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題名 非個人數據與數據共享之研究
Research on Non-personal Data and Data Sharing
作者 許威廉
Hsu, William
貢獻者 馮震宇
Fong, Jerry G.
許威廉
Hsu, William
關鍵詞 非個人數據
數據政策
數據治理
數據權
數據共享
大數據
Non-Personal Data
Data Policy
Data Governance
Data Rights
Data Sharing
Big Data
日期 2021
上傳時間 4-Aug-2021 16:26:06 (UTC+8)
摘要 數據是組織的資產。數據驅動的創新和決策正逐漸成為提高效率並且新興事業的最有效手段。隨著 5G 電信技術的實施,IoT(物聯網)設備將即時數據傳輸到聚合數據之單位,使數據對組織或個人更有價值。然而,由於歐盟《一般數據保護條例》(下稱 GDPR) 的適用範圍廣泛,全球立法僅關注個人數據議題以符合嚴格的歐盟規範,從而使非個人數據領域存在灰色地帶。
由於僅有少數組織能夠單獨為價值開發積累足夠的數據,因此大多數公司必須共享各自的數據以達綜效。然而,當前的智慧財產權制度僅對數據給予有限的保護。建立新的數據智慧財產權是在數據經濟中鞏固數據權利的一種手段。為了在數據經濟中取得先機,歐盟正在完成有關數據經濟和數據治理的所有領域的立法。此外,ALI(美國法學協會)和ELI(歐洲法學協會)目前正在起草數位經濟中數據共享以及數據交易之相關指引。日本對於數位經濟之數據治理方法對歐盟的限制相對較少,並且在不正競爭防止法中新增針對在數據共享環境中非法濫用或非法取得數據之侵權樣態提供民事補救措施。
隨著非個人數據、數據共享和數據治理成為全球關注的問題,台灣也應該關注相關領域之議題。本文旨在討論非個人數據的當前發展,整合主要經濟體對於非個人數據以及數據共享之已實施或研擬中之法律,以研究台灣法律以及規範應如何為數位經濟做好準備,並為企業提供數據治理方面之建議。
Data is an asset to organizations. Data-driven innovation and decision-making are gradually becoming the most effective means to improve efficacy and nurture new businesses. With the implementation of 5G telecommunication technology, IoT (Internet of things) devices transmits
real-time data to aggregators, making data even more valuable for organizations or individuals. However, due to the broad scope of application of the EU’s General Data Protection Regulation (GDPR), legislations worldwide focus on personal data alone to comply with the rigorous EU
regulation, leaving the realm of non-personal data with a plethora of unchecked issues.
With only a few organizations able to amass enough data for value exploitation alone, most corporations must share respective data to achieve synergy. Yet, the current Intellectual Property (IP) regime awards limited protection on data. Establishing a novel IP right for data is a means to solidify data rights in the digital economy. The European Union is completing its legislation in all sectors regarding data economy and data governance. In addition, ALI (American Law Institute) and ELI (European Law Institute) are currently drafting contract guidelines for data sharing in the digital economy. Japan’s approach towards data governance is comparatively less restrictive to the EU and only grant civil remedies of illegal misuse or ascertainment of data in a data-sharing environment.
As non-personal data, data sharing, and data governance becoming issues noticed worldwide, Taiwan (R.O.C) should also initiate its discussion on such topics. This paper aims to discuss current developments of non-personal data, compile the proposed or implemented laws in major economies to examine how Taiwan’s laws should equip itself for the digital economy, and provide general advice for corporations on data governance in data sharing environments.
