Brendan Flanagan
Orcid: 0000-0001-7644-997X
According to our database1,
Brendan Flanagan
authored at least 151 papers
between 2012 and 2025.
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Bibliography
2025
Augmentation of Learning Content With Knowledge Components: Automatic Unit Labeling for Various Forms of Japanese Math Materials.
IEEE Trans. Learn. Technol., 2025
What's more important when developing math recommender systems: accuracy, explainability, or both?
Res. Pract. Technol. Enhanc. Learn., 2025
ARCHIE: Exploring Language Learner Behaviors in LLM Chatbot-Supported Active Reading Log Data with Epistemic Network Analysis.
Proceedings of the 15th International Learning Analytics and Knowledge Conference, 2025
2024
Disconnected Connections of Learning Beyond Formal Schooling Through Human-Computer-Human Interactions.
Technol. Knowl. Learn., December, 2024
Co-designing Data-Driven Educational Technology and Practice: Reflections from the Japanese Context.
Technol. Knowl. Learn., December, 2024
Do personal recommendations need to be personalized? Investigating the relationships between student differences and educational recommendations.
Smart Learn. Environ., December, 2024
Beyond recommendation acceptance: explanation's learning effects in a math recommender system.
Res. Pract. Technol. Enhanc. Learn., September, 2024
Algorithmic group formation and group work evaluation in a learning analytics-enhanced environment: implementation study in a Japanese junior high school.
Interact. Learn. Environ., April, 2024
Design of a learning dashboard to enhance reading outcomes and self-directed learning behaviors in out-of-class extensive reading.
Interact. Learn. Environ., March, 2024
Res. Pract. Technol. Enhanc. Learn., 2024
EXAIT: Educational eXplainable Artificial Intelligent Tools for personalized learning.
Res. Pract. Technol. Enhanc. Learn., 2024
Integrating self-explanation and operational data for impasse detection in mathematical learning.
Res. Pract. Technol. Enhanc. Learn., 2024
Unsupervised techniques for generating a standard sample self-explanation answer with knowledge components in a math quiz.
Res. Pract. Technol. Enhanc. Learn., 2024
A human-in-the-loop system for labeling knowledge components in Japanese mathematics exercises.
Res. Pract. Technol. Enhanc. Learn., 2024
Learning analytics and evidence-based K12 education in Japan: usage of data-driven services for mobile learning across two years.
Int. J. Mob. Learn. Organisation, 2024
Evaluating the Effectiveness of Bayesian Knowledge Tracing Model-Based Explainable Recommender.
Int. J. Distance Educ. Technol., 2024
How Good is ChatGPT in Giving Adaptive Guidance Using Knowledge Graphs in E-Learning Environments?
CoRR, 2024
Proceedings of the Joint Proceedings of LAK 2024 Workshops co-located with 14th International Conference on Learning Analytics and Knowledge (LAK 2024), 2024
Representing Learning Progression of Unguided Exercise Solving: A Generalization of Wheel-Spinning Detection.
Proceedings of the Proceeding of the 32nd International Conference on Computers in Education, 2024
Proceedings of the Proceeding of the 32nd International Conference on Computers in Education, 2024
Proceedings of the Proceeding of the 32nd International Conference on Computers in Education, 2024
Empowering Educational Researchers with a Privacy-Centric Data Platform: Design, Implementation, and Implications.
Proceedings of the Proceeding of the 32nd International Conference on Computers in Education, 2024
Proceedings of the Proceeding of the 32nd International Conference on Computers in Education, 2024
Methods of Balancing Model Explainability and Performance in Identifying At-Risk Students.
Proceedings of the Proceeding of the 32nd International Conference on Computers in Education, 2024
Supporting Students' Post-Exam Reflection Needs in College Automation Engineering Course Using LLM.
Proceedings of the Proceeding of the 32nd International Conference on Computers in Education, 2024
Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2024
An Automated Impasse Detection System Based on the Analysis of Self-Explanations in Mathematics.
Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2024
2023
Automated labeling of PDF mathematical exercises with word N-grams VSM classification.
Smart Learn. Environ., December, 2023
Personality-based tailored explainable recommendation for trustworthy smart learning system in the age of artificial intelligence.
Smart Learn. Environ., December, 2023
Interact. Learn. Environ., December, 2023
Enhancing Automated Scoring of Math Self-Explanation Quality Using LLM-Generated Datasets: A Semi-Supervised Approach.
Comput., October, 2023
Learning and Evidence Analytics Framework Bridges Research and Practice for Educational Data Science.
Commun. ACM, July, 2023
Learning in the Digital Age: Power of Shared Learning Logs to Support Sustainable Educational Practices.
