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An Empirical Study of the Structure of Behavior in Information Ethics on the Internet : International Comparative Research

Research Project

Project/Area Number 15300080
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報図書館学・人文社会情報学
Research InstitutionThe University of the Air

Principal Investigator

NARA Yumiko  The University of the Air, Faculty of Liberal Arts, Associate Professor, 教養学部, 助教授 (80294180)

Co-Investigator(Kenkyū-buntansha) KASHIWAKURA Yasuo  The University of the Air, Vice-President, 教養学部, 副学長 (30283576)
ISEDA Tetsuji  Nagoya University, Graduate School of Information Science, Associate Professor, 情報科学研究科, 助教授 (80324367)
ITAI Koichiro  University of Miyazaki, Faculty of Medicine, Associate Professor, 医学部, 助教授 (70347053)
中島 尚正  放送大学, 教養学部, 教授 (00011073)
Project Period (FY) 2003 – 2005
Project Status Completed (Fiscal Year 2005)
Budget Amount *help
¥16,400,000 (Direct Cost: ¥16,400,000)
Fiscal Year 2005: ¥1,900,000 (Direct Cost: ¥1,900,000)
Fiscal Year 2004: ¥10,900,000 (Direct Cost: ¥10,900,000)
Fiscal Year 2003: ¥3,600,000 (Direct Cost: ¥3,600,000)
Keywordsinformation ethics / everyday life ethics / the Internet / questionnaire survey / international comparative study / individual personality / trust / peculiarity of the Internet space / リスク / 経年変化 / 国際比較 / アンケート調査 / 良心 / 推奨的行為 / インターネット空間の匿名性と不可視性 / 対人関係
Research Abstract

This research aims to make clear the structure of the information ethics behavior on the Internet with survey data. The effects of some variables including the everyday life ethics consciousness and behavior are also examined. Furthermore, the relationship between trust and ethics in the web community is considered, too. This is an empirical study employing questionnaires in Japan, the US and Singapore. Also, this is a follow-up study of information ethics comparing FINE research conducted in 2002 with same questionnaire and same populations in three countries.
The subjects of the survey were male and female Internet users, 20 to 39 years old from all parts of their countries. They were picked randomly from panels composed by survey facilities ([J] NOS list, [US] Greenfield Online list, [S] AC Nielsen list). Surveys were conducted in February 2005 ([J] 2005 Feb7-28, [US] Feb9-20, [S] Feb8-20). The valid sample size was 1175 samples for Japan, 551 for the US, 554 for Singapore. Basic attributes of respondents are as follows ; Gender : female 68.0% and male 32.0% in Japan, 50.6% and 49.4% in US, 48% and 52% in Singapore. Age : average 30.37 years old in Japan, 29.70 years old in the US, 29.30 years old in Singapore.
Main results are as follows ; 1)Moral awareness and behavior in everyday ethics influence information ethics. 2)The content, frequency, form of Internet use and Internet literacy influence awareness and behavior in information ethics. 3)Personality (rationality, egoistic tendency, empathy and conscientiousness) influences awareness and behavior in both everyday and information ethics. 4)Recognition of salient features of the Internet (anonymity, invisibility) influences awareness and behavior in information ethics. 5)Trusters recognize high reciprocity in the web community, and interact with others often. This tendency has correlations with high cooperation to contribute to the Internet.

Report

(4 results)
  • 2005 Annual Research Report   Final Research Report Summary
  • 2004 Annual Research Report
  • 2003 Annual Research Report

Research Products

(61 results)

All 2006 2005 2004 2003 Other

All Journal Article (34 results) Book (21 results) Publications (6 results)

  • [Journal Article] Trust and Information in the Internet Community : A Comparative Study between Japan and USA2005

    • Author(s)
      Yumiko NARA
    • Journal Title

      Proceedings of the 8th Joint Conference on Information Sciences (JCIS 2005)

      Pages: 1770-1773

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Study on Trust as Basis of Chance Discovery : Focusing on the Input and Output of Trust2005