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Towards trusted data sharing: guidance and case studies, ROYAL ACADEMY OF ENGINEERING, https://cdn.instantmagazine.com/upload/12506/data_sharing_case_studies.865bfc89987b.pdf
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WIPO Technology Trends 2019: Artificial Intelligence, WIPO, https://www.wipo.int/edocs/pubdocs/en/wipo_pub_1055.pdf
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三、日文文獻
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SHIPDC,Society 5.0の実例となる船舶運航データの異業種連携の開始 ~船舶運航データを漁海況の予測に活用~,2021年4月30日,https://www.shipdatacenter.com/notice/news/20210430.html
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描述 碩士
國立政治大學
科技管理與智慧財產研究所
107364211
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0107364211
資料類型 thesis
dc.contributor.advisor 馮震宇zh_TW
dc.contributor.advisor Fong, Jerry G.en_US
dc.contributor.author (Authors) 許威廉zh_TW
dc.contributor.author (Authors) Hsu, Williamen_US
dc.creator (作者) 許威廉zh_TW
dc.creator (作者) Hsu, Williamen_US
dc.date (日期) 2021en_US
dc.date.accessioned 4-Aug-2021 16:26:06 (UTC+8)-
dc.date.available 4-Aug-2021 16:26:06 (UTC+8)-
dc.date.issued (上傳時間) 4-Aug-2021 16:26:06 (UTC+8)-
dc.identifier (Other Identifiers) G0107364211en_US
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/136681-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 科技管理與智慧財產研究所zh_TW
dc.description (描述) 107364211zh_TW
dc.description.abstract (摘要) 數據是組織的資產。數據驅動的創新和決策正逐漸成為提高效率並且新興事業的最有效手段。隨著 5G 電信技術的實施,IoT(物聯網)設備將即時數據傳輸到聚合數據之單位,使數據對組織或個人更有價值。然而,由於歐盟《一般數據保護條例》(下稱 GDPR) 的適用範圍廣泛,全球立法僅關注個人數據議題以符合嚴格的歐盟規範,從而使非個人數據領域存在灰色地帶。
由於僅有少數組織能夠單獨為價值開發積累足夠的數據,因此大多數公司必須共享各自的數據以達綜效。然而,當前的智慧財產權制度僅對數據給予有限的保護。建立新的數據智慧財產權是在數據經濟中鞏固數據權利的一種手段。為了在數據經濟中取得先機,歐盟正在完成有關數據經濟和數據治理的所有領域的立法。此外,ALI(美國法學協會)和ELI(歐洲法學協會)目前正在起草數位經濟中數據共享以及數據交易之相關指引。日本對於數位經濟之數據治理方法對歐盟的限制相對較少,並且在不正競爭防止法中新增針對在數據共享環境中非法濫用或非法取得數據之侵權樣態提供民事補救措施。
隨著非個人數據、數據共享和數據治理成為全球關注的問題,台灣也應該關注相關領域之議題。本文旨在討論非個人數據的當前發展,整合主要經濟體對於非個人數據以及數據共享之已實施或研擬中之法律,以研究台灣法律以及規範應如何為數位經濟做好準備,並為企業提供數據治理方面之建議。
zh_TW
dc.description.abstract (摘要) Data is an asset to organizations. Data-driven innovation and decision-making are gradually becoming the most effective means to improve efficacy and nurture new businesses. With the implementation of 5G telecommunication technology, IoT (Internet of things) devices transmits
real-time data to aggregators, making data even more valuable for organizations or individuals. However, due to the broad scope of application of the EU’s General Data Protection Regulation (GDPR), legislations worldwide focus on personal data alone to comply with the rigorous EU
regulation, leaving the realm of non-personal data with a plethora of unchecked issues.
With only a few organizations able to amass enough data for value exploitation alone, most corporations must share respective data to achieve synergy. Yet, the current Intellectual Property (IP) regime awards limited protection on data. Establishing a novel IP right for data is a means to solidify data rights in the digital economy. The European Union is completing its legislation in all sectors regarding data economy and data governance. In addition, ALI (American Law Institute) and ELI (European Law Institute) are currently drafting contract guidelines for data sharing in the digital economy. Japan’s approach towards data governance is comparatively less restrictive to the EU and only grant civil remedies of illegal misuse or ascertainment of data in a data-sharing environment.
As non-personal data, data sharing, and data governance becoming issues noticed worldwide, Taiwan (R.O.C) should also initiate its discussion on such topics. This paper aims to discuss current developments of non-personal data, compile the proposed or implemented laws in major economies to examine how Taiwan’s laws should equip itself for the digital economy, and provide general advice for corporations on data governance in data sharing environments.
