Tokushima University / Educator and Researcher Directory --- Ishida, Motohiro

Personal Web Page

http://www.ias.tokushima-u.ac.jp/linguistik/

https://researchmap.jp/ishida_motohiro (researchmap)

Field of Study

○	Quantitative Linguistics
○	data analysis
○	Text Mining

Subject of Study

○	statistics (quantitative linguistics, statistics)
○	data analysis (statistics, data mining)
○	text mining (text mining, data mining, statistics)

Book / Paper

Book:

1.	Motohiro Ishida and Kohei Torii : 手を動かして学ぶ生成AI使い方入門, C&R研究所, Tokushima, Jul. 2024. (Keyword) artificial intelligence / programming / large scale language model / image processing
2.	Motohiro Ishida : Pythonで学ぶテキストマイニング入門, シーアンドアール研究所, Tokyo, Aug. 2023. (Keyword) text mining / data mining / statistics
3.	Motohiro Ishida, Shinki Oyabu, Tetsushi Ueta, Hidekazu Kakei, Kazuhide Kanenishi, Hiroki Tanioka, Shin-ichi Nakayama and Akihiro Haga : 情報科学入門統計・データサイエンス・AI, 技術評論社, Mar. 2021.
4.	Motohiro Ishida : 実践 Rによるテキストマイニング:センチメント分析・単語分散表現・機械学習・Pythonラッパー, 森北出版, Tokyo, Mar. 2020. (Keyword) text mining / data mining / statistics
5.	Motohiro Ishida : とある弁当屋の統計技師3, KYORITSU SHUPPAN.CO.,LTD, Tokyo, Feb. 2019. (Keyword) data mining / statistics
6.	Eguchi Tetsushi and Motohiro Ishida : 自然科学研究のためのR入門, KYORITSU SHUPPAN.CO.,LTD, Tokyo, Oct. 2018. (Keyword) data mining / statistics
7.	Takahashi Kohske and Motohiro Ishida : 再現可能性のすゝめ, KYORITSU SHUPPAN.CO.,LTD, Tokyo, May 2018. (Keyword) data mining / statistics
8.	Hagiwara Jyunichiro and Motohiro Ishida : Introduction to Time Analysis, 技術評論社, Tokyo, Feb. 2018. (Keyword) statistics / data mining / statistics education
9.	Haruhiko Okumura and Motohiro Ishida : Introduction to Bayesian Statistics with R, 技術評論社, Tokyo, Jan. 2018. (Keyword) statistics / data mining / statistics education
10.	Motohiro Ishida : 改訂版Rによるテキストマイニング入門, 森北出版, Tokyo, Jun. 2017. (Keyword) text mining / data mining / statistics
11.	Munzert Simon, Motohiro Ishida, 工藤和奏, 高柳慎一, 牧山幸史 and 熊谷雄介 : Automated Data Collection, KYORITSU SHUPPAN.CO.,LTD, Tokyo, Jun. 2017. (Keyword) statistics / data mining
12.	Motohiro Ishida, 市川大祐, Shinya Uriyu and 湯谷啓明 : Rによるスクレイピング, C&R研究所, Tokyo, Apr. 2017. (Keyword) text mining / data mining / statistics
13.	松浦健太郎 and Motohiro Ishida : StanとRでベイズ統計モデリング, KYORITSU SHUPPAN.CO.,LTD, Tokyo, Oct. 2016. (Keyword) data mining / statistics
14.	奥村晴彦 and Motohiro Ishida : Rで楽しむ統計学, KYORITSU SHUPPAN.CO.,LTD, Tokyo, Sep. 2016. (Keyword) data mining / statistics
15.	H. Wickham, Motohiro Ishida, 市川太祐, 高柳慎一 and 福島真太朗 : Advanced R, 共立出版, Tokyo, Feb. 2016. (Summary) ( 4 1 ) (Keyword) statistics / data mining
16.	Motohiro Ishida : 新米探偵，データ分析に挑む, SBクリエイティブ, Tokyo, Oct. 2015. (Keyword) statistics / data mining / statistics education
17.	Motohiro Ishida, 神田善伸, 樋口耕一, 永井達大 and 鈴木了太 : Rのパッケージおよびツールの作成, KYORITSU SHUPPAN.CO.,LTD, Tokyo, Dec. 2014. (Keyword) data mining / statistics
