ph_ryoke200x150

領家 美奈准教授

Mina Ryoke

研究内容

研究分野

大規模複雑システムを対象としたシステムモデリング、システム最適化など.ソフトコンピューティング、データマイニング、感性データ解析などの手法開発と実問題への適用.

略歴

  • 1998年3月 大阪大学大学院基礎工学研究科物理系制御工学分野博士後期課程修了(博士(工学))
  • 1998年4月 北陸先端科学技術大学院大学知識科学研究科複雑系解析論講座助手
  • 2002年10月 筑波大学講師・社会工学系
  • 2005年4月 筑波大学大学院ビジネス科学研究科助教授
  • 2007年4月 筑波大学大学院ビジネス科学研究科准教授

学生へのメッセージ

システムモデリングとは,対象を大規模複雑システムとして捉え,そこから観測・調査によって得られるデータの解析,そして構造把握・シミュレーション等を通じて,次の行動や意思決定支援につなげるためのモデリングを行なうことです.広義に使用される言葉ですが,中でも特に不確実性や曖昧さを含んだプラント制御問題,環境問題,マネージャーの知識獲得問題,伝統工芸品感性評価,そして機会に恵まれて様々な 問題に取り組んでいます.そこで得られた知見,開発してきた方法論がみなさんの問題に役立てれば,また,互いに新しいことに挑戦していければと考えています.

担当科目

  • <修⼠課程>Business Mathematics, Introductory Data Analysis, Data Analysis I: Introduction to Data Analysis, Data Analysis II: A Principal of Quantification, Data Analysis III: Data Mining, OPM I: Operations Management, Business Simulation
  • <博⼠課程>ソフトコンピューティング, 数量化手法特論

指導論文表題

  • Comparison of substitutability of generic drug between inhaler and oral drug: - a real-world retrospective cohort study in Japan -
  • The empirical study of impacts from issuance, readability, and frequency of English disclosures on foreign ownership among Japanese listed companies
  • Study on job satisfaction of Clinical Research Associate (CRA) in the pharmaceutical company
  • Proactive Behavior on Team Performance and Work Engagement: - An empirical study in the overseas subsidiary of Japanese MNC and Japanese expatriates -
  • Industry Sector Exchange of Traded Fund Selection based on the Sentiment Analysis of the Economy Watchers Survey
  • Communication through Typeface Design: Affective Selection of Hybrid Burmese and English Typefaces
  • Risk Management Related to Pharmaceutical Supply Chain through Risk Filtering, Ranking and Management Method
  • Handling Class Imbalance in Predicting Fraud of US Listed Firms' Financial Statement using Resampling Method and Machine Learning Approach,
  • Model Development to Strategically Determine the Promotion Channels by Data-driven in Pharmaceutical Company
  • Agent-based Simulation to Assess Laptop Computer Considering Customers Preference
  • Understanding Mechanisms of How Performance-based Reward System Affects Salespersons' Unethical Behavior in the Life Insurance Industry
  • Analysis of Customer Retention and Purchase Behavior
  • A Comparative Analysis of Factors Affecting the User's Behavior to Disclose Information on Social Networking Site Facebook
  • A Study on Optimal Power Generation Mix with Expansion of Renewable Energy
  • High barrier plastic cup business in Thailand
  • Analysis of customer satisfaction for internet banking service based on survey
  • Principals' Decision Making Analysis by AHP to Introduce English Program in Kindergarten
  • How to Increase Purchase Intention in Cosmetic CRM Campaigns
  • Transfer Pricing Simulation in Multi-national Enterprise
  • Evaluation of Business Strategies of Mobile Phone Operators using Agent-based Simulation
  • Informational Balance between Government and Receiver in a case of Great East Japan
  • Earthquake and Fukushima Nuclear Power Plant Accident
  • Local Perceptions of Regional Attractiveness as an Approach for Promoting Resettlement of Rural Area
  • Rule Extraction for Urban Strolling Destination Based on Subjective Data Analysis
  • Customer Needs Extraction for new Interchangeable Lens Camera
  • Diffusion Modeling and Simulation of Clean Energy Vehicle
  • Support of Website Development Based on Subjective Evaluation Data
  • Architectural Approach for the effective Product Development of Data Center
  • Simulation analysis of appropriate marketing strategy in B2B market
  • A Study about Energy Resource for Policy Direction Support in Malaysia
  • Optimal Allocation of Consolidated Profit

