Laboratory for Image and Media Understanding,Department of Advanced Information Technology, Kyushu University

Journals (Peer-reviewed)

1. Sukrit Leelaluk, Cheng Tang, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Takayoshi Yamashita, Atsushi Shimada
   Attention-Based Artificial Neural Network for Student Performance Prediction Based on Learning Activities
   IEEE Access 2024, Vol.12, pp.100659-100675, 2024.07
   BibTeX
2. Seiyu Okai, Tsubasa Minematsu, Fumiya Okubo, Yuta Taniguchi, Hideaki Uchiyama, Atsushi Shimada
   A System to Realize Time- and Location-Independent Teaching and Learning Among Learners Through Sharing Learning-Articles
   Towards a Collaborative Society Through Creative Learning, Vol.685, pp.475–487, 2023.09
   BibTeX
3. Kanu Shiga, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada, Rin-ichiro Taniguchi
   Development and Evaluation of a Field Environment Digest System for Agricultural Education
   Towards a Collaborative Society Through Creative Learning, Vol.685, pp.87-99, 2023.09
   BibTeX
4. Fumiya Okubo, Tetsuya Shiino, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada
   Adaptive Learning Support System Based on Automatic Recommendation of Personalized Review Materials
   IEEE Transactions on Learning Technologies, Vol.16, No.1, pp.92 - 105, 2023.02
   BibTeX
5. Ryusuke Murata, Fumiya Okubo, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada
   Recurrent Neural Network-FitNets: Improving Early Prediction of Student Performance by Time-Series Knowledge Distillation
   Journal of Educational Computing Research, 2022.10
   BibTeX
6. Yuta Taniguchi, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada
   Visualizing Source-Code Evolution for Understanding Class-Wide Programming Processes
   Sustainability, Vol.14, No.13, 2022.07
   BibTeX
7. Yuta Taniguchi, Takuro Owatari, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada
   Live Sharing of Learning Activities on E-Books for Enhanced Learning in Online Classes
   Sustainability, Vol.14, No.12, 2022.06
   BibTeX
8. Mohamed A. Abdelwahab, Shizuo Kaji, Maiya Hori, Shigeru Takano, Yutaka Arakawa, Rin-ichiro Taniguchi
   Measuring “Nigiwai” From Pedestrian Movement
   IEEE Access, Vol.9, pp.24859-24871, 2021.02
   BibTeX, doi
9. Li Chen, Nobuyuki Yoshimatsu, Yoshiko Goda, Fumiya Okubo, Yuta Taniguchi, Misato Oi, Shin'ichi Konomi, Atsushi Shimada, Hiroaki Ogata, Masanori Yamada
   Direction of collaborative problem solving-based STEM learning by learning analytics approach
   Research and Practice in Technology Enhanced Learning, Vol.14, No.1, pp.1-28, 2019.12
   BibTeX

International Conferences (Peer-reviewed)