18.	Motohiro Ishida : とある弁当屋の統計技師2, KYORITSU SHUPPAN.CO.,LTD, Tokyo, Jan. 2014. (Keyword) data mining / statistics
19.	Motohiro Ishida, 荒引健, 高橋康介, 二階堂愛 and 林昌広 : R言語上級ハンドブック, C&R研究所, Tokyo, Oct. 2013. (Keyword) programming / data mining / statistics
20.	Motohiro Ishida and Yuichiro Kobayashi : Rで学ぶ日本語テキストマイニング, ひつじ書房, Tokyo, Sep. 2013. (Keyword) text mining / data mining / corpus linguistics
21.	Motohiro Ishida : とある弁当屋の統計技師, KYORITSU SHUPPAN.CO.,LTD, Tokyo, Sep. 2013. (Keyword) data mining / statistics / statistics
22.	Motohiro Ishida : Rで学ぶデータ・プログラミング入門―RStudioを活用する, KYORITSU SHUPPAN.CO.,LTD, Tokyo, Oct. 2012. (Keyword) text mining / data mining / statistics
23.	C. P. Robert, Motohiro Ishida and Kazue Ishida : introducing Monte Carlo Methods with R, 丸善出版, Tokyo, Aug. 2012. (Keyword) statistics / data mining
24.	Motohiro Ishida : R言語逆引きハンドブック, C&R研究所, Tokyo, Feb. 2012. (Keyword) text mining / data mining / statistics
25.	H. Wickham, Motohiro Ishida and Kazue Ishida : Programming for graphics, Springer Japan, Tokyo, Jul. 2011. (Keyword) statistics / data mining
26.	Alain F. Zuur, Elena N. Ieno, Erik Meesters, Motohiro Ishida and Kazue Ishida : A Beginner's Guide to R, Springer Japan, Tokyo, Dec. 2010. (Keyword) statistics / data mining
27.	J Albert, Motohiro Ishida and Kazue Ishida : Bayesian Computation with R, Springer Japan, Tokyo, Nov. 2010. (Keyword) statistics / data mining / Bayes
28.	Motohiro Ishida : <<R>>を用いた統計解析基礎講座, Technical Information Institute Co., Ltd., Tokyo, Nov. 2010. (Keyword) statistics / data mining / statistics education
29.	Heiberger Richard, Motohiro Ishida and Kazue Ishida : Through Excel: A Spreadsheet Interface for Statistics, Data Analysis, and Graphics, Springer Japan, Tokyo, Mar. 2010. (Keyword) statistics / data mining
30.	Sarkar Deepayan, Motohiro Ishida and Kazue Ishida : Lattice: Multivariate Data Visualization with R, Springer Japan, Tokyo, Nov. 2009. (Keyword) statistics / data mining
31.	Motohiro Ishida : Rによるテキストマイニング入門, 森北出版, Tokyo, Dec. 2008. (Keyword) text mining / data mining / statistics
32.	Spector Phil, Motohiro Ishida and Kazue Ishida : Data Manipulation with R, Springer Japan, Tokyo, Oct. 2008. (Keyword) statistics / data mining
33.	Peter Gritzmann and Motohiro Ishida : 最短経路の話---レナのふしぎな数学の旅---, Springer Japan, Tokyo, Dec. 2007. (Keyword) statistics / data mining
34.	Brian Everitt, Motohiro Ishida, Kazue Ishida and Hidekazu Kakei : An R and S-PLUS Companion to Mutivariate Analysis, Springer Japan, Tokyo, Jun. 2007. (Keyword) statistics / data mining
35.	Uwe Ligges and Motohiro Ishida : Programming with R, Springer Japan, Tokyo, Oct. 2006. (Keyword) statistics / data mining
36.	岩崎英二郎 and Motohiro Ishida : ドイツ言語学辞典, 紀伊國屋書店, Tokyo, May 1994. (Summary) 語彙史，母音挿入，古ノルド語，古高ドイツ語，歴史批判的文献学，インド·ヨーロッパ語共通語彙，ゲルマン語起源語彙，ゲルマニア·ロマーナの項目を執筆．
37.	小野寺和夫 and Motohiro Ishida : プログレッシブ独和辞典, SHOGAKUKAN INC., Tokyo, Jan. 1994. (Summary) 単語執筆を担当．