所属学会

日本知能情報ファジィ学会,システム制御情報学会,環境科学会,感性工学会,行動計量学会,IEEE (CIS, SMC, TEMS)

著書・論文

著書 (章)

  • Gaming and Role Playing as Tools for Creativity Training, in Creative Environments, pp.255-280, A.P.Wierzbicki, and Y. Nakamori (eds), Springer, 2007 (Mina Ryoke and Andrzej P. Wierzbicki)
  • An Agent-Based Rules Discovery from Complex Database, in Systems and Human Science for Safety, Security and Dependability, pp. 77-87, Edited by Tatsuo Arai, Shigeru Yamamoto, Kazuhisa Makino, Elsevier 553p., 2005 (Mina Ryoke and Yoshiteru Nakamori)
  • Hyperellipsoidal Clustering, in Fuzzy Modeling Paradigms and Practice, pp.331-352, edited by Witold Pedrycz, 394p., Kluwer Academic Publishers, 1995 (Yoshiteru Nakamori, Mina Ryoke)

論文

  • 一つの説明変数に対する複数の異質性係数をもつ階層ベイズ回帰モデル,日本統計学会誌52(1) pp.1-32 (佐藤忠彦,領家美奈)
  • 情報持ち出し逸脱行動の正当化に対するISO/IEC 27001規格要求事項の影響, 経営情報学会誌/30(2) pp.89-104(江口彰,領家美奈)
  • Identifying Evaluation Structure Differences on Typefaces Using Regression Analysis, Proc in KEER2020 (Naw Victory Gabriel, MinaRyoke,)
  • Communication through Typefaces: Affective Selection of English, Myanmar and Japanese Typefaces, Proc. in International Society of Affective Science and Engineering (ISASE2020), Tokyo, Japan, March 15-16, 2020 (Naw Victory Gabriel, Mina Ryoke)
  • ルールの遵守を通じた情報漏えい抑制策の提案 , 経営情報学会誌 , Vol. 28, No. 3, pp. 141-156, Dec.2019 (江口彰,領家美奈,山田秀)
  • Handling Class Imbalance in Predicting Fraud of US Listed Firms’ Financial Statement using Resampling Method and Machine Learning Approach, The 15th International Symposium on Econometric Theory and Applications (SETA2019), Osaka, Japan, June 1-2, 2019 (Jerome Impas, Tadashi Ono, Mina Ryoke)
  • Kansei Knowledge Extraction as Measure of Structural Heterogeneity, pp. 142-157, CCIS 949, Springer, Nov. 2018 (Mina Ryoke; Tadahiko Sato)
  • コミュニケーション・ツールとしての環境報告書策定指針-グローバル製造業の温暖化対策情報開示の傾向分析-, 環境科学会誌 Vol. 30, No. 5, p. 296-306, 2017(大谷聡子,領家美奈,山田秀)
  • 商品価格の提示が伝統工芸品の感性評価に及ぼす影響, 日本感性工学会論文誌, Vol. 13, No. 1, pp. 163-172,2014(山下幸裕,領家美奈,中森義輝)
  • Analyzing the Business Strategies of Mobile Phone Operators Using Agent-Based Simulation, International Journal of Knowledge and Systems Science, Volume 4, Issues 2, April 2013, pp.58-65, ( Biswas Subrata Kumar, Mina Ryoke)
  • Information Balance between Transmitters and Receivers Based on the Twitter after Great East Japan Earthquake, International Journal of Knowledge and Systems Science, Volume 4, Issues 2, April 2013, pp.66-76, ( Masahiro Moriya, Mina Ryoke)
  • 九谷焼図柄と九谷焼洗面ボールの感性評価データの比較分析, 日本感性工学会論文誌, 特集「第14 回大会」Vol. 12 (2013) No. 1, pp. 145-155 (山下幸裕, 領家美奈, 中森義輝)
  • デザイン要素を用いた伝統工芸品のポジショニング分析, 日本感性工学会論文誌, Vol. 11 (2012) No. 3, pp. 443-452 (山下幸裕, 領家美奈, 中森義輝)
