研究業績
PUBLICATION

PUBLICATION

学術論文

  • Pathophysiological Voice Analysis for Diagnosis and Monitoring of Depression. Tokuno, S. Understanding Depression (pp. 83-95). Springer, Singapore. (2018).
  • Case Studies of Utilization of the Mind Monitoring System (MIMOSYS) Using Voice and Its Future Prospects. Shinohara S, Omiya Y, Hagiwara N, Nakamura M, Higuchi M, Kirita T, Takano T, Mitsuyoshi S, Tokuno S. ESMSJ (Econophysics, Sociophysics & other Multidisciplinary Sciences Journal) 7 (1) 2017; 7-12
  • Measurement of Stress Level to Prevent Post-Traumatic Stress Disorder Developed by Identifying Dead Bodies. Higuchi M, Yamamoto I, Omiya Y, Shinohara S, Nakamura M, Hagiwara H, Takano T, Mitsuyoshi S, Tokuno S. ESMSJ (Econophysics, Sociophysics & other Multidisciplinary Sciences Journal) 7 (1) 2017; 13-18
  • Difference in Voice Analysis Result by Pre and Post Processing of Telephone Line. Hagiwara N, Omiya Y, Shinohara S, Nakamura M, Higuchi M., Mitsuyoshi S, Tokuno S; International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'2017) (Jeju Island, Korea) ,2017.7.11-15.
  • Multilingual evaluation of voice disability index using pitch rate. Shinohara S, Omiya Y, Nakamura M, Hagiwara N, Higuchi M, Mitsuyoshi S, Tokuno S. Advances in Science Technology and Engineering Systems Journal Vol. 2, No. 3, 765 – 772, (2017)
  • Validity of Mind Monitoring System as a Mental Health Indicator using Voice. Hagiwara N, Omiya Y, Shinohara S, Nakamura M, Higuchi M, Mitsuyoshi S, Yasunaga H, Tokuno S. Advances in Science, Technology and Engineering Systems Journal, vol. 2, no. 3, pp. 338-344 (2017).
  • Mental status assessment of disaster relief personnel by vocal affect display based on voice emotion recognition. Mitsuyoshi S, Nakamura M, Omiya Y, Shinohara S, Hagiwara N, Tokuno S. (2017). Disaster and Military Medicine, 3(1), 4.
  • Study on Depression Evaluation Indicator in the Elderly using Sensibility Technology. Higuchi, M., Shinohara, S., Nakamura, M., Omiya, Y., Hagiwara, N., Mitsuyoshi, S. and Tokuno, S. 3rd International Conference on Information and Communication Technologies for Ageing Well and e-Health: 70-77, 2017
  • Voice disability index using pitch rate. Shinohara S, Nakamura M, Mitsuyoshi S, Tokuno S, Omiya Y, Hagiwara N. (2016). Biomedical Engineering and Sciences (IECBES), 2016 IEEE EMBS Conference on. IEEE, 2016. p. 557-560.
  • Validity of the Mind Monitoring System as a Mental Health Indicator, Hagiwara N, Omiya Y, Shinohara S, Nakamura M, Yasunaga H, Mitsuyoshi S, Tokuno S. 16th International Conference on BioInformatics and BioEngineering (IEEE BIBE2016), 2016. 262-265.
  • Correlation between self-administered psychological test and emotion measured by voice analysis, Nakamura M, Shinohara S, Omiya Y, Mitsuyoshi S, Takagi H, Ushiwatari A, Tokuno S, International Conference on Information Science and Management Engineering1 (ICISME2015), 2015. 290-294
  • Validity of a voice-based evaluation method for effectiveness of behavioural therapy, Shinohara S, Mitsuyoshi S, Nakamura M, Omiya Y, Tsumatori G, Tokuno S, Pervasive Computing Paradigms for Mental Health. Springer International Publishing, 2015. 43-51.
  • Stress Evaluation by Voice: From Prevention to Treatment in Mental Health Care, Tokuno S, ESMSJ (Econophysics, Sociophysics & other Multidisciplinary Sciences Journal) 5 (1) 2015; 30-35
  • S Mitsuyoshi.2015, Development of Verbal Analysis Pathophysiology,ESMSJ (Econophysics, Sociophysics & other Multidisciplinary Sciences Journal),5(1): pp 11- pp 16.
  • 光吉俊二,徳野慎一,田中靖人.2011.音声感情認識技術STを使ったストレスへの応用,日本疲労学会誌,6(2): pp 45- pp 53.(3,269KB) PDF
  • 酒造正樹,山本泰史,志村誠,門間史晃,光吉俊二,山田一郎.2011.情動・感情判別のための自然発話音声データベースの構築,情報処理学会論文誌,52(3): pp 1185- pp 1194.
  • Chiemi Kawanishi, Kyoko Osaka, Tetsuya Tanioka, Rozzano C Locsin, Toshiko Tada, Shuichi Ueno, Fuji Ren, Kazuyuki Matumoto and Shunji Mituyoshi. 2007. Establishing methods and analytical examples for empathic understanding as technological competency in nursing. INFORMATION International Informatin Institute, 10 (2): pp 253-pp 262.
  • Shunji Mitsuyoshi, Fuji Ren, Yasuto Tanaka and Shingo Kuroiwa. 2006. Non-verbal voice emotion analysis system. International journal of innovative computing, Information and control, 12 (4): pp 819- pp 830, 8.
  • 光吉俊二,任福継.2005.人間の感情を測定する,電気学会誌,125 (10): pp 641- pp 644.
  • Koichi Shibasaki, Shunji Mitsuyoshi. 2005. Evaluation of emotion recognition from intonation evaluation of sensibility technology and human emotion recognition. IEICE technical report, 105 (291), pp 45- pp 50.
  • Fuji Ren, Shunji Mitsuyoshi, Kang Yen, Chengqing Zong and Hongbing Zhu. 2003. An estimate method of the minimum entropy of natural languages. CIC Journal computational linguistics and intelligent text processing, In Alexander Gelbukh(Ed), Springer: pp 382- pp 392.
  • Fuji Ren, Shunji Mitsuyoshi. 2003. To understand and create the emotion and sensitivity. International journal of information, 6 (5): pp 547- pp 556.