Academic Paper (Judged Full Paper):

1.	Kazuhide Kanenishi, Motohiro Ishida, Satoshi Togawa and Akiko Takahashi : Practical Considerations of Adaptive Learning System for First Year Experience, Japan Journal of Educational Technology, Vol.45, No.Supple., 189-192, 2021. (Summary) 高等教育の初年次学生を対象にした学習には，基盤的な知識伝達を対象としたものが存在する．一般的に，知識伝達を目的とした学習の形態としては，演習の繰り返しによる自学自習が想定される．自学自習による知識伝達は，eラーニングにより補完可能であると考える．本稿では，学習者個別の適切な問題選択の機能を実現した適応的学習システムを提案する．さらに，適応的学習システムの実現には，理解状態を把握する俯瞰情報が必要であることを述べる．また，適応的学習システムの試行とその結果についても述べる． (Keyword) 初年次教育 / Adaptive Learning / IRT / Q-Matrix / NMF (Link to Publication Site) ● Publication site (DOI): 10.15077/jjet.S45088 (Link to Search Site for Scientific Articles) ● Search Scopus @ Elsevier (DOI): 10.15077/jjet.S45088 (DOI: 10.15077/jjet.S45088)
2.	Tong Zhao and Motohiro Ishida : Have Henanese Really Been Discriminated Against in Chinese P2P Lending?, パーソナルファイナンス研究, Vol.8, 61-72, 2021. (Keyword) 中国P2Pネット金融 / 地域金融差別 (Link to Publication Site) ● Publication site (DOI): 10.20752/japf.8.0_61 (Link to Search Site for Scientific Articles) ● CiNii @ National Institute of Informatics (CRID): 1390012093096747264 ● Search Scopus @ Elsevier (DOI): 10.20752/japf.8.0_61 (DOI: 10.20752/japf.8.0_61, CiNii: 1390012093096747264)
3.	Chigusa Uchiumi, Hiroshi Kato, Motohiro Ishida, Masahito Nakataki and Tetsuro Ohmori : Peritraumatic reactions, PTSD symptoms, and pain : A study of train disasters in Japan., The Journal of Medical Investigation : JMI, Vol.68, No.1.2, 85-89, 2021. (Summary) Objective : The purpose of this study was to examine the relationship between peritraumatic reactions, posttraumatic stress disorder (PTSD) symptoms, and pain in people injured in train disasters. Methods : The participants were injured in a train crash in Japan that left more than 100 dead. There were 218 participants in the analysis, with a mean age of 37.50 ± 14.67 years. Peritraumatic reactions were assessed using the Peritraumatic Distress Inventory. PTSD symptoms were evaluated using the Impact of Event Scale-Revised Japanese-language version. Pain was measured using the Visual Analog Scale. Results : Peritraumatic reactions did not directly affect PTSD symptoms but were found to be associated via latent variables. Regarding pain and PTSD symptoms, intrusive memories were more associated with pain than other symptoms were. There was an associative path from intrusion to pain, but no such path from pain to intrusion. Conclusions : Our results suggest that a therapeutic approach to intrusion may be effective in ameliorating the pain caused by injury. Future research should examine integrated treatment approaches for both PTSD and pain, rather than just for aspects of PTSD. J. Med. Invest. 68 : 85-89, February, 2021. (Tokushima University Institutional Repository) ● Metadata: 115626 (Link to Publication Site) ● Publication site (DOI): 10.2152/jmi.68.85 (Link to Search Site for Scientific Articles) ● PubMed @ National Institutes of Health, US National Library of Medicine (PMID): 33994485 ● Search Scopus @ Elsevier (PMID): 33994485 ● Search Scopus @ Elsevier (DOI): 10.2152/jmi.68.85 (Tokushima University Institutional Repository: 115626, DOI: 10.2152/jmi.68.85, PubMed: 33994485)
