Naoki YAMAMOTO

Profile Information

Affiliation: Professor, Faculty of Electronics and Information Systems Engineering, National Institute of Technology, Kumamoto College

Degree: Doctor of Engineering(Kyushu Institute of Technology)
Master of Engineering(Toyohashi University of Technology)

J-GLOBAL ID: 200901013979425603
researchmap Member ID: 1000174671

Research Interests

Research Areas

Research History

Apr, 2019 - Present

Professor, Faculty of Electronics and Information Systems Engineering, National Institute of Technology, Kumamoto College
Sep, 2021 - Mar, 2022

Part-Time Lecturer of Introductory Mathematics for Social Science and the Humanities (Introduction to Statistics), Liberal Arts Education, Kumamoto University
Apr, 2018 - Mar, 2019

Professor, Department of Human-Oriented Information Systems Engineering, National Institute of Technology, Kumamoto College
Oct, 2009 - Mar, 2018

Associate professor, Department of Human-Oriented Information Systems Engineering, National Institute of Technology, Kumamoto College
Apr, 2007 - Sep, 2009

Associate professor, Department of Information and Communication Engineering, Kumamoto National College of Technology
Jan, 2002 - Mar, 2007

Associate professor, Department of Information and Communication Engineering, Kumamoto National College of Technology
Apr, 2001 - Dec, 2001

Lecturer, Department of Information and Communication Engineering, Kumamoto National College of Technology

Education

Committee Memberships

Nov, 2020 - Nov, 2020

Reviewer, 2021 2nd International Conference on Advances in Education and Information Technology (AEIT2021, Chiba)
Apr, 2020 - Aug, 2020

Reviewer, 2020 Asia Education Technology Symposium (AETS2020,Fukuoka,canceled by COVID-19)
Jul, 2014 - Aug, 2014

Reviewer, 4th International Symposium on Technology for Sustainability
Jul, 2013 - Dec, 2013

Reviewer, 3rd International Symposium on Technology for Sustainability
2012 - 2012

Reviewer, African Journal of Biotechnology

Awards

Jun, 2019

Paper Encouragement Prize, The 39th Annual Software Symposium (SS2019), Using 3D puzzles to help understand tensor decomposition programming, Software Engineer's Association

N. Yamamoto, A. Ishida, J. Murakami

Papers

Analysis of Mathematics Scores in Achievement Exam of Information Technology College Students Using Covariance Structure Analysis

A. Ishida, N. Yamamoto, J. Murakami

International Journal of Information and Education Technology, 13(3) 417-422, Mar, 2023 Peer-reviewed
Solar Radiation and Weather Analysis of Meteorological Satellite Data by Tensor Decomposition

N. Watanabe, A. Ishida, J. Murakami, N. Yamamoto

Journal of Image and Graphics (to be published), 2023 Peer-reviewed
On the relationship between Latin square and cubic lighting puzzle: The first part.

A. Ishida, J. Murakami, N. Yamamoto

Shoto Sugaku (Journal of Elementary Mathematics, in Japanese), (94) 20-24, Nov, 2022
Introduction Example of Unstructured Data to Tensor Data Processing Education

N. Yamamoto, A. Ishida, J. Murakami

Research Reports of National Institute of Technology, Kumamoto College (in Japanese), 13 59-62, Mar, 2022
Development of Online Learning Materials for Tensor Data Processing Exercises

S. Abe, A. Ishida, J. Murakami, N. Yamamoto

International Journal of Information and Education Technology, 12(3) 194-202, Jan, 2022 Peer-reviewed
On the 5×5×5 cube lightning puzzle

K. Ogitsuka, A. Ishida, J. Murakami, N. Yamamoto

Shoto Sugaku (Journal of Elementary Mathematics, in Japanese), (91) 16-19, Jul, 2021
On the 4×4×4 cube puzzle on p.60 of Vol.87 (the second part)

A. Ishida, K. Ogitsuka, N. Yamamoto, N. Oishi, J. Murakami

Shoto Sugaku (Journal of Elementary Mathematics, in Japanese), (90) 18-22, Mar, 2021
Development of Online Learning Material for Data Science Programming Using 3D Puzzle

N. Yamamoto, A. Ishida, K. Ogitsuka, N. Oishi, J. Murakami

International Journal of Information and Education Technology, 11(4) 154-163, Feb, 2021 Peer-reviewed
Trial of Data Science Education on Tensor Data Processing Using MacMahon’s Cubes