    • Author(s)
      Yumiko NARA
    • Journal Title

      Proceedings of ICML 2005(International Conference on Machine Learning) (ICML 2005)

      Pages: 69-76

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Trust and Information-taking Behavior in the Web Community2005

    • Author(s)
      Yumiko NARA
    • Journal Title

      Proceedings of the 9th International Conference on Knowledge-Based Intelligent Information & Engineering Systems (KES2005) PertIV.(Springer) (KES2005)

      Pages: 839-847

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 生活リスクの認知と対処 : 自助意識および情報志向観点から2005

    • Author(s)
      奈良由美子
    • Journal Title

      社会・経済システム 26

      Pages: 111-117

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Trust and Information in the Internet Community : A Comparative Study between Japan and USA2005

    • Author(s)
      Yumiko NARA
    • Journal Title

      Proceedings of the 8th Joint Conference on Information Science (JCIS 2005)

      Pages: 1770-1773

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Study on Trust as Basis of Chance Discovery : Focusing on the Input and Output of Trust2005

    • Author(s)
      Yumiko NARA
    • Journal Title

      Proceedings of ICML 2005 (International Conference on Machine Learning) (ICML 2005)

      Pages: 69-76

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Trust and Information-taking Behavior in the Web Community2005

    • Author(s)
      Yumiko NARA
    • Journal Title

      Proceedings of the 9th International Conference on Knowledge-Based Intelligent Information & Engineering Systems (KES2005) Part IV, Springer (KES2005)

      Pages: 839-847

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Perception and Coping of Everyday Life Risk : From the View Point of Self-help and Information-taking Tendency2005

    • Author(s)
      Yumiko NARA
    • Journal Title

      Social and economic systems studies 26

      Pages: 111-117

    • NAID

      110006687576

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Trust and Information in the Internet Community : A Comparative Study between Japan and USA2005

    • Author(s)
      Yumiko NARA
    • Journal Title

      Proceedings of the 8th Joint Conference on Information Sciences(JCIS 2005)

      Pages: 1770-1773

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Study on Trust as Basis of Chance Discovery : Focusing on the Input and Output of Trust2005

    • Author(s)
      Yumiko NARA
    • Journal Title

      Proceedings of ICML 2005(International Conference on Machine Learning)

      Pages: 69-76

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Trust and Information-taking Behavior in the Web Community2005

    • Author(s)
      Yumiko NARA
    • Journal Title

      Proceedings of the 9th International Conference on Knowledge-Based Intelligent Information & Engineering Systems(KES2005) PartIV, Springer

      Pages: 839-847

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 生活リスクの認知と対処:自助意識および情報志向観点から2005

    • Author(s)
      奈良由美子
    • Journal Title

      社会・経済システム No.26

      Pages: 111-117

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Risks and Information Ethics on the Internet2004

    • Author(s)
      Yumiko NARA
    • Journal Title

      Risk and insurance Management 35

      Pages: 65-79

    • NAID

      130007989162

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] インターネット空間の倫理と実世界の倫理-推奨的行為を含む倫理行動についての実証研究-2004

    • Author(s)
      奈良由美子
    • Journal Title

      画像電子学会誌 33(3)

      Pages: 370-376

    • NAID

      10013114269

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Knowledge Melting Pot : Emerging Topics based on Scenario Communication on Technological Foresights2004

    • Author(s)
      Yumiko NARA, Yuiko OHSAWA
    • Journal Title

      Proceedings of the 16th European Conference on Artificial Intelligence (ECAI-2004)

      Pages: 114-121

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 「電子医療情報社会」を生き抜くための情報倫理教育とは2004

    • Author(s)
      板井孝一郎
    • Journal Title

      画像電子学会誌 33(3)

      Pages: 377-382

    • NAID

      10013114280

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] バイオメトリクスと社会-倫理-技術依存型「安全・安心」社会はどこへ向かうのか?-2004