4.	Tong Zhao, Motohiro Ishida and Kota Hattori : The Discrimination against Non-financial Characteristics of Borrowers in Chinese P2P Lending, パーソナルファイナンス研究, Vol.7, 13-24, 2020. (Summary) <p>The market of Chinese P2P Lending has rapidly grown in the last ten years. We use transaction records of RRD, which is one of the leading platforms in Chinese P2P Lending, to analyze the financial discrimination in this market. Using the non-financial characteristics of borrowers, including five variables--gender, age, educational background, marital status, and working location, we estimate the funding rate, default rate, and return rate of the loan securities. Different from standard economics, the estimation results of these variables are significant, which means that non-financial characteristics are as important as financial ones for lenders. Moreover, we find that the discrimination regarding gender, marital status, and working location is rational statistical discrimination, while discrimination on age is irrational taste-based discrimination.</p> (Keyword) P2Pネット金融 / 地域金融差別 (Link to Publication Site) ● Publication site (DOI): 10.20752/japf.7.0_13 (Link to Search Site for Scientific Articles) ● CiNii @ National Institute of Informatics (CRID): 1390289564745064320 ● Search Scopus @ Elsevier (DOI): 10.20752/japf.7.0_13 (DOI: 10.20752/japf.7.0_13, CiNii: 1390289564745064320)
5.	Tong Zhao and Motohiro Ishida : Are the Investors in Chinese P2P Lending Market Smart?, パーソナルファイナンス研究, Vol.6, 47-56, 2019. (Keyword) P2P Lending / Investment Decision / Loan Default (Tokushima University Institutional Repository) ● Metadata: 115517 (Tokushima University Institutional Repository: 115517)
6.	Motohiro Ishida : オープンデータとデータ分析環境の現在, オペレーションズ・リサーチ, Vol.61, No.5, 313-319, 2016. (Keyword) statistics / data mining / statistics education
7.	Motohiro Ishida : Rでテキストマイニング, コーパスとテキストマイニング, 226-239, 2012. (Keyword) text mining / data mining / statistics
8.	Kazue Ishida and Motohiro Ishida : Text Mining in R : Parker's Comments on Bordeaux Red Wine, Proceedings for IASC2008, 664-670, 2008. (Keyword) statistics / text mining / data mining
9.	Motohiro Ishida and Kazue Ishida : On distributions of sentence lengths in Japanese writing, Glottometrics, No.15, 28-44, 2007. (Summary) The lognormal distribution had long been thought to be the most appropriate probability distribution for Japanese sentence length distributions. Yet this view had been supported only by few researches with sparse sampling data and reasoning contradicting language reality. In order to show a more realistic approach, we analyzed a substantial number of samples. At first, 150 essays and short stories were drawn as a random sample, out of which any pieces of writing whose length was either less than 100 or more than 1000 sentences were excluded. As a result, 113 pieces remained as sample texts. We also paid attention to the kinds of sentences, sep arating those of dialogue from narrative ones. From each one of these 113 sample texts, three sentence length frequency distributions were acquired the first one for a complete text, the second one for the collection of direct speech in the same text, and the third one for all the narrative parts excluding direct speech above. The results completely overturn the long-standing belief, proving that a lognormal distribution which has been computed but will not be shown here can never be well applied to Japanese sentence length distributions. Our new findings indicate that in place of this lognormal distribution, the Hyperpascal distribution maintains an excellent goodness of fit. (Keyword) quantitative linguistics / text mining / statistics
10.	Motohiro Ishida : Semantics Structure projected in Vector Spaces, ドイツ語情報処理研究, No.16, 3-23, 2006. (Keyword) quantitative linguistics / text mining
11.	Motohiro Ishida : Stylometrics with Neural Network, ドイツ語情報処理研究, No.14, 3-21, 2005.
12.	Motohiro Ishida : On Stifter's Bunte Steine in terms of statistics, --- ANOVA and MVA with R ---, ドイツ語情報処理研究, No.15, 1-17, 2004.