Naoki Yamamoto, Akio Ishida, Nobuhiro Oishi, Jun Murakami

Research Reports of National Institute of Technology, Kumamoto College (in Japanese), 12 45-48, Jan, 2021
Application of LMS on Active Learning Style Online Class

Akio Ishida, Naoki Yamamoto, Nobuhiro Oishi, Jun Murakami

Research Reports of National Institute of Technology, Kumamoto College (in Japanese), 12 65-68, Jan, 2021
On the 4×4×4 cube puzzle on p.60 of Vol.87 (the first part)

A. Ishida, K. Ogitsuka, N. Yamamoto, N. Oishi, J. Murakami

Shoto Sugaku (Journal of Elementary Mathematics, in Japanese), (89) 15-19, Oct, 2020
A Causal Analysis by Structural Equation Modeling of Sleep Monitoring Sensor Data

N. Oishi, A. Ishida, N. Yamamoto, J. Murakami

International Journal of Information and Electronics Engineering, 8(3) 58-62, Sep, 2020 Peer-reviewed
A method to solve 3-d puzzles by using multidimensional data decomposition technique (part 6)

A. Ishida, N. Yamamoto, N. Oishi, J. Murakami

Shoto Sugaku (Journal of Elementary Mathematics, in Japanese), (88) 28-32, May, 2020
Development of Teaching Materials to Support Understanding of Tensor Decomposition Using MacMahon’s Coloured Cubes

N.Yamamoto, A.Ishida,N.Oishi, J.Murakami

Research Reports of National Institute of Technology, Kumamoto College (in Japanese), 11 79-82, Jan, 2020
A Causal Analysis by Structural Equation Modeling of Sleep Monitoring Sensor Data

N.Oishi, N.Yamamoto, A.Ishida, J.Murakami

Research Reports of National Institute of Technology, Kumamoto College (in Japanese), 11 83-86, Jan, 2020
Development of Teaching Tool for Supporting Understanding of Tensor Decomposition Using MacMahon’s Coloured Cubes

N.Yamamoto, A.Ishida, N.Oishi, J.Murakami

International Journal of Information and Education Technology, 10(1) 14-19, Jan, 2020 Peer-reviewed
A method to solve 3-d puzzles by using multidimensional data decomposition technique (part 5)

A.Ishida, N.Yamamoto, N.Oishi, J.Murakami

Shoto Sugaku (Journal of Elementary Mathematics, in Japanese), (87) 21-25, Nov, 2019
A method to solve 3-d puzzles by using multidimensional data decomposition technique (part 4)

A.Ishida, N.Yamamoto, N.Oishi, J.Murakami

Shoto Sugaku (Journal of Elementary Mathematics, in Japanese), (86) 20-24, Jul, 2019
A method to solve 3-d puzzles by using multidimensional data decomposition technique (part 3)

A. Ishida, N. Yamamoto, N. Oishi, J. Murakami

Shoto Sugaku (Journal of Elementary Mathematics, in Japanese), (85) 19-23, Feb, 2019
Prototype of Application to Support Understanding of N-Mode Matrix Unfolding by Using Color Dice Puzzle

N. Yamamoto, A. Ishida, J. Murakami, N. Oishi

Research Reports of National Institute of Technology, Kumamoto College (in Japanese), 10 75-78, Jan, 2019

Misc.

センター活動報告公開講座 R言語によるデータサイエンス入門

村上純, 山本直樹, 石田明男

熊本高等専門学校地域協働プロジェクトセンター報, 3 17, Mar, 2022
センター活動報告公開講座 R言語によるデータサイエンス入門 R2.11.21

村上純, 大石信弘, 山本直樹, 石田明男

熊本高等専門学校地域協働プロジェクトセンター報, 2 14, Mar, 2021
センター活動報告公開講座 R言語によるデータサイエンス入門 R1.8.31

村上純, 大石信弘, 山本直樹, 石田明男

熊本高等専門学校地域協働プロジェクトセンター報, 1 15, Mar, 2020
3-Dパズルを用いたテンソル分解教育の取り組み

山本直樹, 石田明男, 村上純, 岡田大幸, 坂口梨子

熊本高専KOSEN4.0イニシアティブ報告書, 52, Jun, 2019
R言語によるアンケートデータの因果分析の公開講座の取り組み

村上純, 山本直樹, 石田明男, 大石信弘, 五嶋千賀哉, トゥーグー

熊本高専KOSEN4.0イニシアティブ報告書, 52, Jun, 2019
センター活動報告公開講座 R言語を用いてアンケート結果から因果関係を分析してみよう！

村上純, 大石信弘, 山本直樹, 石田明男

熊本高専地域イノベーションセンター報, 10 15, Mar, 2019
センター活動報告公開講座統計ソフトウェアRを用いたデータ活用入門

村上純, 山本直樹, 石田明男

熊本高専地域イノベーションセンター報, 8 12, Mar, 2017
センター活動報告社会人講座多次元データ処理の基礎ー3次元データのHOSVDによる低ランク化とその応用ー