IEICE Trans. Inf. Syst., February, 2023
Proceedings of the Proceeding of the 31st International Conference on Computers in Education, 2023
ECLAIR: A Centralized AI-Powered Recommendations System in a Multi-Node EXAIT System.
Proceedings of the Proceeding of the 31st International Conference on Computers in Education, 2023
Construction of an English Grammar Quiz Recommendation System Using Explanation by a Knowledge Map.
Proceedings of the Proceeding of the 31st International Conference on Computers in Education, 2023
Sharing Learning Log while maintaining privacy over blockchain: Heuristic Evaluation of BOLL.
Proceedings of the Proceeding of the 31st International Conference on Computers in Education, 2023
Proceedings of the Proceeding of the 31st International Conference on Computers in Education, 2023
2022
Dataset, April, 2022
Vocabulary recommendation approach for forced migrants using informal language learning tools.
Univers. Access Inf. Soc., 2022
Adaptive formative assessment system based on computerized adaptive testing and the learning memory cycle for personalized learning.
Comput. Educ. Artif. Intell., 2022
Comput. Educ. Artif. Intell., 2022
IEEE Access, 2022
Fine Grain Synthetic Educational Data: Challenges and Limitations of Collaborative Learning Analytics.
IEEE Access, 2022
Preliminary Personal Trait Prediction from High School Summer Vacation e-learning Behavior.
Proceedings of the 4th Workshop on Predicting Performance Based on the Analysis of Reading Behavior, 2022
Educational Explainable Recommender Usage and its Effectiveness in High School Summer Vacation Assignment.
Proceedings of the LAK 2022: 12th International Learning Analytics and Knowledge Conference, Online Event, USA, March 21, 2022
Design of a User-Interpretable Math Quiz Recommender System for Japanese High School Students.
Proceedings of the 4th Workshop on Predicting Performance Based on the Analysis of Reading Behavior, 2022
Nudge Messages for E-Learning Engagement and Student's Personality Traits: Effects and Implication for Personalization.
Proceedings of the Proceeding of the 30th International Conference on Computers in Education, 2022
Proceedings of the Proceeding of the 30th International Conference on Computers in Education, 2022
Proceedings of the Proceeding of the 30th International Conference on Computers in Education, 2022
Explainable English Material Recommendation Using an Information Retrieval Technique for EFL Learning.
Proceedings of the Proceeding of the 30th International Conference on Computers in Education, 2022
Automated Test Set Quiz Maker Optimizing Solving Time and Parameters of Bayesian Knowledge Tracing Model Extracted from Learning Log.
Proceedings of the Proceeding of the 30th International Conference on Computers in Education, 2022
GWpulse: Supporting Learner Modelling and Group Awareness in Online Forum with Sentiment Analysis.
Proceedings of the Proceeding of the 30th International Conference on Computers in Education, 2022
A Quality Data Set for Data Challenge: Featuring 160 Students' Learning Behaviors and Learning Strategies in a Programming Course.
Proceedings of the Proceeding of the 30th International Conference on Computers in Education, 2022
Exploring Predictive Indicators of Reading-Based Online Group Work for Group Formation Teaching Assistance.
Proceedings of the Proceeding of the 30th International Conference on Computers in Education, 2022
Investigation on Practical Effects of the Explanation in a K-12 Math Recommender System.
Proceedings of the Proceeding of the 30th International Conference on Computers in Education, 2022
Learning at a Cafe and Learning at a Lab: Integrating Learning Logs with Smart Eyewear and Environmental Sensor Data.
Proceedings of the International Conference on Advanced Learning Technologies, 2022
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners' and Doctoral Consortium, 2022
An Automatic Self-explanation Sample Answer Generation with Knowledge Components in a Math Quiz.
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners' and Doctoral Consortium, 2022
2021
A framework to foster analysis skill for self-directed activities in data-rich environment.
Res. Pract. Technol. Enhanc. Learn., 2021
Learning analytics of humanities course: reader profiles in critical reading activity.
Res. Pract. Technol. Enhanc. Learn., 2021
BEKT: Deep Knowledge Tracing with Bidirectional Encoder Representations from Transformers.
Proceedings of the Proceeding of the 29th International Conference on Computers in Education, 2021
Toward Educational Explainable Recommender System: Explanation Generation based on Bayesian Knowledge Tracing Parameters.
Proceedings of the Proceeding of the 29th International Conference on Computers in Education, 2021
Proceedings of the Proceeding of the 29th International Conference on Computers in Education, 2021
Identifying Students' Stuck Points Using Self-Explanations and Pen Stroke Data in a Mathematics Quiz.