Academic Paper (Unrefereed Paper):

1.	清水勇吉, Motohiro Ishida and Shinsuke Kishie : Refusing requests, Journal of Language and Literature, Faculty of Integrated Arts and Sciences, The University of Tokushima, Vol.19, 147-162, 2011. (Summary) ln this paper,regional and gender differences found in expressions ofrefusal as used by university students are analyzed, as well as patterns ofsemantics formulas，forms of apology, forms of explicit refusal，and levelsof consideration.lt was found that though the content of the requests were identical, thesocial position of the addressee as a senior or a junior as well as therespondent's gender were factors in differences of expression. As forregional differences, it was found that the rate of explicit refusal wascommon for males from the western region, such as the use of the word"impossible" toward juniors，and the value of sample variance was high.Females from the eastern region frequently proposed alternative plans anddisplayed sympathy, especially toward seniors, and also displayed a lowvalue of consideration. From these characteristics and others, it can be saidthat regional difference can be counted among the factors for difference inexpression. (Tokushima University Institutional Repository) ● Metadata: 84998 (Link to Search Site for Scientific Articles) ● CiNii @ National Institute of Informatics (CRID): 1050583647831370368 (Tokushima University Institutional Repository: 84998, CiNii: 1050583647831370368)
2.	Motohiro Ishida : Stylometrics with Linear Discriminant, Journal of Language and Literature, Faculty of Integrated Arts and Sciences, The University of Tokushima, Vol.12, 98-118, 2005. (Tokushima University Institutional Repository) ● Metadata: 478 (Tokushima University Institutional Repository: 478)
3.	Motohiro Ishida : Winter's Flexibility Principles in Boolean Semantics, Journal of Language and Literature, Faculty of Integrated Arts and Sciences, The University of Tokushima, Vol.11, 105-118, 2004. (Summary) 自然言語の意味解釈を，数学的装置を用いて形式化する場合の「スコープ」解釈について，「選択関数」を導入する方法について整理した． (Tokushima University Institutional Repository) ● Metadata: 467 (Tokushima University Institutional Repository: 467)
4.	Motohiro Ishida : Visual C++ によるXML言語処理プログラミング, Journal of Language and Literature, Faculty of Integrated Arts and Sciences, The University of Tokushima, No.10, 207-229, 2003. (Summary) XMLおよびSematic Web を，言語研究に活用するためのプログラミング技法について解説したもの． (Tokushima University Institutional Repository) ● Metadata: 456 (Tokushima University Institutional Repository: 456)
5.	Motohiro Ishida : 虚辞と動詞移動, Journal of Language and Literature, Faculty of Integrated Arts and Sciences, The University of Tokushima, Vol.9, No.9, 133-144, 2002. (Summary) イディッシュ語の複文には，意味的な虚辞であるes(english: it)が義務的に現れる．この虚辞挿入について，イディッシュ語埋め込み文における動詞移動先がIである一方，[Spec,IP]がECPに違反するのを避けるためにesが挿入されたとする論を展開した． (Tokushima University Institutional Repository) ● Metadata: 443 (Link to Search Site for Scientific Articles) ● CiNii @ National Institute of Informatics (CRID): 1050583647831684992 (Tokushima University Institutional Repository: 443, CiNii: 1050583647831684992)

Academic Letter:

1.	Imai Kenji and Motohiro Ishida : 病害防除試験におけるベイズ推論を用いた薬剤防除価の推定, 日本植物病理学会報, Vol.86, No.3, 197-198, 2020. (Keyword) statistics / 植物病理学 / ベイズ
2.	Motohiro Ishida : On the data analysis software R, The Journal of the Institute of Electronics, Information and Communication Engineers, Vol.98, No.4, 307-310, 2015. (Keyword) statistics education / statistics / data mining / text mining (Link to Search Site for Scientific Articles) ● CiNii @ National Institute of Informatics (CRID): 1520572359104077440 (CiNii: 1520572359104077440)
3.	Kazue Ishida and Motohiro Ishida : Text Mining of Parker's Comments on Bordeaux Red Wines, 日本行動計量学会第36回大会発表論文抄録集, 283-284, 2008. (Keyword) statistics / text mining / data mining
4.	Motohiro Ishida : Rによる正規表現処理とテキストマイニング, 日本行動計量学会第35回大会発表論文抄録集, Vol.35, No.0, 85-86, 2007. (Keyword) statistics / data mining / statistics education (Link to Search Site for Scientific Articles) ● CiNii @ National Institute of Informatics (CRID): 1573105977115962240 (CiNii: 1573105977115962240)

