永山研究室 Nagayama Lab.

組織マネジメント論

法政大学経営学部授業

秋学期：概念

2022_秋1_組織マネ論_概要

2022_秋2_組織マネ論_概念とは何か

2022_秋3_概念シフトとは何か？

2022_秋4_組織マネ論_NQシフト

2022_秋5_概念は計算できるのか？（風間）

2022_秋6_組織マネ論_概念シフトの方法論

2022_秋7_組織マネ論_言葉

2022_秋10_組織マネ論_言葉

2022_秋11_組織マネ論_統合モデルの理論

概念研究・進化に関わる文献・ウェブサイト

認知心理学系
神経科学系（能動的推論）
- 吉田正俊「自由エネルギー原理入門改め自由エネルギー原理の基礎徹底解説」
- 乾敏郎・阪口豊（2020）『脳の大統一理論：自由エネルギー原理とはなにか』岩波書店.
- Friston, K., Kilner, J., & Harrison, L. (2006). A free energy principle for the brain. Journal of Physiology-Paris, 100(1–3), 70–87. https://doi.org/10.1016/j.jphysparis.2006.10.001
- Friston, K. (2010). The free-energy principle: A unified brain theory? Nature Reviews Neuroscience, 11(2), 127–138. https://doi.org/10.1038/nrn2787
社会学系
- Hannan, Michael T. (2019) Concepts and Categories. Columbia University Press.
- Alan C. Love and William C. Wimsatt. (eds) (2019). Beyond the Meme: Development and Structure in Cultural Evolution. University of Minnesota Press.
文化人類学系
- （初学者向け）アレックス・メスーディ（2016）『文化進化論:ダーウィン進化論は文化を説明できるか』NTT出版（野中香方子翻訳）.
- （初学者向け）田村光平（2020）『文化進化の数理』森北出版.
経済学系
- Nunn, N. (2020). History as Evolution (No. w27706; p. w27706). National Bureau of Economic Research. https://doi.org/10.3386/w27706
計算機科学
- Burda, Y., Edwards, H., Pathak, D., Storkey, A., Darrell, T., & Efros, A. A. (2019). Large-scale study of curiosity-driven learning. ICLR. http://arxiv.org/abs/1808.04355
- Pathak, D., Agrawal, P., Efros, A. A., & Darrell, T. (2017). Curiosity-driven exploration by self-supervised prediction. 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 488–489. https://doi.org/10.1109/CVPRW.2017.70
- Thomas Simonini (2018) "Curiosity-Driven Learning made easy Part I"
- Tschantz, A., Millidge, B., Seth, A. K., & Buckley, C. L. (2020). Reinforcement learning through active inference. ICLR.
哲学系
- 戸田山和久・唐沢かおり編著（2019）『〈概念工学〉宣言! ：哲学×心理学による知のエンジニアリング』名古屋大学出版会.
- Burgess, A. , Cappelen, H. , & Plunkett, D. (2020), Conceptual Ethics and Conceptual Engineering, New York: Oxford University Press.
- Makowski, P. T. (Forthcoming). Optimizing concepts: Conceptual engineering in the field of management. The case of routines research. Academy of Management Review