Proceedings of the Proceeding of the 29th International Conference on Computers in Education, 2021
Proceedings of the Proceeding of the 29th International Conference on Computers in Education, 2021
Proceedings of the Proceeding of the 29th International Conference on Computers in Education, 2021
EFL Vocabulary Learning Using a Learning Analytics-based E-book and Recommender Platform.
Proceedings of the 21st International Conference on Advanced Learning Technologies, 2021
Proceedings of the 21st International Conference on Advanced Learning Technologies, 2021
Proceedings of the 21st International Conference on Advanced Learning Technologies, 2021
Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021
2020
Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020
Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020
Proceedings of the Proceeding of the 28th International Conference on Computers in Education, 2020
How Does The Quality of Students' Highlights Affect Their Learning Performance in e-Book Reading.
Proceedings of the Proceeding of the 28th International Conference on Computers in Education, 2020
Applying Key Concepts Extraction foR Evaluating the Quality of Students' Highlights on e-Book.
Proceedings of the Proceeding of the 28th International Conference on Computers in Education, 2020
Efficiency or Engagement: Comparison of Book Recommendation Approaches in English Extensive Reading.
Proceedings of the Proceeding of the 28th International Conference on Computers in Education, 2020
Proceedings of the Proceeding of the 28th International Conference on Computers in Education, 2020
Proceedings of the Proceeding of the 28th International Conference on Computers in Education, 2020
Proceedings of the Proceeding of the 28th International Conference on Computers in Education, 2020
Proceedings of the Proceeding of the 28th International Conference on Computers in Education, 2020
Identifying Student Engagement and Performance from Reading Behaviors in Open eBook Assessment.
Proceedings of the Proceeding of the 28th International Conference on Computers in Education, 2020
Improving EFL Students' Learning Achievements and Behaviors using a Learning Analytics-based e-book System.
Proceedings of the Proceeding of the 28th International Conference on Computers in Education, 2020
Proceedings of the Proceeding of the 28th International Conference on Computers in Education, 2020
Proceedings of the 20th IEEE International Conference on Advanced Learning Technologies, 2020
The Relationship Between Student Performance and Reading Behavior in Open eBook Assessment.
Proceedings of the 20th IEEE International Conference on Advanced Learning Technologies, 2020
2019
Learning isolated polysemous words: identifying the intended meaning of language learners in informal ubiquitous language learning environments.
Smart Learn. Environ., 2019
Developing an early-warning system for spotting at-risk students by using eBook interaction logs.
Smart Learn. Environ., 2019
Res. Pract. Technol. Enhanc. Learn., 2019
Design of a Location-based Word Recommendation System Based on Association Rule Mining Analysis.
Proceedings of the 8th International Congress on Advanced Applied Informatics, 2019
Proceedings of the Proceeding of the 27th International Conference on Computers in Education, 2019
Proceedings of the Proceeding of the 27th International Conference on Computers in Education, 2019
Learning Evidence Analytics Framework (LEAF) in Practice: A2I2 based Teacher Adoption Approach.
Proceedings of the Proceeding of the 27th International Conference on Computers in Education, 2019
Automatic Vocabulary Study Map Generation by Semantic Context and Learning Material Analysis.
Proceedings of the Proceeding of the 27th International Conference on Computers in Education, 2019
Impacts of a knowledge sharing-based e-book system on students' language learning performance and behaviors.
Proceedings of the Proceeding of the 27th International Conference on Computers in Education, 2019
Proceedings of the Proceeding of the 27th International Conference on Computers in Education, 2019
Exploring the Relationships between Students' Engagement and Academic Performance in the Digital Textbook System.
Proceedings of the Proceeding of the 27th International Conference on Computers in Education, 2019
Proceedings of the Proceeding of the 27th International Conference on Computers in Education, 2019
Adaptive Support for Acquisition of Self-Direction Skills using Learning and Health Data.
Proceedings of the 19th IEEE International Conference on Advanced Learning Technologies, 2019
Proceedings of the Distributed, Ambient and Pervasive Interactions, 2019
2018
Res. Pract. Technol. Enhanc. Learn., 2018
Measuring Behaviors and Identifying Indicators of Self-Regulation in Computer-Assisted Language Learning Courses.
Res. Pract. Technol. Enhanc. Learn., 2018
Res. Pract. Technol. Enhanc. Learn., 2018
An Automatic Method to Extract Online Foreign Language Learner Writing Error Characteristics.
Int. J. Distance Educ. Technol., 2018
Connecting decentralized learning records: a blockchain based learning analytics platform.