Review, Commentary:

1.	Motohiro Ishida : On the data analysis software R, Journal of Cookery Science of Japan, Vol.47, No.2, 117-118, Apr. 2014. (Keyword) statistics education / statistics (Link to Publication Site) ● Publication site (DOI): 10.11402/cookeryscience.47.117 (Link to Search Site for Scientific Articles) ● CiNii @ National Institute of Informatics (CRID): 1390282680481335424 ● Search Scopus @ Elsevier (DOI): 10.11402/cookeryscience.47.117 (DOI: 10.11402/cookeryscience.47.117, CiNii: 1390282680481335424)
2.	Motohiro Ishida : 初めてのR・Rによる多変量解析, 日本行動計量学会第35回大会統計チュートリアルセミナー資料, 1-45, Sep. 2007. (Keyword) statistics / data mining / statistics education

Proceeding of International Conference:

1.	Kazue Ishida and Motohiro Ishida : Text Mining in R : Parker's Comments on Bordeaux Red Wine, IASC2008, Yokohama, Dec. 2008. (Keyword) statistics / text mining / data mining

Proceeding of Domestic Conference:

1.	Kazuhide Kanenishi, Motohiro Ishida and Satoshi Togawa : Adaptive Learning Platform that Support Knowledge Transfer, 教育システム情報学会第48回全国大会講演論文集, 301-302, Aug. 2023.
2.	Kazuhide Kanenishi, Motohiro Ishida and Satoshi Togawa : Design of Exercise Based Adaptive Learning Systems, 日本教育工学会 2023年春季全国大会講演論文集, 241-242, Mar. 2023. (Summary) 高等教育の初年次教育には，基礎的な知識の伝達を目的とするものが存在する．知識伝達の学習形態としては，自学自習によるコンテンツの視聴，演習の繰り返し(反復練習)が想定される．知識伝達を目指す自学自習をeラーニングにより実施可能と考える．さらに，個々の学習者の理解状態に対応した誘導機能を実現する個別最適化の機能も加えることが可能と考える．本稿では，我々の提案する適応学習システムの概要について述べる．
3.	Kazuhide Kanenishi, Motohiro Ishida and Satoshi Togawa : Diagnosis and Guidance in Exercise Based Adaptive Learning Systems, 大学ICT推進協議会2022年度年次大会講演論文集, 276-279, Dec. 2022. (Summary) 高等教育の初年次教育には，基礎的な知識の伝達を目指すものが存在する．知識伝達の学習形態としては，自学自習によるコンテンツの視聴，演習の繰り返し(反復練習)を想定することができる．我々は，自学自習形態による知識伝達は，eラーニングにより実施可能と考える．そこで，個々の学習者の理解状態に対応した誘導機能を実現する適応的学習システムを提案する．本稿では，我々の提案する適応学習システムの概要について述べる．今後，適応学習システムの実現において，演習問題と学習履歴の蓄積が課題となることについても述べる．
4.	Kazuhide Kanenishi, Motohiro Ishida and Satoshi Togawa : Design for Guidance of Adaptive Learning Platform, 教育システム情報学会第47回全国大会講演論文集, 299-300, Aug. 2022.
5.	Kazuhide Kanenishi, Motohiro Ishida and Satoshi Togawa : Diagnosis and Guidance of Adaptive Learning Platform base on Practice Questions, 日本教育工学会 2022年春季全国大会講演論文集, 241-242, Mar. 2022. (Summary) 大学の初年次教育において，知識の伝達を目的とした学習に一定の需要が存在する．一般的に，知識伝達は，演習の繰り返しによる自学自習形態が想定される．自学自習による知識伝達に対しAI を利用することで補間が可能と考える．補間は診断と誘導でおこなう．問題の難易度と問題間の関係性を記述することで，診断を支援することが可能となる．強化学習を用いることで誘導が可能になると考える．CBT ベースのシステムに診断と誘導を実現することで，個別学習が実現可能になる．なお，適応的学習システムでは，問題プールと学習履歴の蓄積が課題となる．
6.	Kazuhide Kanenishi, Motohiro Ishida and Satoshi Togawa : Design of Adaptive Learning System for First Year Experience, 大学ICT推進協議会2021年度年次大会講演論文集, 326-329, Dec. 2021. (Summary) 高等教育の初年次教育の中に，基本的な知識の伝達を目的とした学習が存在する．一般的に，知識伝達を目的とする学習の形態として，コンテンツの視聴と演習の繰り返しによる自学自習が想定される．我々は，自学自習形態による知識伝達は，eラーニングにより補完が可能と考える．本稿では，学習者に対し個別適切な学習系列の誘導機能を実現する適応的学習システムを提案する．本稿では，適応学習システムの概要について述べる．今後，適応学習システムの実現において，演習問題と学習履歴の蓄積が課題となることについても述べる．
7.	Kazuhide Kanenishi, Motohiro Ishida and Satoshi Togawa : Design of Adaptive Learning System for the Freshman Education, 教育システム情報学会第46回全国大会講演論文集, 209-210, Sep. 2021.
8.	Kazuhide Kanenishi, Motohiro Ishida, Akiko Takahashi and Satoshi Togawa : Development of an Adaptive Learning Platform for Freshman Education, 日本教育工学会 2021年春季全国大会講演論文集, 321-322, Mar. 2021. (Summary) 大学の初年次教育において，知識の伝達を目的とした学習に一定の需要が存在する．一般的に，知識伝達は，演習の繰り返しによる自学自習形態が想定される．自学自習による知識伝達は，eラーニングによる補間が可能と考える．本稿では，問題の難易度と問題間の関係性を記述することで，学習者の理解に適応した個別学習が実現可能であると考える．適応的学習システムである．なお，適応的学習システムでは，アイテムバンクと学習履歴の蓄積が課題となる．