参考文献・ウェブサイト

第2回：概念とは何か？
- 安宅和人（2017）「知性の核心は知覚にある」『ハーバードビジネスレビュー論文』ダイヤモンド社.
- 乾敏郎（2018）『感情とはそもそも何なのか：現代科学で読み解く感情のしくみと障害』ミネルヴァ書房.
- 高橋宏和（2016）『メカ屋のための脳科学入門：脳をリバースエンジニアリングする』日刊工業新聞社.
- 高橋宏和（2017）『続メカ屋のための脳科学入門：記憶・学習/意識編』日刊工業新聞社.
- リサ・フェルドマン・バレット（2019）『情動はこうしてつくられる―脳の隠れた働きと構成主義的情動理論』紀伊國屋書店（高橋洋訳）
- Friston, K., Kilner, J., & Harrison, L. (2006). A free energy principle for the brain. Journal of Physiology-Paris, 100(1–3), 70–87. https://doi.org/10.1016/j.jphysparis.2006.10.001
- Goldstone, R. L., Kersten, A., & Carvalho, P. F. (2018). Categorization and concepts. Stevens’ Handbook of Experimental Psychology and Cognitive Neuroscience, 3, 275–317.
- Gomez, J., Barnett, M., & Grill-Spector, K. (2019). Extensive childhood experience with Pokémon suggests eccentricity drives organization of visual cortex. Nature Human Behaviour, 3(6), 611–624. https://doi.org/10.1038/s41562-019-0592-8
- Hannan, Michael T. (2019) Concepts and Categories. Columbia University Press.
- Parsons, T. (1937) Structure of Social Action. McGraw Hill.
- Facebook AI "ELF OpenGo"（過去の碁の戦局のAI評価）
第3回：概念シフトとは何か？
第4回：概念シフトにパターンはあるのか？
第5回：概念は計算できるのか？（風間正弘さん）
- MangaNearestMap（新しいマンガ検索サービス）
- 末永幸歩（2020）『「自分だけの答え」が見つかる13歳からのアート思考』ダイヤモンド社.
- マット・タディ（2020）『ビジネスデータサイエンスの教科書』すばる舎（上杉隼人・井上毅郎訳）.
- Gregory Murphy (2004). The Big Book of Concepts. A Bradford Book.
- Hannan, M. T., Le Mens, G., Hsu, G., Kovács, B., Negro, G., Pólos, L., Pontikes, E., & Sharkey, A. J. (2019). Concepts and Categories: Foundations for Sociological and Cultural Analysis. Columbia University Press.
- Sigaki, H. Y. D., Perc, M., & Ribeiro, H. V. (2018). History of art paintings through the lens of entropy and complexity. Proceedings of the National Academy of Sciences, 201800083. https://doi.org/10.1073/pnas.1800083115
- Culture 500（社員レビューデータを使った企業文化の測定）
- Glassdoor（企業に対する社員のレビュー）
- 風間正弘（2020）「Netflixを支える推薦システム」note.
- チャールズ・Ａ・オライリー, マイケル・Ｌ・タッシュマン (2019). 『両利きの経営：「二兎を追う」戦略が未来を切り拓く』東洋経済新報社（渡部典子訳・入山章栄監訳・富山和彦解説）.
- Abernathy, W. J., & Utterback, J. M. (1978). Patterns of industrial innovation. Technology Review, 80(7), 40–47.
- Bettencourt, L. M. A., Lobo, J., Helbing, D., Kuhnert, C., & West, G. B. (2007). Growth, innovation, scaling, and the pace of life in cities. Proceedings of the National Academy of Sciences, 104(17), 7301–7306. https://doi.org/10.1073/pnas.0610172104
- Boudreau, K. J., Lacetera, N., & Lakhani, K. R. (2011). Incentives and problem uncertainty in innovation contests: An empirical analysis. Management Science, 57(5), 843–863. https://doi.org/10.1287/mnsc.1110.1322
- Caldwell, C. A., & Millen, A. E. (2008). Experimental models for testing hypotheses about cumulative cultural evolution. Evolution and Human Behavior, 29(3), 165–171. https://doi.org/10.1016/j.evolhumbehav.2007.12.001
- Denton, K. K., Ram, Y., Liberman, U., & Feldman, M. W. (2020). Cultural evolution of conformity and anticonformity. Proceedings of the National Academy of Sciences. https://doi.org/10.1073/pnas.2004102117
- Derex, M., Bonnefon, J.-F., Boyd, R., & Mesoudi, A. (2019). Causal understanding is not necessary for the improvement of culturally evolving technology. Nature Human Behaviour, 3(5), 446–452. https://doi.org/10.1038/s41562-019-0567-9
- Klimek, P., Kreuzbauer, R., & Thurner, S. (2019). Fashion and art cycles are driven by counter-dominance signals of elite competition: Quantitative evidence from music styles. Journal of The Royal Society Interface, 16(151), 20180731. https://doi.org/10.1098/rsif.2018.0731
- Lavie, D., Stettner, U., & Tushman, M. L. (2010). Exploration and exploitation within and across organizations. The Academy of Management Annals, 4(1), 109–155.
- Toyokawa, W., Whalen, A., & Laland, K. N. (2019). Social learning strategies regulate the wisdom and madness of interactive crowds. Nature Human Behaviour, 1. https://doi.org/10.1038/s41562-018-0518-x
- Navajas, J., Niella, T., Garbulsky, G., Bahrami, B., & Sigman, M. (2018). Aggregated knowledge from a small number of debates outperforms the wisdom of large crowds. Nature Human Behaviour, 2(2), 126-132. https://doi.org/10.1038/s41562-017-0273-4
- Van de Ven, A. H., & Poole, M. S. (1995). Explaining development and change in organizations. Academy of Management Review, 20(3), 510–540.
- Zheng, S., Trott, A., Srinivasa, S., Naik, N., Gruesbeck, M., Parkes, D. C., & Socher, R. (2020). The AI economist: Improving equality and productivity with AI-driven tax policies. https://arxiv.org/abs/2004.13332v1
- AI Economist
思考法
- 小林道夫（2006）『デカルト入門』筑摩書房.
- 斎藤哲也（2018）『試験に出る哲学：「センター試験」で西洋思想に入門する』NHK出版.
- 高橋弘樹（2018）『１秒でつかむ：「見たことないおもしろさ」で最後まで飽きさせない32の技術』ダイヤモンド社.
- 読書猿（2017）『アイデア大全』フォレスト出版.
- 濱口秀司（2019）『SHIFT：イノベーションの作法』ダイヤモンド社.
- 玉樹真一郎（2012）『コンセプトのつくりかた』ダイヤモンド社.
- Campbell, D. T. (1960). Blind variation and selective retentions in creative thought as in other knowledge processes. Psychological Review, 67(6), 380–400.
- Harvey, S. (2014). Creative synthesis: Exploring the process of extraordinary group creativity. Academy of Management Review, 39(3), 324–343.
- ほぼ日「濱口秀司さんのアイデアのカケラたち。」
- Ed Sheeran's 'Shape of You': Making 2017’s Biggest Track | Diary of a Song
- Harvey, S. (2014). Creative synthesis: Exploring the process of extraordinary group creativity. Academy of Management Review, 39(3), 324–343.