学会発表(査読つき)

  • 歯科身元確認研修におけるメンタルケアのためのストレス測定の検討, 山本伊佐夫, 樋口政和, 徳野慎一, 大平寛, 山田良広, 木本一成, 二瓶智太郎, 浜田信城, 李昌一, 槻木恵一, 第23回集団災害医学会(横浜), 2018.01.31-02.03
  • 走行中の自動車騒音が感情やストレス状態の推定に有用な音声構造解析に与える影響, 髙野毅, 大宮康宏, 萩原直樹, 篠原修二, 中村光晃, 樋口政和, 光吉俊二, 徳野慎一, HCGシンポジウム2017 (金沢), 2017.13-15.16
  • 電話回線におけるコーデックが通話音声による健康状態推定に及ぼす影響. 大宮康宏, 萩原直樹, 髙野毅, 篠原修二, 中村光晃, 樋口政和, 光吉俊二, 徳野慎一. HCGシンポジウム2017 (金沢), 2017.13-15.16
  • 音声指標によるパーキンソン病患者とうつ病患者と健常者の鑑別. 篠原修二, 大宮康宏, 中村光晃, 樋口政和, 萩原直樹, 髙野毅, 光吉俊二, 徳野慎一. HCGシンポジウム2017 (金沢), 2017.13-15.16
  • An Effect of Noise on Mental Health Indicator using Voice, Higuchi M, Shinohara S, Nakamura M, Mitsuyoshi M, Omiya Y, Hagiwara N, Takano T, Tokuno S. International Conference on Intelligent Informatics and BioMedical Sciences (ICIIBMS) 2017, (Okinawa).2017.11.24-26
  • Difference in Speech Analysis Results by Compression. Omiya Y, Hagiwara N, Takano T, Shinohara S, Nakamura M, Higuchi M, Mitsuyoshi S, Tokuno S. International Conference on Intelligent Informatics and BioMedical Sciences (ICIIBMS) 2017, (Okinawa).2017.11.24-26
  • Major depression index derived from the relationship between hurst exponent and zero crossing rate in voice. Shinohara S, Omiya Y, Nakamura M, Higuchi M, Hagiwara N, Takano T, Toda H , Saito T , Tanichi M , Yoshino A, Mitsuyoshi S, Tokuno S, Neuroscience 2017 (Washington) 2017.11.11-15
  • Stress evaluation using voice in dental identification work of dead body. Omiya Y, Shinohara S, Higuchi M, Nakamura M, Mitsuyoshi S, Yamamoto I, Tokuno S, Neuroscience 2017 (Washington) 2017.11.11-15
  • Feasibility study of classifying major depressive disorder and bipolar disorders using voice features, M Nakamura, Y Omiya, S Shinohara, S Mitsuyoshi, M Higuchi, N Hagiwara, T Takano, H Toda, T Saito, M Tanichi, A Yoshino, S Tokuno, XVII World Congress of Psychiatry (Berlin) 2017.10.8-12.
  • 音声によるマインドモニタリングシステムにおける録音方式の違いによる有効性検証, 大宮康宏, 萩原直樹, 高野毅, 桐田賢, 篠原修二, 中村光晃, 樋口政和, 光吉俊二, 徳野慎一, 生体医工学シンポジウム2017. 2017.9.15.16
  • パーキンソン病患者スクリーニングのための音声障害指標の提案, 篠原修二1, 赫寛雄, 大宮康宏, 中村光晃, 樋口政和, 萩原直樹, 高野毅, 光吉俊二, 徳野慎一, 生体医工学シンポジウム2017. 2017.9.15.16
  • 遺体の身元確認作業におけるメンタルケアのための音声によるストレス度測定,樋口政和, 山本伊佐夫, 篠原修二, 中村光晃, 大宮康宏, 萩原直樹, 高野毅, 光吉俊二, 徳野慎一, 生体医工学シンポジウム2017. 2017.9.15.16
  • Introduction of Pathophysiological Voice Analysis for Disease. Tokuno S, Mitsuyoshi S; 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17) (Jeju), 2017.7.11-15
  • Difference in Voice Analysis Result by Pre- and Post- Processing of Telephone Line. Hagiwara N, Omiya Y, Shinohara S, Nakamura M, Higuchi M, Mitsuyoshi S, Tokuno S; 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17) (Jeju), 2017.7.11-15
  • Novel voice indicator for distinguishing Parkinson's disease. Shinohara S, Tokuno S; 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17) (Jeju), 2017.7.11-15