9.	Kazuhide Kanenishi, Motohiro Ishida, Akiko Takahashi and Satoshi Togawa : A Study of Adaptive Learning System for First Year Experience, 大学ICT推進協議会2020年度年次大会講演論文集, 398-401, Dec. 2020. (Summary) 高等教育の初年次学生を対象にした学習には，基盤的な知識伝達を目的としたものが存在する．一般的に，知識伝達を目的とした学習の形態としては，演習の繰り返しによる自学自習形態が想定される．自学自習による知識伝達は，eラーニングにより補完可能であると考える．本稿では，学習者個別の適切な問題選択の機能を実現した適応的学習システムを提案する．本稿では，適応学習システムの概要について述べる．今後，適応学習システムの実現において，演習問題と学習履歴の蓄積が課題となることについても述べる．
10.	Motohiro Ishida : Rによる言語・テキスト分析, 名古屋大学大学院人文科学研究科日本語教育分野公開講演会, Dec. 2018. (Keyword) statistics / data mining / text processing / programming
11.	Motohiro Ishida : Rによるサーバーログ解析, 統計数理研究所研究報告会, Dec. 2018. (Keyword) statistics / data mining / web programming / text processing / programming
12.	Motohiro Ishida : RによるWEBスクレイピング入門, 統計数理研究所研究報告会, Nov. 2016. (Keyword) statistics / data mining / web programming / text processing / programming
13.	Motohiro Ishida : オープンデータの動向とR, 統計数理研究所研究報告会, Nov. 2015. (Keyword) statistics / data mining / web programming / text processing / programming
14.	Motohiro Ishida : Rによる多変量解析入門, 情報機構公開講座, Mar. 2015. (Keyword) statistics / data mining / statistics education
15.	Motohiro Ishida : 最新のR開発動向について, 統計数理研究所研究報告会, Nov. 2014. (Keyword) statistics / data mining / statistics education
16.	Motohiro Ishida : -, 日本外来小児学会, Aug. 2014. (Keyword) statistics / data mining / statistics education
17.	Motohiro Ishida : 日本語方言資料のコーパス整備と方法と問題点, JLVC2015, Mar. 2014. (Keyword) statistics / data mining / statistics education
18.	Tetsuya Toyoda, Motohiro Ishida, Kosuke Ono, Hidekazu Kakei, Takanori Satoh, Mitsuhiro Sato, Tohru Naito, Ken-ichi Nishiyama, Kouichi Murakami, Ko-ichi Magishi, Takuya YABE, teppei yukizane, Takuji Kawano, Hiroshi Yoshida and Sayaka Tanaka : 学部共通科目「情報処理の基礎」の授業開発と実施に関する研究, 平成22年度徳島大学教育カンファレンスin徳島発表抄録集, 16-17, Jan. 2011.
19.	Motohiro Ishida : Text Mining with RMeCab and RCaBoCha, 統計連合学会連合大会講演報告集, 292-293, Sep. 2010. (Keyword) statistics / data mining / statistics education
20.	Motohiro Ishida : RExcelによる統計解析, 統計数理研究所研究報告会, Dec. 2009. (Keyword) statistics / data mining / statistics education
21.	Motohiro Ishida : Rによるテキストマイニング入門, 統計数理研究所公開講座, Nov. 2009. (Keyword) statistics / data mining / statistics education
22.	Kazue Ishida and Motohiro Ishida : Text Mining of Parker's Comments on Bordeaux Red Wines, Sep. 2008. (Keyword) statistics / text mining / data mining
23.	Motohiro Ishida : テキストマイニングの諸相, 第91回行動計量シンポジウム「マイニング ---調査・システム・解析手法---」, Mar. 2008. (Keyword) text mining / data mining / statistics
24.	Motohiro Ishida : 言語と確率分布 -- Rによる自然言語研究, 統計数理研究所講演会--2007年12月共同研究会報告集, Dec. 2007. (Keyword) statistics / data mining / statistics education
25.	Motohiro Ishida : Rによる正規表現処理とテキストマイニング, Rによる教育・研究・ビジネス, Sep. 2007. (Keyword) statistics / data mining / statistics education
26.	Motohiro Ishida : 統計フリーソフトR言語による多変量解析, 日本行動計量学会Rチュートリアル, Sep. 2007. (Keyword) statistics / data mining / statistics education
27.	Motohiro Ishida : 初めてのR, 日本行動計量学会Rチュートリアル, Sep. 2007. (Keyword) statistics / data mining / statistics education
28.	Motohiro Ishida : Textual Analysis with Statistics, ドイツ語情報処理研究, Jul. 2005. (Keyword) mathematical linguistics / quantitative linguistics