1. Erwin D. LOPEZ Z., Cheng TANG, Yuta TANIGUCHI, Fumiya OKUBO, Shimada ATSUSHI
   Automated Recommendations for Revising Lecture Slides Using Reading Activity Data
   The 32nd International Conference on Computers in Education (ICCE 2024), pp.246-255, 2024.11
   BibTeX
2. Ryusei Munemura, Fumiya Okubo, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada
   Generating Explanatory Texts on Relationships Between Subjects and Their Positions in a Curriculum Using Generative AI
   21st International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2024), 2024.10
   BibTeX
3. Yongle Ren, Cheng Tang, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
   QA-Knowledge Attention for Exam Performance Prediction
   Technology Enhanced Learning for Inclusive and Equitable Quality Education (EC-TEL 2024), Vol.15159, No.1, pp.375-389, 2024.09
   BibTeX
4. Cheng Tang, Li Chen, Gen Li, Tsubasa Minematsu, Fumiya Okubo, Yuta Taniguchi, Atsushi Shimada
   Visual Analytics of Learning Behavior Based on the Dendritic Neuron Model
   International Conference on Knowledge Science, Engineering and Management (KSEM 2024), Vol.2, pp.192-203, 2024.08
   BibTeX
5. Yuma Miyazaki, Svabensky Valdemar, Yuta Taniguchi, Fumiya Okubo, Tsubasa Minematsu, Atsushi Shimada
   E2Vec: Feature Embedding with Temporal Information for Analyzing Student Actions in E-Book Systems
   The 17th International Conference on Educational Data Mining (EDM2024), 2024.07
   BibTeX
6. Dao Zhou, Tsubasa Minematsu, Cheng Tang, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
   A Human-in-the-Loop Annotation Framework for Surveillance Scenarios with Enhanced Overlapping Object Detection
   The 30th International Workshop on Frontiers of Computer Vision 2024 (IW-FCV2024), 2024.02
   BibTeX
7. Ikkei Igawa, Yuta Taniguchi, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada
   Investigating Programming Performance Predictability from Embedding Vectors of Coding Behaviors
   International Conference on Computers in Education 2023 (ICCE2023), Vol.1, pp.487-489, 2023.12
   BibTeX
8. Erwin D. Lopez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
   LECTOR: An attention-based model to quantify e-book lecture slides and topics relationships
   The 16th International Conference on Educational Data Mining (EDM2023), pp.419-424, 2023.07
   BibTeX
9. Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada
   Contrastive Learning For Reading Behavior Embedding in E-book System
   The 24th International Conference on Artificial Intelligence in Education (AIED2023), Vol.1, pp.426-437, 2023.07
   BibTeX
10. Sukrit Leelaluk, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Takayoshi Yamashita, Atsushi Shimada
    LSTM with Attention Mechanism for Students’ Performance Prediction Based on Reading Behavior
    The 5th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK23 Data Challenge), 2023.03
    BibTeX
11. Sukrit Leelaluk, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Takayoshi Yamashita, Atsushi Shimada
    Scaled-Dot Product Attention for Early Detection of At-Risk Students
    IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE2022), pp.316-322, 2022.12
    BibTeX
12. Taiki Hamada, Tsubasa Minematsu, Atsushi Shimada, Fumiya Okubo, Yuta Taniguchi
    Background Subtraction Network Module Ensemble for Background Scene Adaptation
    International Conference on Advanced Video and Signal Based Surveillance (AVSS2022), 2022.12
    BibTeX
13. Jinghao Wang, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
    Topic-Based Representation of Learning Activities for New Learning Pattern Analytics
    International Conference on Computers in Education 2022 (ICCE2022), Vol.1, pp.268-278, 2022.11
    BibTeX
14. Erwin D. Lopez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
    Assessment of At-Risk Students’ Predictions From E-Book Activities Representations In Practical Applications
    International Conference on Computers in Education 2022 (ICCE2022), Vol.1, pp.279-288, 2022.11
    BibTeX
15. Ikkei Igawa, Yuta Taniguchi, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada
    Detection of At-Risk Students in Programming Courses
    International Conference on Computers in Education 2022 (ICCE2022), Vol.1, pp.308-313, 2022.11
    BibTeX
16. Kanu Shiga, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada, Rin-ichiro Taniguchi