  • Algorithm to distinguish between articulatory disorder, depression and Parkinson’s disease by voice. Omiya Y, Hagiwara N; 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17) (Jeju), 2017.7.11-15
  • Relation between Severity of Sleep Apnea Syndrome and Mental Healthiness Evaluated from Voice. Nakamura M, Shinohara S, Omiya Y, Hagiwara N, Higuchi M, Mitsuyoshi S, Danno H, Tanaka S, Tokuno S; 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17) (Jeju), 2017.7.11-15
  • 陸上自衛隊における新入隊員の音声によるストレス計測の試み、大宮康宏、萩原直樹、中村 光晃、篠原修二、樋口政和、光吉俊二、戸田裕之、長川真治、徳野慎一、第90回日本産業衛生学会(東京)、 2017.5.12
  • 舌喉頭矯正術前後の音声分析ソフトを用いた乳児啼泣評価、山本伊佐夫、大宮康宏、徳野慎一、光吉俊二、中川貴美子、大平寛、鎌倉尚史、山口里恵、山田良広、長谷川巖、向井將、国際生命情報科学会シンポジウム(東京)、2017.3.18
  • Study on Depression Evaluation Indicator in the Elderly Using Sensibility Technology, Higuchi M, Shinohara S, Nakamura M, Omiya 2, Hagiwara N, Mitsuyoshi S, Tokuno S, 3rd The International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AWE 2017) (Porto), 2017,04,29
  • Voice Disability Index Using Pitch Rate, Shinohara S, Omiya Y, Nakamura M, Hagiwara N, Mitsuyoshi S, Tokuno S, IEEE EMBS Conference of Biomedical, Engineering and Sciences (IECBES 2016) (Kuala Lumpur) 2016.12.4-8
  • Psychological impact of Kumamoto earthquake by voice analysis using a smart phone application, Tokuno S, Omiya Y, Shinohara S, Nakamura M, Hagiwara N, Mitsuyoshi S; Neuroscience 2016 (San Diego) 2016.11.12-16
  • Alternation of fundamental frequency of ultrasonic vocalizations by neonatal rats in response to distance from their mother, Nakamura M, Tanichi M, Toda H, Mitsuyoshi S. Shinohara S, Omiya Y, Shimizu K, Yoshino A, Tokuno S. Neuroscience 2016 (San Diego) 2016.11.12-16
  • Development of Mind Monitoring System using Call Voice, Omiya Y, Hagiwara N, Shinohara S, Nakamura M, Mitsuyoshi S, Tokuno S. Neuroscience 2016 (San Diego) 2016.11.12-16
  • CGL前後の乳幼児啼泣音声の分析(続報),大宮康宏、山本伊佐夫、中村光晃、篠原修二、光吉俊二、徳野慎一、中川貴美子、福地芳子、向井將、第28回日本舌癒着症学会(横浜), 2016.11.3
  • Validity of the Mind Monitoring System as a Mental Health Indicator, Hagiwara N, Omiya Y, Shinohara S, Nakamura M, Yasunaga H, Mitsuyoshi S, Tokuno S. Bioinformatics and Bioengineering (BIBE), 2016 IEEE 16th International Conference (Taitung), 2016.10.31-11.2
  • スマートフォンを用いた音声による心の健康状態のモニタリングシステムにおける録音方式の違いによる有効性検証, 萩原直樹, 大宮康宏, 篠原修二, 中村光晃, 木暮祐一, 光吉俊二 , 徳野慎一, 生体医工学シンポジウム2016 (旭川), 2016.9.17-18
  • 舌喉頭矯正術前後の乳児啼泣音声分析. 山本伊佐夫, 大宮康宏, 徳野慎一, 光吉俊二, 鎌倉尚史, 中川貴美子, 大平寛, 山口里恵, 宮川康一, 山田良広, 第8回日本子ども虐待医学会学術集会 (福岡), 2016.7.23-24
  • 舌喉頭矯正術前後の乳児啼泣音声の解析, 山本伊佐夫, 大宮康宏, 徳野慎一, 光吉俊二, 中川貴美子, 大平寛, 鎌倉尚史, 山口里恵, 宮川康一, 山田良広, 第100次 日本法医学会学術全国集会 (東京), 2016.6.15-17
  • Development of voice pathophysiology analysis technology: Joint Symposium with IT Companies, Mitsuyoshi S, 7th Asia Pacific Regional Conference of the International Association for Suicide Prevention (Tokyo), 2016.5.18-21