村上純, 山本直樹, 石田明男

熊本高専地域イノベーションセンター報, 7 15, Mar, 2016
センター活動報告社会人講座 R言語による統計的仮説検定入門講座

村上純, 山本直樹

熊本高専地域イノベーションセンター報, 6 23, Mar, 2015
センター活動報告創発活動第9回情報デザイン研究会

山本直樹

熊本高専地域イノベーションセンター報, 6 16, Mar, 2015
研究プロジェクト報告情報デザイン研究部

山本直樹

熊本高専地域イノベーションセンター報, 6 34, Mar, 2015
センター活動報告創発活動第8回情報デザイン研究会

山本直樹

熊本高専地域イノベーションセンター報, 5 21, Mar, 2014
研究プロジェクト報告情報デザイン研究部

山本直樹

熊本高専地域イノベーションセンター報, 5 44-45, Mar, 2014
センター活動報告創発活動第7回情報デザイン研究会

山本直樹

熊本高専地域イノベーションセンター報, 4 24, Mar, 2013
研究プロジェクト報告情報デザイン研究部

山本直樹

熊本高専地域イノベーションセンター報, 4 48-49, Mar, 2013
研究プロジェクト報告情報デザイン研究部

山本直樹

熊本高専地域イノベーションセンター報, 3 48-49, Mar, 2012
４端子対回路網を用いた平衡ケーブルによる信号伝送系のEMC特性解析

下塩義文, 山本直樹, 古賀広昭

エレクトロニクス, 46(12) pp.45-47, Dec, 2001

Books and Other Publications

Introduction to Multidimensional Data Analysis Using the Statistical Software R : Hypothesis Testing, Analysis of Variance, and Principal Component Analysis (in Japanese)

J. Murakami, M. Hino, N. Yamamoto, A. Ishida (Role: Joint author, Chap. 4)

Nisshin Shuppan Co. Ltd., Tokyo, Mar, 2017
Introduction to Data Utilization Using the Statistical Software R : Basics and Applications of Statistical Analysis (in Japanese)

J. Murakami, M. Hino, N. Yamamoto, A. Ishida (Role: Joint author, Chap. 3)

Nisshin Shuppan Co. Ltd., Tokyo, Aug, 2016 (ISBN: 9784817302533)

Presentations

Creation of Data Processing Educational Contents and Examples of Use in Advanced Course of National Institute of Tecnology

N. Yamamoto, S. Abe, A. Ishida, J. Murakami

The 28th KOSEN Symposium in Yonago, Jan 28, 2023
Solar Radiation and Weather Analysis of Meteorological Satellite Data by Tensor Decomposition

N. Watanabe, A. Ishida, J. Murakami, N. Yamamoto

2023 4th International Conference on Advances in Education and Information Technology (AEIT 2023, Tokyo, online ), Jan 7, 2023
Analysis of Mathematics Scores in Achievement Exam of InformationTechnology College Students Using Covariance Structure Analysis

A. Ishida, N. Yamamoto, J. Murakami

2022 13th International Conference on Networking and Information Technology (ICNIT2022, Bangkok, online ), Dec 30, 2022
Analysis of National Institute of Technology Learning Achievement Test (Mathematics) Using Structural Equation Modeling

A. Ishida, N. Yamamoto, J. Murakami

Mega Meeting 2022, Mar 25, 2022
Development of e-Learning Materials for Learning Tensor Data Processing Programming

S. Abe, N. Yamamoto, A. Ishida, J. Murakami

Mega Meeting 2022, Mar 25, 2022, National Institute of Technology, Kumamoto College
Development of Online Learning Materials for Tensor Data Processing Exercises

S. Abe, A. Ishida, J. Murakami, N. Yamamoto

2021 12th International Conference on Networking and Information Technology (ICNIT 2021, Macau, online, Best Presentation Award), Nov 20, 2021, ICNIT2021
Application Example of Digital Notebook to Active Learning Style Class

A.Ishida, K.Fujii, N.Yamamoto, J.Murakami

2021 5th International Conference on E-Society, E-Education and E-Technology (ICSET2021,Taipei,online,Best Presentation Award), Aug 23, 2021
Practice of Programing Education on Tensor Data Processing in Advanced Course of National Institute of Technology