Et cetera, Workshop:

1.	Kenji Yokotani, Motohiro Ishida and Shinya Uriyu : A model for predicting dropout and failure in required courses among Japanese university students, JASLA, Dec. 2023. (Keyword) データサイエンス

Report:

1.	Motohiro Ishida : on Vector Space Semantics, 文法と知識, No.1, 87-102, Tokyo, Mar. 2004. (Summary) 自然言語の前置詞のうち，位置あるいは方向を表す類をカテゴリー化し，その特徴を，線形代数，位相空間の概念を応用して研究する手法についてまとめた．

Grants-in-Aid for Scientific Research (KAKEN Grants Database @ NII.ac.jp)

Time Series Analysis of Sentence Length (Project/Area Number: 17K02732 )
On probability distributions of Japanese sentence lengths. (Project/Area Number: 20520389 )
The Language of Jewish Citizens and the Stereotypes of Anti-semitizm in the 18^<th> and 19^<th> Germany (Project/Area Number: 14510587 )
ユダヤ民衆の言語・文化が中部ヨーロッパ社会に与えた影響 (Project/Area Number: 08871057 )
近世イタリアに存在した独語系ユダヤ人共同体の言語文化とその社会言語学的分析 (Project/Area Number: 07851061 )
現代ドイツ標準語形成過程におけるユダヤ方言の関与とその文献分析システムの開発 (Project/Area Number: 06851065 )
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Professor : Ishida, Motohiro

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Grants-in-Aid for Scientific Research (KAKEN Grants Database @ NII.ac.jp)