  • Medical evidence of voice pathophysiology analysis technology: Joint Symposium with IT Companies, Tokuno S, 7th Asia Pacific Regional Conference of the International Association for Suicide Prevention (Tokyo), 2016.5-18-21
  • Development of the Mind Monitoring System (MIMOSYS) which can be able to monitor mental health status using call voice with a smartphone: Joint Symposium with IT Companies, Omiya Y, 7th Asia Pacific Regional Conference of the International Association for Suicide Prevention (Tokyo), 2016.5-18-21
  • Verbal analysis of Pathophysiology in Stress Resilience Program: Joint Symposium with IT Companies, Miyazaki K, 7th Asia Pacific Regional Conference of the International Association for Suicide Prevention (Tokyo), 2016.5-18-21
  • Automotive application of verbal analysis: Joint Symposium with IT Companies, Okazaki T, 7th Asia Pacific Regional Conference of the International Association for Suicide Prevention (Tokyo), 2016.5-18-2
  • Correlation between self-administered psychological test and emotion measured by voice analysis, Nakamura M, Shinohara S, Omiya Y, Mitsuyoshi S, Takagi H, Ushiwatari A, Tokuno S, International Conference on Information Science and Management Engineering1 (ICISME2015) (Phuket), 2015.12.20
  • 音声による心の健康度測定の妥当性について, 篠原修二, 中村光晃, 大宮康宏, 高木宏昌, 牛渡智, 光吉俊二, 徳野慎一, HCGシンポジウム2015 (富山), 2015.12.17
  • スマートフォンを用いた音声による健康状態のモニタリングシステムの開発, 大宮康宏, 萩原直樹, 桐田賢, 篠原修二, 中村光晃, 光吉俊二, 徳野慎一, HCGシンポジウム2015 (富山), 2015.12.16
  • CGL前後の乳幼児啼泣音声の分析, 大宮康宏, 山本伊佐夫, 中村光晃, 篠原修二, 光吉俊二, 徳野慎一, 中川貴美子, 福地芳子, 向井 將, 第27回日本舌癒着症学会(横浜), 2015.10.2
  • Snoring-based screening for sleep apnea syndrome,M Nakamura, S Shinohara, Y Omiya, S Mitsuyoshi, Y Oshima, H Danno, T Yamakawa, S Tanaka, S Tokuno, 生体医工学シンポジウム2015 (岡山),2015.9.24-25
  • Validity of a voice-based evaluation method for effectiveness of behavioural therapy, S Shinohara, S Mitsuyoshi, M Nakamura, Y Omiya, Y Tsumatori, S Tokuno. 5th International Symposium on Pervasive Computing Paradigms for Mental Health; MINDCARE 2015 (Milan), 2015.9.23-25
  • Stress Evaluation by Voice: a novel stress evaluation technology, S Tokuno. Annual Bilateral Behavioral Health Conference (Kanagawa), 2015.6.23
  • Stress Evaluation by Voice: From Prevention to Treatment in Mental Health Care, S. Tokuno, International Workshop EDEN (Exploratory Domains of Econophysics News) - VII (Pitesity), 2015.6.6
  • Development of Verbal Analysis Pathophysiology, S Mitsuyoshi, International Workshop EDEN (Exploratory Domains of Econophysics News) - VII (Pitesity), 2015.6.6
  • 音声から病気の早期発見を可能にする技術 音声病態分析, 光吉俊二, 電子情報通信学会2015年総合大会(滋賀)2015.3.12 防衛医学研究の過去・現在・未来, 徳野慎一, 第60回 防衛衛生学会(東京)2015.2.6
  • STRESS EVALUATION BY VOICE: a novel stress evaluation technology, S. Tokuno, S. Mitsuyoshi, G. Suzuki, G. Tsumatori, 9th International Conference on Early Psychosis (Tokyo), 2014.11.17-19