    Development and Evaluation of a Field Environment Digest System for Agricultural Education
    IFIP World Conference on Computers in Education (WCCE2022), 2022.08
    BibTeX
17. Seiyu Okai, Tsubasa Minematsu, Fumiya Okubo, Yuta Taniguchi, Hideaki Uchiyama, Atsushi Shimada
    A system to realize time- and location-independent teaching and learning among leaners through sharing learning-articles
    IFIP World Conference on Computers in Education (WCCE2022), 2022.08
    BibTeX
18. Boyi Li, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
    How Does Analysis of Handwritten Notes Provide Better Insights for Learning Behavior?
    The 12th International Learning Analytics and Knowledge Conference, 2022.03
    BibTeX
19. Erwin D. Lopez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
    Encoding students reading characteristics to improve low academic performance predictive models
    The 12th International Conference on Learning Analytics & Knowledge (LAK22), 2022.03
    BibTeX
20. Erwin D. Lopez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
    Exploring the use of probabilistic latent representations to encode the students' reading characteristics
    The 4th Workshop on Predicting Performance Based on the Analysis of Reading Behavior（LAK22）, 2022.03
    BibTeX
21. Yuta Taniguchi, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada
    Coding Trajectory Map: Student Programming Situations Made Visually Locatable
    The 12th Internal Learning Analytics and Knowledge Conference, 2022.03
    BibTeX
22. Sukrit Leelaluk, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
    Predicting student performance based on Lecture Materials data using Neural Network Models
    The 4th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK22 Data Challenge), 2022.03
    BibTeX
23. Ryusuke Murata, Fumiya Okubo, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada
    New Perspective on Input Feature Analysis for Early Feedback by Student Performance Prediction Considering the Future Effect
    The 12th Internal Learning Analytics and Knowledge Conference（LAK22）, 2022.03
    BibTeX
24. Yuta Taniguchi, Tsubasa Minematsu, Atsushi Shimada
    Composing Learning Environments with e-Textbook System
    Third International Workshop on Inteligent Textbooks 2021, 2021.06
    BibTeX
25. Keita Nakayama, Atsushi Shimada, Tsubasa Minematsu, Yuta Taniguchi, Rin-ichiro Taniguchi
    K-TIPS:Knowledge extension based on Tailor-made Information Provision System
    16th International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2019), 2019.11
    BibTeX
26. Yuta Taniguchi, Atsushi Shimada, Shin’Ichi Konomi
    Investigating Error Resolution Processes in C Programming Exercise Courses
    12th International Conference on Educational Data Mining (EDM 2019), 2019.06
    BibTeX
27. Atsushi Shimada, Kousuke Mouri, Yuta Taniguchi, Hiroaki Ogata, Rin-ichiro Taniguchi, Shin'ichi Konomi
    Optimizing Assignment of Students to Courses based on Learning Activity Analytics
    12th International Conference on Educational Data Mining (EDM 2019), 2019.06
    BibTeX
28. Yuta Taniguchi, Atsushi Shimada, Masanori Yamada, Shin'ichi Konomi
    Recommending Highlights on Students' E-Textbooks
    Society for Information Technology & Teacher Education International Conference 2019, 2019.03
    BibTeX
29. Tetsuya Shiino, Atsushi Shimada, Tsubasa Minematsu, Kohei Hatano, Yuta Taniguchi, Shin’ichi Konomi, Rin-ichiro Taniguchi
    Page-wise Difficulty Level Estimation using e-Book Operation Logs
    The 9th International Conference on Learning Analytics & Knowledge (LAK19) , 2019.03
    BibTeX
30. Masanori Yamada, Atsushi Shimada, Misato Oi, Yuta Taniguchi, Shin'ichi Konomi
    BR-MAP: CONCEPT MAP SYSTEM USING E-BOOK LOGS
    15th International Conference on Cognition and Exploratory Learning in Digital Age 2018, 2018.10
    BibTeX
31. Atsushi Shimada, Fumiya Okubo, Yuta Taniguchi, Hiroaki Ogata, Rin-ichiro Taniguchi, Shin’ichi Konomi
    Relation Analysis between Learning Activities on Digital Learning System and Seating Area in Classrooms
    11th International Conference on Educational Data Mining, 2018.07
    BibTeX
32. Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada, Shin’ichi Konomi
    How are Students Struggling in Programming? Understanding Learning Processes from Multiple Learning Logs