N. Yamamoto, A. Ishida, J. Murakami

Proceedings of the 41st Annual Software Symposium ( Online ), p.124, Jun 2, 2021
Development of Online Learning Material for Data Science Programming Using 3D Puzzle

N.Yamamoto, A.Ishida, K.Ogitsuka, N.Oishi, J.Murakami

2020 9th International Conference on Software and Information Engineering (ICSIE2020), Cairo (online), Nov 12, 2020
Practice of Active Learning Style Online Class

Akio Ishida, Naoki Yamamoto, Nobuhiro Oishi, Jun Murakami

The 2020 4th International Conference on Digital Technology in Education, The 2020 10th International Conference on Education, Research and Innovation, Busan (online), Sep 16, 2020
A Causal Analysis by Structural Equation Modeling of Sleep Monitoring Sensor Data

Nobuhiro Oishi, Naoki Yamamoto, Akio Ishida, Jun Murakami

2020 IEEE 5th International Conference on Big Data Analysis, Xiamen (online), May 9, 2020
Development of Teaching Tool for Supporting Understanding of Tensor Decomposition Using MacMahon’s Coloured Cubes

N.Yamamoto, A.Ishida, N.Oishi, J.Murakami

2019 10th International Conference on Networking and Information Technology, Phuket, Nov 18, 2019
Education on Tensor Decomposition

N. Yamamoto

The 39th Annual Software Symposium (SS2019), Working Group 11, Position Paper, Jun 7, 2019
Using 3D Puzzles to Help Understand Tensor Decomposition Programming

N. Yamamoto, J. Murakami, A. Ishida

The 39th Annual Software Symposium (SS2019), Kumamoto, Jun 6, 2019
Report on Public Lecture on Causal Analysis of Questionnaire Data Using R Language

J. Murakami, N. Yamamoto, A. Ishida, N. Oishi, C. Goshima, Tugu

Mega Meeting 2019, Feb 21, 2019
Tensor Decomposition Education Using 3-D Puzzles

N. Yamamoto, A. Ishida, J. Murakami, H. Okada, R. Sakaguchi

Mega Meeting 2019, Feb 21, 2019
Solving 3-D Puzzles Using Tensor Decomposition and Application to Education of Multidimensional Data Analysis

A. Ishida, N. Yamamoto, J. Murakami, N. Oishi

2018 10th International Conference on Software Technology and Engineering, Kuala Lumpur, Oct 25, 2018
An Approach to Support Understanding of Tensor Decomposition by Solving 3-D Puzzles Using Matrix Unfolding

N. Yamamoto, A. Ishida, J. Murakami, N. Oishi

The 71th Joint Conference Electrical, Electronics and Information Engineers in Kyushu, Oita, Sep 28, 2018
Solving 3-D Puzzles by Using N-Mode Unfolding Matrices of Higher-Order Singular Value Decomposition

N. Yamamoto, A. Ishida, N. Oishi, J. Murakami

The 20th Workshop on Programming and Programming Language (PPL2018), Yonago, Mar 5, 2018
高次特異値分解（HOSVD）の計算過程理解を目的とした立体パズルの利用

石田明男, 山本直樹, 平田将大, 村上純

第27回九州沖縄地区高専フォーラム, 久留米, Dec 9, 2017

Major Teaching Experience

Apr, 2019 - Present

Data Science (Advanced Course, NIT, Kumamoto College)
Apr, 2016 - Present

Basic Exercises for Information Technology I (NIT, Kumamoto College)
Apr, 2015 - Present

Advanced Technical Expression, Technical English (Advanced Course, NIT, Kumamoto College)
Apr, 2014 - Present

Information Mathematics (NIT, Kumamoto College)
Apr, 2013 - Present

Electormagnetism (NIT, Kumamoto College)
Sep, 2021 - Mar, 2022

Introductory Mathematics for Social Science and the Humanities (Introduction to Statistics) (Kumamoto University)
Apr, 2011 - Mar, 2020

Algorithm Engineering (Advanced Course, NIT, Kumamoto College)
Computer Engineering I (C language), Computer Engineering II (UNIX), OS, Information Processing (Kumamoto National College of Technology)
Creative Basic Experiments, Basic Information Engineering, Fundamentals of Engineering (NIT, Kumamoto College , Kumamoto National College of Technology)
Communication Protocol Engineering, Switching Network Engineering, Data Communications, Switching Engineering (Kumamoto National College of Technology)

