization Through Semi-supervised Learning. Wirel. Pers. Commun. 105 (2) (2019)
Danial Hooshyar, Külli Kori, Margus Pedaste, Emanuele Bardone
The potential of open learner models to promote active thinking by enhancing self-regulated learning in online higher education learning environments. Br. J. Educ. Technol. 50 (5) (2019)
Hyesung Ji, Danial Hooshyar, Kuekyeng Kim, Heuiseok Lim
A semantic-based video scene segmentation using a deep neural network. J. Inf. Sci. 45 (6) (2019)
YeongWook Yang, Danial Hooshyar, Heuiseok Lim
GPS: Factorized group preference-based similarity models for sparse sequential recommendation. Inf. Sci. 481 (2019)
Danial Hooshyar, Heuiseok Lim, Margus Pedaste, Kisu Yang, Moein Fathi, YeongWook Yang
AutoThinking: An Adaptive Computational Thinking Game. ICITL (2019)
Danial Hooshyar, Moslem Yousefi, Heuiseok Lim
A systematic review of data-driven approaches in player modeling of educational games. Artif. Intell. Rev. 52 (3) (2019)
SeolHwa Lee, Danial Hooshyar, Hyesung Ji, Kichun Nam, Heuiseok Lim
Mining biometric data to predict programmer expertise and task difficulty. Clust. Comput. 21 (1) (2018)
Danial Hooshyar, Moslem Yousefi, Minhong Wang, Heuiseok Lim
A data-driven procedural-content-generation approach for educational games. J. Comput. Assist. Learn. 34 (6) (2018)
Danial Hooshyar, Moslem Yousefi, Heuiseok Lim
Data-Driven Approaches to Game Player Modeling: A Systematic Literature Review. ACM Comput. Surv. 50 (6) (2018)
Youdong Yun, Danial Hooshyar, Jaechoon Jo, Heuiseok Lim
Developing a hybrid collaborative filtering recommendation system with opinion mining on purchase review. J. Inf. Sci. 44 (3) (2018)
Danial Hooshyar, Rodina Binti Ahmad, Moslem Yousefi, Moein Fathi, Shi-Jinn Horng, Heuiseok Lim
Applying an online game-based formative assessment in a flowchart-based intelligent tutoring system for improving problem-solving skills. Comput. Educ. 94 (2016)
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. BIBE (2016)
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. Int. J. Adv. Intell. Paradigms 7 (1) (2015)
Danial Hooshyar, Rodina Binti Ahmad, Moslem Yousefi, Farrah Dina Yusop, Shi-Jinn Horng
A flowchart-based intelligent tutoring system for improving problem-solving skills of novice programmers. J. Comput. Assist. Learn. 31 (4) (2015)
Danial Hooshyar, Rodina Binti Ahmad, Mohd Hairul Nizam Bin Md Nasir
A framework for automatic text-to-flowchart conversion: A novel teaching aid for novice programmers. IC3INA (2014)