Fumiya Okubo

Fumiya Okubo

Kyushu University

H-index: 21

Asia-Japan

About Fumiya Okubo

Fumiya Okubo, With an exceptional h-index of 21 and a recent h-index of 16 (since 2020), a distinguished researcher at Kyushu University, specializes in the field of Theoretical Computer Science, Natural Computing, Automata Theory, Educational Data Mining, Learning Analytics.

His recent articles reflect a diverse array of research interests and contributions to the field:

数学問題文を入力とした 3D モデル自動生成システムの検討

A Deep learning Grade Prediction Model of Online Learning Performance Based on knowledge learning representation

教育データの分散表現生成手法の提案と At-risk 学生検知への応用

Educational Data Analysis using Generative AI

視線情報による高解像度な学習ログの生成システムの開発

LECTOR: An attention-based model to quantify e-book lecture slides and topics relationships

Recurrent neural network-fitnets: improving early prediction of student performanceby time-series knowledge distillation

学習状況に応じた学習記事検索手法の開発

Fumiya Okubo Information

University

Position

___

Citations(all)

1555

Citations(since 2020)

1143

Cited By

864

hIndex(all)

21

hIndex(since 2020)

16

i10Index(all)

33

i10Index(since 2020)

24

Email

University Profile Page

Kyushu University

Google Scholar

View Google Scholar Profile

Fumiya Okubo Skills & Research Interests

Theoretical Computer Science

Natural Computing

Automata Theory

Educational Data Mining

Learning Analytics

Top articles of Fumiya Okubo

Title

Journal

Author(s)

Publication Date

数学問題文を入力とした 3D モデル自動生成システムの検討

研究報告教育学習支援情報システム (CLE)

尾崎真大, 宮脇智也, 中村優吾, 部谷修平, 大久保文哉, 島田敬士

2024/3/16

A Deep learning Grade Prediction Model of Online Learning Performance Based on knowledge learning representation

Shuaileng Yuan

Sukrit Leelaluk

Cheng Tang

Li Chen

Fumiya Okubo

...

2023

教育データの分散表現生成手法の提案と At-risk 学生検知への応用

研究報告教育学習支援情報システム (CLE)

宮崎佑馬, 峰松翼, 谷口雄太, 大久保文哉, 島田敬士

2023/6/10

Educational Data Analysis using Generative AI

Abdul Berr

Sukrit Leelaluk

Cheng Tang

Li Chen

Fumiya Okubo

...

2023

視線情報による高解像度な学習ログの生成システムの開発

情報処理学会研究報告 (Web)

KEN GOTO

TSUBASA MINEMATSU

YUTA TANIGUCHI

FUMIYA OKUBO

ATSUSHI SHIMADA

2023

LECTOR: An attention-based model to quantify e-book lecture slides and topics relationships

Tsubasa Minematsu

Yuta Taniguchi

Fumiya Okubo

Atsushi Shimada

2023

Recurrent neural network-fitnets: improving early prediction of student performanceby time-series knowledge distillation

Journal of Educational Computing Research

Ryusuke Murata

Fumiya Okubo

Tsubasa Minematsu

Yuta Taniguchi

Atsushi Shimada

2023/6

学習状況に応じた学習記事検索手法の開発

研究報告教育学習支援情報システム (CLE)

岡井成遊, 峰松翼, 大久保文哉, 谷口雄太, 島田敬士

2023/3/3

Investigating Programming Performance Predictability from Embedding Vectors of Coding Behaviors

Ikkei Igawa

Yuta Taniguchi

Tsubasa Minematsu

Fumiya Okubo

Atsushi Shimada

2023/12

圃場センシング情報の推移から注目期間を捉える圃場環境ダイジェストシステムによる農業教育支援

情報処理学会研究報告 (Web)

KANU SHIGA

TSUBASA MINEMATSU

YUTA TANIGUCHI

FUMIYA OKUBO

ATSUSHI SHIMADA

2023

生成 AI を用いたシラバス情報の拡張と授業内トピック間類似度評価の検討

研究報告教育学習支援情報システム (CLE)

尾崎真大, 大久保文哉, 峰松翼, 島田敬士

2023/11/25

A System to Realize Time-and Location-Independent Teaching and Learning Among Learners Through Sharing Learning-Articles

Seiyu Okai

Tsubasa Minematsu

Fumiya Okubo

Yuta Taniguchi

Hideaki Uchiyama

...

2022/8/20

Topic-based representation of learning activities for new learning pattern analytics

Proceedings of the 30th International Conference on Computers in Education

Jinghao Wang

Tsubasa Minematsu

Yuta Taniguchi

Fumiya Okubo

Atsushi Shimada

2022/11/28

Predicting student performance based on Lecture Materials data using Neural Network Models

Proceedings of the 4th Workshop on Predicting Performance Based on the Analysis of Reading Behavior

Sukrit Leelaluk

Tsubasa Minematsu

Yuta Taniguchi

Fumiya Okubo

Atsushi Shimada

2022/3/21

Live sharing of learning activities on E-Books for enhanced learning in online classes

Sustainability

Yuta Taniguchi

Takuro Owatari

Tsubasa Minematsu

Fumiya Okubo

Atsushi Shimada

2022/6/7

Development and Evaluation of a Field Environment Digest System for Agricultural Education

Kanu Shiga

Tsubasa Minematsu

Yuta Taniguchi

Fumiya Okubo

Atsushi Shimada

...

2022/8/20

Detection of At-Risk Students in Programming Courses

Ikkei Igawa

Yuta Taniguchi

Tsubasa Minematsu

Fumiya Okubo

Atsushi Shimada

2022/11/28

How does analysis of handwritten notes provide better insights for learning behavior?

Boyi Li

Tsubasa Minematsu

Yuta Taniguchi

Fumiya Okubo

Atsushi Shimada

2022/3/21

学習テーマとその関連テーマによるデジタル教材のダイジェスト資料生成

研究報告教育学習支援情報システム (CLE)

玉城亮治, 峰松翼, 谷口雄太, 大久保文哉, 島田敬士

2022/6/4

-reduction computation revisited

Acta Informatica

Kaoru Fujioka

Fumiya Okubo

Takashi Yokomori

2022/8

See List of Professors in Fumiya Okubo University(Kyushu University)

Co-Authors

H-index: 48
Hiroaki Ogata (緒方 広明)

Hiroaki Ogata (緒方 広明)

Kyoto University

H-index: 35
Atsushi Shimada

Atsushi Shimada

Kyushu University

H-index: 27
Chengjiu YIN

Chengjiu YIN

Kobe University

H-index: 25
Takayoshi Yamashita

Takayoshi Yamashita

Chubu University

H-index: 17
Misato OI

Misato OI

Kyushu University

H-index: 11
Yuta Taniguchi

Yuta Taniguchi

Kyushu University

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