Professional Memberships

Research Projects

テンソル分解計算法の改良とそれを用いた多次元データ処理教育コンテンツ作成に関する研究

2020年度研究助成金, 一般財団法人野崎わかば会, Apr, 2020 - Mar, 2023

村上純, 小松一男, 大石信弘, 山本直樹, 石田明男
R言語による理工系学生用の大規模データ処理・分析の教育支援ソフト開発に関する研究

科学研究費助成事業（基盤研究(C)）, Apr, 2018 - Mar, 2021

村上純
活動量計で計測したリハビリ患者の身体活動量とADL評価量の多次元データ因子分解法を用いた関係分析に関する研究

共同研究（民間）, Dec, 2014 - Nov, 2016

村上純
トラッキング火災予知のための電源線雑音の特徴分類・検出技術に関する研究

笹川科学研究助成, 日本科学協会, Apr, 2001 - Mar, 2002

山本直樹

Social Activities

R言語によるデータサイエンス入門～テンソルデータを3Dパズルでマスターする～

Lecturer, Planner

（主催）熊本高等専門学校地域協働プロジェクトセンター、（共催）熊本高専地域連携振興会、（後援）合志市, 令和3年度熊本高等専門学校公開講座, Nov 23, 2021 - Nov 23, 2021
R言語によるデータサイエンス入門～仮説検定の考え方から実際に使えるまで～

Lecturer

(主催)熊本高等専門学校地域協働プロジェクトセンター、(共催)熊本高専地域連携振興会、(後援)合志市, 令和2年度熊本高等専門学校公開講座, Nov 21, 2020 - Nov 21, 2020
R言語によるデータサイエンス入門～基本の計算から種々のグラフ作成まで～

Lecturer

熊本高等専門学校, 令和元年度熊本高専公開講座, Aug 31, 2019 - Aug 31, 2019
R言語を用いてアンケート結果から因果関係を分析してみよう！

Lecturer

(主)熊本高専地域イノベーションセンター、(共)くまもと技術革新・融合(RIST)事業化PJ「AIソリューションハイパーリンク」, 平成30年度熊本高専公開講座, Nov 30, 2018 - Nov 30, 2018
IT最新技術動向（データ活用の基礎）

Lecturer

（社）熊本県情報サービス協会, くまもと地域創生人材育成プロジェクト（IT分野クラウド技術コース）スキルアップ研修, Jun 30, 2017 - Jun 30, 2017
統計ソフトウェアRを用いたデータ活用入門

Lecturer

熊本高等専門学校地域イノベーションセンター, 社会人講座, Nov 26, 2016 - Dec 3, 2016
IoT時代のビッグデータの統計・解析セミナー

Lecturer

熊本ソフトウェア株式会社、熊本県社会・システムITコンソーシアム共催, Feb 24, 2016 - Feb 24, 2016
多次元データ処理の基礎－3次元データのHOSVDによる低ランク化とその応用－

Lecturer

熊本高等専門学校地域イノベーションセンター, 社会人講座, Nov 21, 2015 - Nov 28, 2015
第9回情報デザイン研究会

Planner, Logistic support

熊本高専情報デザイン研究部, 情報デザイン研究会＠熊本高専, Sep, 2014
R言語による統計的仮説検定入門

Lecturer

熊本高等専門学校地域イノベーションセンター, 社会人講座, Aug 25, 2014 - Aug 26, 2014
統計処理ソフトウェアＲを用いた医療データの分析に関する講演、デモ（Rのクラスター分析を利用した患者データのグループ化など）およびポスター出展

Lecturer, Official expert, Performer

くまもと技術革新・融合研究会, 平成25年度RISTシーズ・活動事例発表会＠メルパルク熊本, Dec, 2013
第8回情報デザイン研究会

Planner, Logistic support

熊本高専情報デザイン研究部, 情報デザイン研究会＠熊本高専, Sep, 2013
デモ（NMFによる医療データ分析、3DCGによるデータ処理のビジュアライゼーションなど）およびポスター出展

Official expert, Performer

肥後銀行／熊本産業文化振興（株）, 2013くまもと産業ビジネスフェア@グランメッセ熊本, Feb, 2013
第7回情報デザイン研究会

Planner, Logistic support

熊本高専情報デザイン研究部, 情報デザイン研究会＠熊本高専, Sep, 2012
第6回情報デザイン研究会

Planner, Logistic support

熊本高専情報デザイン研究部, 情報デザイン研究会＠熊本高専, Sep, 2011

Profile Information

Research Interests

Research Areas

Research History

Education

Committee Memberships

Awards

Papers

Misc.

Books and Other Publications

Presentations

Major Teaching Experience

Professional Memberships

Research Projects

Social Activities

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