Proceedings of the 8th International Conference on Learning Analytics and Knowledge, 2018
Proceedings of the Second Multimodal Learning Analytics Across (Physical and Digital) Spaces co-located with the 8th International Learning Analytics and Knowledge Conference, 2018
Proceedings of the 7th International Congress on Advanced Applied Informatics, 2018
Proceedings of the Proceeding of the 26th International Conference on Computers in Education, 2018
Score Prediction by SVM and its Implication for Japanese EFL Learners' Essay Evaluation.
Proceedings of the Proceeding of the 26th International Conference on Computers in Education, 2018
Proceedings of the Proceeding of the 26th International Conference on Computers in Education, 2018
Beyond Learning Analytics: Framework for Technology-Enhanced Evidence-Based Education and Learning.
Proceedings of the Proceeding of the 26th International Conference on Computers in Education, 2018
GOAL: Supporting Learner's Development of Self-Direction Skills using Health and Learning Data.
Proceedings of the Proceeding of the 26th International Conference on Computers in Education, 2018
Image Recommendation for Informal Vocabulary Learning in a Context-aware Learning Environment.
Proceedings of the Proceeding of the 26th International Conference on Computers in Education, 2018
Proceedings of the Proceeding of the 26th International Conference on Computers in Education, 2018
Proceedings of the Proceeding of the 26th International Conference on Computers in Education, 2018
Proceedings of the Proceeding of the 26th International Conference on Computers in Education, 2018
Proceedings of the Proceeding of the 26th International Conference on Computers in Education, 2018
2017
IEICE Trans. Inf. Syst., 2017
Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017
A Multi-model SVR Approach to Estimating the CEFR Proficiency Level of Grammar Item Features.
Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017
Integration of Learning Analytics Research and Production Systems While Protecting Privacy.
Proceedings of the Proceeding of the 25th International Conference on Computers in Education, 2017
2016
Proceedings of the 5th IIAI International Congress on Advanced Applied Informatics, 2016
Classification of Speaking Proficiency Level by Machine Learning and Feature Selection.
Proceedings of the Emerging Technologies for Education - First International Symposium, 2016
Proceedings of the Human Interface and the Management of Information: Information, Design and Interaction, 2016
2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015
Proceedings of the IIAI 4th International Congress on Advanced Applied Informatics, 2015
Correlation between an Entropy Based Measure and English Language Learner Proficiency.
Proceedings of the IIAI 4th International Congress on Advanced Applied Informatics, 2015
Proceedings of the Learning and Collaboration Technologies, 2015
Predicting and Visualizing Wine Characteristics Through Analysis of Tasting Notes from Viewpoints.
Proceedings of the HCI International 2015 - Posters' Extended Abstracts, 2015
2014
Classification of English language learner writing errors using a parallel corpus with SVM.
Int. J. Knowl. Web Intell., 2014
IEICE Trans. Inf. Syst., 2014
Construction of Dominant Factor Presumption Model for Postoperative Hospital Days from Operation Records.
Proceedings of the IIAI 3rd International Conference on Advanced Applied Informatics, 2014
Proceedings of the IIAI 3rd International Conference on Advanced Applied Informatics, 2014
Proceedings of the Proceeding of the 22nd International Conference on Computers in Education, 2014
Proceedings of the Human Interface and the Management of Information. Information and Knowledge in Applications and Services, 2014
2013
An Automated Method to Generate e-Learning Quizzes from Online Language Learner Writing.
Int. J. Distance Educ. Technol., 2013
Learning by Searching: A Learning Environment that Provides Searching and Analysis Facilities for Supporting Trend Analysis Activities.
J. Educ. Technol. Soc., 2013
Proceedings of the Intelligent Interactive Multimedia Systems and Services, 2013
Proceedings of the 2013 Second IIAI International Conference on Advanced Applied Informatics, 2013
Proceedings of the 2013 Second IIAI International Conference on Advanced Applied Informatics, 2013
Proceedings of the 2013 Second IIAI International Conference on Advanced Applied Informatics, 2013
Proceedings of the 21st International Conference on Computers in Education, 2013
Proceedings of the 2013 IEEE/ACIS 12th International Conference on Computer and Information Science, 2013
2012
Proceedings of the Seventh IEEE International Conference on Wireless, 2012
Extraction of Feature Words with the Same Generality Level as Query using Restricted Bootstrapping.
Proceedings of the 14th IEEE International Conference on Commerce and Enterprise Computing, 2012
Proceedings of the IIAI International Conference on Advanced Applied Informatics, 2012
Proceedings of the IIAI International Conference on Advanced Applied Informatics, 2012
Proceedings of the IIAI International Conference on Advanced Applied Informatics, 2012
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012
Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012