その他参考文献

- Bail, C. A., Brown, T. W., & Wimmer, A. (2019). Prestige, proximity, and prejudice: How google search terms diffuse across the world. American Journal of Sociology, 124(5), 1496–1548. https://doi.org/10.1086/702007
- Garg, N., Schiebinger, L., Jurafsky, D., & Zou, J. (2018). Word embeddings quantify 100 years of gender and ethnic stereotypes. Proceedings of the National Academy of Sciences, 115(16), E3635–E3644. https://doi.org/10.1073/pnas.1720347115
- Escolar, E. G., Hiraoka, Y., Igami, M., & Ozcan, Y. (2020). Mapping firms’ locations in technological space: A topological analysis of patent statistics. ArXiv:1909.00257 [Cs, Econ, Math]. http://arxiv.org/abs/1909.00257
- Gray, H. M., Gray, K., & Wegner, D. M. (2007). Dimensions of mind perception. Science, 315(5812), 619–619. https://doi.org/10.1126/science.1134475
- Kozlowski, A. C., Taddy, M., & Evans, J. A. (2019). The geometry of culture: Analyzing the meanings of class through word embeddings. American Sociological Review, 0003122419877135. https://doi.org/10.1177/0003122419877135
- 経営コンセプトの概念進化：Denrell, J., & Kovács, B. 2020. The ecology of management concepts. Strategy Science, stsc.2020.0108.
- Street, S. E., Navarrete, A. F., Reader, S. M., & Laland, K. N. (2017). Coevolution of cultural intelligence, extended life history, sociality, and brain size in primates. Proceedings of the National Academy of Sciences, 114(30), 7908–7914. https://doi.org/10.1073/pnas.1620734114
- Galenson, D. W. (2007). Old Masters & Young Geniuses: The Two Life Cycles of Artistic Creativity. Princeton University Press.
- Xiao, P., Toivonen, H., Gross, O., Cardoso, A., Correia, J., Machado, P., Martins, P., Oliveira, H. G., Sharma, R., Pinto, A. M., Díaz, A., Francisco, V., Gervás, P., Hervás, R., León, C., Forth, J., Purver, M., Wiggins, G. A., Miljković, D., … Battersby, S. (2019). Conceptual representations for computational concept creation. ACM Computing Surveys, 52(1), 9:1–9:33. https://doi.org/10.1145/3186729.
- Smith, R., Schwartenbeck, P., Parr, T., & Friston, K. J. (2020). An active inference approach to modeling structure learning: Concept learning as an example case. Frontiers in Computational Neuroscience, 14. https://doi.org/10.3389/fncom.2020.00041.
- Vinyals, O., Babuschkin, I., Czarnecki, W. M., Mathieu, M., Dudzik, A., Chung, J., Choi, D. H., Powell, R., Ewalds, T., Georgiev, P., Oh, J., Horgan, D., Kroiss, M., Danihelka, I., Huang, A., Sifre, L., Cai, T., Agapiou, J. P., Jaderberg, M., … Silver, D. (2019). Grandmaster level in StarCraft II using multi-agent reinforcement learning. Nature, 575(7782), 350–354. https://doi.org/10.1038/s41586-019-1724-z
- ロナルド・イングルハート（2019）『文化的進化論: 人びとの価値観と行動が世界をつくりかえる』勁草書房（(山崎聖子訳）.
- 笑顔の進化：Shiry Ginosar, Kate Rakelly, Sarah Sachs, Brian Yin, Alexei A. Efros; Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops, 2015, pp. 1-7.

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