  • S. Tokuno et.al, STRESS EVALUATION USING VOICE EMOTION RECOGNITION TECHNOLOGY: a novel stress evaluation technology for disaster, XVI World Congress of Psychiatry (Madrid) 2014.9.18.
  • 徳野慎一 他,音声感情認識によるストレス強度判定.第110回日本精神神経学会学術総会(横浜)2014.6.26.
  • 徳野慎一 他,音声感情認識技術によるストレスレジリエンスプログラムの効果判定.第59回防衛衛生学会(東京)2014.2.26.
  • S. Tokuno et.al, Usage of Emotion Recognition in Stress Resilience Program. 40th ICMM World Congress on Military Medicine (Saudi Arabia) 2013.12.7-12.
  • Shunji Mitsuyoshi, Yasuto Tanaka: Identifying Neural Components of Emotion in Free Conversation with fMRI. (6,271KB) 2011 DSR/IEEE Defence, Science & Research (DSR 2011) Conference , 2011.
  • Shinichi Tokuno, Gentaro Tsumatori, Satoshi Shono, Eriko Takei, Taisuke Yamamoto,Go Suzuki, Shunji Mitsuyoshi, Makoto Shimura. 2010. Usage of Emotion Recognition in Military Health Care. (757KB)2011 DSR/IEEE Defence, Science & Research (DSR 2011) Conference , 2011.
  • Makoto Shimura, Fumiaki Monma, Shunji Mitsuyoshi, Masaki Shuzo, Taishi Yamamoto, Ichiro Yamada. 2010. Descriptive analysis of emotion and feeling in voice. the 2010 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLPKE 2010), Aug. 21-23.
  • 酒造正樹, 山本泰史, 志村誠, 門間史晃, 光吉俊二, 山田 一郎. 2010. 情動・感情判別のための自然発話音声データベースの構築. DICOMO2010, July 7- 9: pp 602- pp 609.
  • Yasuto Tanaka, Shunji Mitsuyoshi, Koichi Shibasaki, Makoto Kato, and Tetsuto Minami. 2007. Correlation between human brain activities and the autonomic nervous system elicited by emotional video movies. Neuroscience 2007, Sep. 11.
  • Shunji Mitsuyoshi, Fuji Ren, and Yasuto Tanaka. 2007. Brain-emotion communication research. The institute of electronics, Information and Communication Engineers National Athletic Meeting.
  • Shunji Mitsuyoshi, Yasuto Tanaka, Koichi Shibasaki, Makoto Kato, Tetsuto Minami, and T. Murata: Emotion voice analysis system connected to the human brain. the 2007 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLPKE¨07), Aug. 30- Sep. 1: pp 479- pp 484.
  • Shunji Mitsuyoshi and Fuji Ren. 2005. Language-independent computer emotion recognition. Artificial intelligence and soft computing 2005, Sep. 12- 14: pp 417 - pp 422.
  • Shunji Mitsuyoshi, Fuji Ren, Gay Lin and Jouichi R Ogawa. 2003. Pragmatic approach in natural language understanding. IEEE International Conference on Natural Language Processing and Knowledge Engineering, Oct. 26- 29.
  • Shunji Mitsuyoshi and Fuji Ren. 2003. The Sensibility nference function by psycho-quantum computer, IEEE international conference on systems, man and cybernetics, Oct. 5- 8.
  • Shunji Mitsuyoshi and Fuji Ren. 2002. Sentience system computer: principles and practices. IEEE international conference on systems, man and cybernetics, Oct. 6- 9.
  • Shunji Mitsuyoshi. 1997. The challenge of polymer concrete for formative art. Proceeding of the second East Asia symposium on polymers in concrete, May 11- 13.