    11th International Conference on Educational Data Mining, pp.510-513, 2018.07
    BibTeX
33. Atsushi Shimada, Yuta Taniguchi, Fumiya Okubo, Shinichi Konomi, Hiroaki Ogata
    Online Change Detection for Monitoring Individual Student Behavior via Clickstream Data on e-Book System
    8th International Conference on Learning Analytics & Knowledge (LAK’18), pp.446-450, 2018.03
    BibTeX
34. Fumiya Okubo, Takayoshi Yamashita, Atsushi Shimada, Yuta Taniguchi, Shin'ichi Konomi
    On the Prediction of Students’ Quiz Score by Recurrent Neural Network
    Multimodal Learning Analytics Across Spaces Workshop (CrossMMLA), 2018.03
    BibTeX
35. Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada, Shinichi Konomi
    Analysis on Students’ Usage of Highlighters on Etextbooks in Classroom
    25th International Conference on Computers in Education (ICCE2017), pp.514-516, 2017.12
    BibTeX
36. Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada, Shin’ichi Konomi
    EXPLORING STUDENTS’ LEARNING JOURNALS WITH WEB-BASED INTERACTIVE REPORT TOOL
    14th INTERNATIONAL CONFERENCE on COGNITION AND EXPLORATORY LEARNING IN THE DIGITAL AGE (CELDA 2017), pp.251-254, 2017.10
    BibTeX
37. Fumiya Okubo, Atsushi Shimada, Yuta Taniguchi, Shin’ichi Konomi
    A VISUALIZATION SYSTEM FOR PREDICTING LEARNING ACTIVITIES USING STATE TRANSITION GRAPHS
    14th INTERNATIONAL CONFERENCE on COGNITION AND EXPLORATORY LEARNING IN THE DIGITAL AGE (CELDA 2017), pp.173-180, 2017.10
    BibTeX
38. Shin'Ichi Konomi, Atsushi Shimada, Masanori Yamada, Fumiya Okubo, Yuta Taniguchi, Jingyun Wang
    Towards a Learner-Centric Notification Environment for Multimodal Learning Platforms
    Cross Multimodal Learning Analytics Workshop, 2017.09
    BibTeX
39. Yuta Taniguchi, Daiki Suehiro, Atsushi Shimada, Hiroaki Ogata
    Revealing Hidden Impression Topics in Students' Journals Based on Nonnegative Matrix Factorization
    IEEE International Conference on Advanced Learning Technologies(ICALT2017), pp.298-300, 2017.07
    BibTeX
40. Daiki Suehiro, Yuta Taniguchi, Atsushi Shimada, Hiroaki Ogata
    Face-to-Face Teaching Analytics: Extracting Teaching Activities from E-book Logs via Time-Series Analysis
    IEEE International Conference on Advanced Learning Technologies(ICALT2017), pp.267-268, 2017.07
    BibTeX
41. Hiroaki Ogata, Yuta Taniguchi, Daiki Suehiro, Atsushi Shimada, Misato Oi, Fumiya Okubo, Masanori Yamada, Kentaro Kojima
    M2B System: A Digital Learning Platform for Traditional Classrooms in University
    The 7th International Conference on Learning Analytics & Knowledge Understanding, 2017.03
    BibTeX
42. Xinyu Fu, Atsushi Shimada, Yuta Taniguchi, Daiki Suehiro, Hiroaki Ogata
    Real-time Learning Analytics for C Programming Language Courses
    The 7th International Conference on Learning Analytics & Knowledge Understanding, 2017.03
    BibTeX
43. Yutaka Araki, Daisaku Arita, Rin-ichiro Taniguchi, Seiichi Uchida, Ryo Kurazume, Tsutomu Hasegawa
    Construction of Symbolic Representation from Human Motion Information
    Proc. of International Conference of Knowledge-based Intelligent Information and Engineering Systems, Vol.2, pp.212-219, 2006.10
    BibTeX
44. Yutaka Araki, Daisaku Arita, Rin-ichiro Taniguchi
    Motion motif extraction from high-dimensional motion information
    Proc. of the 12th Korea-Japan Joint Workshop on Frontiers of Computer Vision, pp.92-97, 2006.02
    BibTeX

Domestic Conferences (Non-Peer-reviewed)

1. Yiduo Gao, Yuta Taniguchi, Shin'ichi Konomi, Kentaro Kojima, Atsushi Shimada, Hiroaki Ogata
   Learning Style Based Collaborative Learning Construction: Can it Improve Group Work in a Learning Environment
   信学技報教育工学(ET2017-79), 2018.01
   BibTeX
2. Li Huiyong, Tsuchiya Tomoyuki, Suehiro Daiki, Taniguchi Yuta, Shimada Atsushi, Suzuki Yubun, Ohashi Hiroshi, Ogata Hiroaki
   Behavioral Analysis and Visualization on Learning Logs from the CALL Course
   2017年度 人工知能学会全国大会, 2017.05
   BibTeX

Others (Non-Peer-reviewed)

1. Fumiya Okubo, Masanori Yamada, Misato Oi, Atsushi Shimada, Yuta Taniguchi, Shin'ichi Konomi
   Learning Support Ssytems Based on Cohesive Learning Analytics
   Emerging Trends in Learning Analytics: Leveraging the Power of Education Data, Brill Sense, Myint Swe Khine, pp.223-248, 2019.05
   BibTeX