  • リレーションシップ・マーケティングにおける長期・短期戦略の効果比較による知見の獲得について, 日本知能情報ファジィ学会誌第22 巻, 第2 号, pp.40-52 (pp.190-202) (April,2010) (東田厳秀, 領家美奈)
  • Personalized Recommendation for Traditional Crafts using Fuzzy Correspondence Analysis with Kansei Data and OWA Operator, Proc. of International Workshop on Interval/Probabilistic Uncertainty and Non-Classical Logics (UncLog '08), pp. 311-325, 2008/06 (M. Ryoke, Y. Nakamori and V.N.Huynh)
  • 伝統工芸素材の感性評価とデータ解析, 日本感性工学会研究論文誌, 第7巻, 第4号, pp. 633-640, 2008/06 (領家美奈, 中森義輝)
  • Personalized Recommendation for Traditional Crafts using Fuzzy Correspondence Analysis with Kansei Data and OWA Operator, Proc. of International Workshop on Interval/Probabilistic Uncertainty and Non-Classical Logics (UncLog'08), pp. 311-325, 2008/06 (M. Ryoke, Y. Nakamori and V.N.Huynh)
  • Treating fuzziness in subjective evaluation data, Information Sciences, 176, p.3610-3644, 2006. (Yoshiteru Nakamori and Mina Ryoke)
  • Agent-based Approach to Complex Systems Modeling, European Journal of Operations Research (EJOR), 166, pp. 717-725, 2005. (Mina Ryoke, Yoshiteru Nakamori)
  • A Context-dependent Knowledge Model for Evaluation of Regional Environment, Environmental Modeling & Software 20(2005) 343-352. (S. Kawano, V.N. Huynh, M. Ryoke and Y. Nakamori)
  • エージェントによるデータベースからのルール抽出法, 日本知能情報ファジィ学会学会誌, 第16巻, 第1号, pp.60-69, March, 2004. (領家美奈, 中森義輝)
  • 感性評価データの主成分分析に関する考察, 日本知能情報ファジィ学会学会誌, 第15巻, 第6号, pp. 658-670, Dec., 2003. (中森義輝, 領家美奈, 河野小夜子)
  • Fuzziness and uncertainty within the framework of context model, in: T. Bilgic et al. (Eds.), Fuzzy Sets and Systems - FSS 2003, LNAI 2715, Springer-Verlag, Heidelberg 2003, pp. 219-228. (V.N. Huynh, M. Ryoke, Y. Nakamori and T.B. Ho)
  • ソフトデータに基づく環境評価モデル. システム制御情報学会論文誌, 第 15巻, 第12号, pp. 652-662, 2002. (河野小夜子, Huynh Van Nam, 領家美奈, 中森義輝)
  • An Agent-based Simulation on Market Considering Knowledge Transition and Social Impact. Journal of Systems Science and Complexity, Science Press, China & Allerton Press, INC. USA, Vol. 15, No. 3, pp. 251-260, 2002. (Tieju Ma, Mina Ryoke and Yoshiteru Nakamori)
  • 感性評価データのファジィ数量化. 日本ファジィ学会誌,第13巻,第5号,pp. 514-521, Oct. 2001. (中森義輝,領家美奈)
  • A Simplified Ozone Model based on Fuzzy Rules Generation. European Journal of Operational Research (EJOR),  Volume 122, pp. 440-451, April 16, 2000. (Mina Ryoke, Yoshiteru Nakamori, Chris Heyes, Marek Makowski, Wolfgang Schoepp)
  • ファジィモデル同定のための前件部変数選択を考慮したファジィクラスタリング, 日本ファジィ学会誌,第12巻,第1号,pp. 105-113, Feb. 2000. (領家美奈, 飯沼剛志, 中森義輝, 田村坦之)
  • 感性評価データに対するファジィ回帰モデル. 日本ファジィ学会誌,第12巻,第1号,pp.127-132, Feb. 2000. (中森義輝,領家美奈)

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