学会発表(査読なし)

  • 山本泰史, ロペズギヨーム, 酒造正樹, ドロネージャンジャック, 山田一郎, 門間史晃, 光吉俊二. 2010. 自然発話音声を用いた快・不快判別アルゴリズムの提案. 情報処理学会創立50周年記念全国大会(第72回全国大会), 東京大学 本郷キャンパス, 文京区, March 9-11.
  • 田中靖人, 光吉俊二, 柴崎晃一. 2007. 心拍と脳の相関関係. 電子情報通信学会BC 研究会報, 2007年総合大会, pp 52- pp 62.
  • 光吉俊二, 田中靖人, 柴崎晃一, 任福継, 黒岩眞吾. 2007. 韻律情報に基づく自然感情の認識システムによる脳情動研究. 電子情報通信学会BC研究会報, 2007年総合大会, pp 33- pp 43.
  • 田中靖人, 村田勉, 南哲人, 加藤誠, 光吉俊二, 柴崎晃一. 2007. 脳情動通信. 電子情報通信学会2007年大会.
  • 田中靖人, 光吉俊二, 柴崎晃一, 加藤誠, 南哲人, 村田勉. 2007. ビデオによる自律神経と脳活動の相関評価. 第30回日本神経科学大会.
  • Shunji Mitsuyoshi. 2002. The ideal computer: understanding and creating the emotion and sensitivity. Proceedings of China-Japan joint symposium  on science and technology in the 21st Century.

著書

  • ケア専門職のためのSTOP! 介護離職 (未病を改善! のばそう健康寿命) 2018. PILAR PRESS p28-p36
  • ナースにとってのストレスチェックの最新技術, 徳野慎一, 月刊ナーシング, 35(9): 2015
  • 進化するヒトと機械の音声コミュニケーション (第2編 第4章 感情の認識 ~音声による感情と病態の分析(「音声病態分析学」からの視点)~),光吉俊二,株式会社エヌ・ティー・エス,2015
  • 福田収一(監修) 光吉俊二他(著). 2008. 感覚・感情とロボット. 工業調査会(日本機械学会編集): pp. 275-308. (1703KB)
  • パートナーロボット資料集成. 2005. エヌ・ティー・エス: pp395-443.
  • 光吉俊二. 2002. STがITを超える. 日経BP企画出版.

共同研究

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