    • Author(s)
      板井孝一郎
    • Journal Title

      電子情報通信学会ユビキタスネットワーク社会におけるバイオメトリクスセキュリティ研究会資料集

      Pages: 201-204

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Risks and Information Ethics on the Internet2004

    • Author(s)
      Yumiko NARA
    • Journal Title

      Risk and Insurance Management 35

      Pages: 65-79

    • NAID

      130007989162

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Ethics in the Cyber-space and Real-space : An Empirical Study on the Information Behaviors including Recommended Actions2004

    • Author(s)
      Yumiko NARA
    • Journal Title

      The journal of the Institute of Image Electronics Engineers of Japan 33(3)

      Pages: 370-376

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Knowledge Melting Pot : Emerging Topics based on Scenario Communication on Technological Foresights2004

    • Author(s)
      Yumiko NARA, Yukio OHSAWA
    • Journal Title

      Proceedings of the 16th European Conference on Artificial Intelligence (ECAI-2004)

      Pages: 114-121

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Education of Information Ethics in the Age of Bio-information2004

    • Author(s)
      Koichiro ITAI
    • Journal Title

      The journal of the Institute of Image Electronics Engineers of Japan 33(3)

      Pages: 377-382

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Biometrics and Social-Ethics ; Relying on Technology will reduce Moral Sensitivity2004

    • Author(s)
      Koichiro ITAI
    • Journal Title

      Technical Report of Biometrics Security Group, The Institute of Electronics, Information and Communication Engineers

      Pages: 201-204

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] インターネット空間の倫理と実世界の倫理-推奨的行為を含む倫理行動についての実証研究-2004

    • Author(s)
      奈良由美子
    • Journal Title

      画像電子学会誌 第33巻3号

      Pages: 370-376

    • NAID

      10013114269

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Knowledge Melting Pot : Emerging Topics based on Scenario Communication on Technological Fore-sights2004

    • Author(s)
      Yumiko NARA, Yuiko OHSAWA
    • Journal Title

      Proceedings of the 16th European Conference on Artificial Intelligence (ECAI-2004)

      Pages: 114-121

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Risks and Information Ethics on the Internet2004

    • Author(s)
      Yumiko NARA
    • Journal Title

      Risk and Insurance Management No.35

      Pages: 65-79

    • NAID

      130007989162

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 「電子医療情報社会」を生き抜くための情報倫理教育とは2004

    • Author(s)
      坂井孝壱郎
    • Journal Title

      画像電子学会誌 第33巻3号

      Pages: 377-382

    • Related Report
      2004 Annual Research Report
  • [Journal Article] バイオメトリクスと社会-倫理-技術依存型「安全・安心」社会はどこへ向かうのか?-2004

    • Author(s)
      坂井孝壱郎
    • Journal Title

      電子情報通信学会ユビキタスネットワーク社会におけるバイオメトリクスセキュリティ研究会資料集

      Pages: 201-204

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 実践・専門職倫理学会(APPE)2004年度年次大会報告2004

    • Author(s)
      伊勢田哲治
    • Journal Title

      科学技術倫理研究 vol.2

      Pages: 39-49

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Human Decision Modeling across the Net and Real World by Double Helical Model of Chance Discovery2003

    • Author(s)
      Yukio OHSAWA, Yumiko NARA
    • Journal Title

      Journal of New Generation Computing.(Springer Verlag and Ohmsha) 21(2)

      Pages: 109-121

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Human Decision Modeling across the Net and Real World by Double Helical Model of Chance Discovery2003

    • Author(s)
      Yukio OHSAWA, Yumiko NARA
    • Journal Title

      Journal of New Generation Computing (Springer Verlag and Ohmsha) 21(2)

      Pages: 109-121

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Trust,Ethics and Social Capital on the Internet : Am Empirical Study between Japan,USA and Singapore

    • Author(s)
      Yumiko NARA
    • Journal Title

      Proceedings of the 10th International Conference on Knowledge-Based Intelligent Information & Engineering Systems(KES2006) (KES2006)(印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] インターネットコミュニティにおける信頼の意義と可能性-先行研究の類型化と社会調査データによる考察-

    • Author(s)
      奈良由美子
    • Journal Title

      人工知能学会誌 21(4)(印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Trust, Ethics and Social Capital on the Internet : Am Empirical Study between Japan, USA and Singapore

    • Author(s)
      Yumiko NARA
    • Journal Title

      Proceedings of the 10th International Conference on Knowledge-Based Intelligent Information& Engineering Systems (KES2006) (in print)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] The Significance and Possibility of Trust in the Internet Community : Analysis of social survey data and the peculiarities / patterns of the approach to trust on the Internet

    • Author(s)
      Yumiko NARA
    • Journal Title

      Journal of Japanese Society for Artificial Intelligence 21(4) (in print)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] 生命倫理学と功利主義(伊勢田哲治・樫則章編)2006

    • Author(s)
      伊勢田哲治
    • Total Pages
      264
    • Publisher
      ナカニシヤ出版
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] Bioethics and Utilitarianism (Tetsuji Iseda & Noriaki Katagi editors.)2006

    • Author(s)
      Tetsuji ISEDA
    • Total Pages
      264
    • Publisher
      Nakanishiyasyuppan
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] 生活の動態と経営(「生活と情報」担当,pp.80-94)(奈良由美子, 石川実編著)2005

    • Author(s)
      奈良由美子
    • Total Pages
      262
    • Publisher
      放送大学教育振興会
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] 科学技術倫理を学ぶ人のために(「専門職の倫理と技術者」担当,pp.47-64)2005

    • Author(s)
      伊勢田哲治
    • Total Pages
      292
    • Publisher
      世界思想社
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] 哲学思考トレーニング2005

    • Author(s)
      伊勢田哲治
    • Total Pages
      267
    • Publisher
      ちくま新書
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Annual Research Report 2005 Final Research Report Summary
  • [Book] Dynamics and Management of Everyday Life (Information and Everyday Life)2005

    • Author(s)
      Yumiko NARA
    • Total Pages
      262
    • Publisher
      Hosodaigaku-kyoikushinkokai
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] For Those Who Study Science and Technology Ethics ) (Takahiko Nitta et al. editors.)2005

    • Author(s)
      Tetsuji ISEDA
    • Total Pages
      292
    • Publisher
      Sekaishisousha
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] Training for Philosophical Thinking2005

    • Author(s)
      Tetsuji ISEDA
    • Total Pages
      267
    • Publisher
      Chikumashinsyo
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] 科学技術倫理を学ぶ人のため 第二章「専門職の倫理と技術者」担当、pp.47-642005

    • Author(s)
      伊勢田哲治
    • Total Pages
      292
    • Publisher
      世界思想社
    • Related Report
      2005 Annual Research Report
  • [Book] 生活の動態と経営「生活と情報」2005

    • Author(s)
      奈良由美子, 石川実〔編著〕
    • Total Pages
      262
    • Publisher
      放送大学教育振興会
    • Related Report
      2004 Annual Research Report
  • [Book] 医療情報と生命倫理2005

    • Author(s)
      越智貢, 板井孝壱郎〔編著〕
    • Total Pages
      415
    • Publisher
      太陽出版
    • Related Report
      2004 Annual Research Report
  • [Book] Community in the Digital Age : Philosophy and Practice.("Ethics on the Internet : A Comparative Study of Japan,the United States,and Singapore",pp.161-179)(Andrew Feenberg, Darin Barney.editors.)2004

    • Author(s)
      Yumiko NARA, Tetsuji ISEDA
    • Total Pages
      298
    • Publisher
      Rowman and Littlefield
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] Community in the Digital Age : Philosophy and Practice, Ethics on the Internet : A Comparative Study of Japan, the United States, and Singapore (Andrew Feenberg and Darin Barney editors.)2004

    • Author(s)
      Yumiko NARA, Tetsuji ISEDA
    • Total Pages
      298
    • Publisher
      Rowman and Littlefield
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] Community in the Digital Age : Philosophy and Practice 「Ethics on the Internet : A Comparative Study of Japan, the United States, and Singapore」2004

    • Author(s)
      Yumiko NARA, Tetsuji ISEDA
    • Total Pages
      298
    • Publisher
      Rowman & Littefield, Andrew FEENBERG & Darin BARNEY eds.
    • Related Report
      2004 Annual Research Report
  • [Book] 誇り高い技術者になろう「社会のニーズに配慮する企業と技術者」、「プロフェッションとしての技術業」2004

    • Author(s)
      黒田光太郎, 戸田山和久, 伊勢田哲治〔編著〕
    • Total Pages
      263
    • Publisher
      名古屋大学出版会
    • Related Report
      2004 Annual Research Report
  • [Book] 情報倫理の構築(「インターネット上の倫理行動の構造-性格特性との相関を中心に-」担当。pp.273-312)(水谷雅彦他編著)2003

    • Author(s)
      奈良由美子, 伊勢田哲治
    • Total Pages
      312
    • Publisher
      新世社
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] Chance Discovery : Foundations and Applications.(Yukio Ohsawa, Peter Mcburney.editors.)("Application to Questionnaire Analysis",pp.351-366)2003

    • Author(s)
      Yumiko NARA, Yukio OHSAWA
    • Total Pages
      401
    • Publisher
      Springer Verlag
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] チャンス発見の情報技術(「社会調査における応用」担当,pp.280-297)(大澤幸生編著)2003

    • Author(s)
      奈良由美子, 大澤幸生
    • Total Pages
      354
    • Publisher
      東京電気大学出版局
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] Foundation of Information Ethics (Structure of Information Ethics Behaviors on the Internet : Focusing on the Effects of Personality) (Masahiko Mizutani et al. editors.)2003

    • Author(s)
      Yumiko NARA, Tetsuji ISEDA
    • Total Pages
      312
    • Publisher
      Shinseisya
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] Chance Discovery : Foundations and Applications (Application to questionnaire analysis) (Yukio Ohsawa & Peter McBurney, editors.)2003

    • Author(s)
      Yumiko NARA, Yukio OHSAWA
    • Total Pages
      401
    • Publisher
      Springer Verlag
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] Information Technology of Chance Discovery (Application for social survey) (Yukio Ohsawa editor.)2003

    • Author(s)
      Yumiko NARA, Yukio OHSAWA
    • Total Pages
      354
    • Publisher
      Tokyodaigaku-shuppannkyoku
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Publications] Yumiko Nara: "Risks and Information Ethics on the Internet"危険と管理(日本リスクマネジメント学会). 35(in print).

    • Related Report
      2003 Annual Research Report
  • [Publications] Yukio Ohsawa, Yumiko Nara: "Human Decision Modeling across the Net and Real World by Double Helical Model of Chance Discovery"Journal of New Generation Computing, Springer Verlag and Ohmsha. Vol.21 No.2. (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Yumiko Nara, Tetsuji Iseda: "Ethics on the Internet : A Comparative Study of Japan, the United States, and Singapore, in Andrew Feenberg and Darin Barney, editors. Community_in_the Digital Age : Philosophy and Practice, chapter 9"Rowman and Littlefield(in print).

    • Related Report
      2003 Annual Research Report
  • [Publications] 奈良由美子, 伊勢田哲治: "インターネット上の倫理行動の構造-性格特性との相関を中心に-、水谷雅彦他編著、情報倫理の構築"新世社. 312 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Yumiko Nara, Yukio Ohsawa: "Foundations and Applications, Yukio Ohsawa and Peter McBurney, editors. Chance Discovery"Springer Verlag. 401 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 奈良由美子, 大澤幸生: "社会調査における応用、大澤幸生監修著、チャンス発見の情報技術"東京電気大学出版局. 354 (2003)

    • Related Report
      2003 Annual Research Report

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Published: 2003-03-31   Modified: 2016-04-21  

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