en_US
dc.description.tableofcontents 第一章 緒論 1
第一節 研究動機 1
第一項 數據對未來經濟活動之重要性 1
第二項 非個人數據之意義與發展趨勢 2
第三項 非個人數據之問題與挑戰 5
第二節 研究方法及限制 6
第三節 研究架構 7
第二章 數據共享之現況與發展 8
第一節 數據共享之現況 8
第一項 數據即服務DaaS (Data as a Service) 8
第二項 數據平台 10
第二節 數據共享型態之發展 12
第三節 小結 13
第三章 世界各國對數據的態度與政策 14
第一節 美國對數據的態度與政策 14
第一項 數據政策討論起源 14
第二項 數據專法 15
第三項 著作權層次 15
第四項 營業秘密層次 17
第五項 現行制度以及建議參酌方向 18
第六項 小結 19
第二節 歐盟對數據的態度與政策 19
第一項 單一數位市場 20
第二項 歐盟內非個人數據自由流通之規範 23
第三項 數據監理法(草案) 27
第四項 歐洲數位經濟中共享私部門數據之指引 32
第三節 其他國家、國際組織、以及民間組織之發展 34
第一項 中國大陸 35
第二項 印度 40
第三項 世界智慧財產權組織 43
第四項 Copyleft 44
第四節 小結 45
第四章 ALI- ELI 數位經濟原則 47
第一節 前言 47
第二節 數據合約管轄之規則及原則 52
第一項 合約之約定以及適用法律 52
第二項 救濟方式 53
第三節 數據分享或提供之合約 54
第一項 數據轉移合約 54
第二項 數據存取合約 57
第三項 利用數據來源合約 59
第四項 授權存取合約 60
第四節 數據權益之管轄規則及原則 62
第一項 數據權益 62
第二項 數據權益之適用 64
第五節 關於共創數據之數據權益 65
第一項 共創數據定義 65
第二項 判定共創數據權益之主要因素 66
第三項 共創數據之存取與攜帶 67
第四項 拒絕使用共創數據 68
第五項 共創數據更正 69
第六項 經濟分潤 70
第五章 日本「限定提供データ」對共創數據之保護 71
第一節 日本社會5.0 71
第二節 2019年不正競爭防止法修正(限定提供數據) 73
第一項 前言 73
第二項 限定提供數據保護要件 74
第三項 侵害限定提供數據之種類 78
第四項 侵害限定提供數據之救濟 82
第三節 關於利用AI‧數據之合約指引-數據篇 84
第一項 前言 84
第二項 數據提供型 87
第三項 數據創造型 90
第四項 數據共用型 93
第四項 小結 101
第六章 我國現行法對數據之利用及保護 104
第一節 我國對數據之利用及保護現狀 104
第一項 整體發展 104
第二項 資料經濟生態系推動計畫 105
第二節 對非個人數據之保護 107
第一項 營業秘密法 107
第二項 妨害電腦使用罪 108
第三項 資通安全管理法 108
第三節 小結 110
第七章 結論與建議 112
第一節 政府應制定非個人數據之相關法制 112
第一項 非個人數據監理法規 112
第二項 數據流通規範 113
第三項 數據契約指引 114
第四項 數據共享之救濟管道 114
第五項 小結 115
第二節 企業因應數據共享的智財保護 116
第一項 開放或封閉 116
第二項 建構數據共享平台 117
參考文獻 118
zh_TW
dc.format.extent 2296955 bytes-
dc.format.mimetype application/pdf-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0107364211en_US
dc.subject (關鍵詞) 非個人數據zh_TW
dc.subject (關鍵詞) 數據政策zh_TW
dc.subject (關鍵詞) 數據治理zh_TW
dc.subject (關鍵詞) 數據權zh_TW
dc.subject (關鍵詞) 數據共享zh_TW
dc.subject (關鍵詞) 大數據zh_TW
dc.subject (關鍵詞) Non-Personal Dataen_US
dc.subject (關鍵詞) Data Policyen_US
dc.subject (關鍵詞) Data Governanceen_US
dc.subject (關鍵詞) Data Rightsen_US
dc.subject (關鍵詞) Data Sharingen_US
dc.subject (關鍵詞) Big Dataen_US
dc.title (題名) 非個人數據與數據共享之研究zh_TW
dc.title (題名) Research on Non-personal Data and Data Sharingen_US
dc.type (資料類型) thesisen_US
dc.relation.reference (參考文獻) 一、中文文獻
期刊資料
蔡志宏、林劍秋,AI+5G:數位成長催化劑,國土及公共治理季刊,第八卷第四期,2020年12月。

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金融科技發展路徑圖,金融監督管理委員會,2020年8月27日,https://www.fsc.gov.tw/websitedowndoc?file=chfsc/202012241230420.pdf&filedisplay=1090827%E7%B0%A1%E5%A0%B1-%E9%87%91%E8%9E%8D%E7%A7%91%E6%8A%80%E7%99%BC%E5%B1%95%E8%B7%AF%E5%BE%91%E5%9C%96.pdf
建構零售暨服務業數據共享創新服務計畫-經濟部(核定本),中華民國經濟部,2020年9月,https://www.ey.gov.tw/File/928273ABFF0C0F1F
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馬雲︰未來屬於「新製造」 90%製造業將在互聯網上,阿里足跡,2018/8/23,https://www.alibabanews.com/mayun-weilaishuyuxinzhizao-90zhizaoyejiangzaihulianwangshang/
國家互聯網信息辦公室關於《汽車數據安全管理若干規定(徵求意見稿)》公開徵求意見的通知,中華人民共和國中央人民政府,2021年5月12日,http://www.gov.cn/xinwen/2021-05/12/content_5606075.htm
產業創新-智慧機械,行政院,https://www.ey.gov.tw/achievement/E922CA92C2BAE4E
馮震宇,美祭DTSA金牌台企牽連中箭,能力雜誌,779號,頁99,2021年1月。
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廖和明,數位轉型三大模式,共構金融生態圈,https://www.fisc.com.tw/Upload/ec11fae2-91f9-405f-8ded-24949edfb833/TC/9908.pdf
劉美恩、鄒淑雯,政府與企業共同健全數據環境 台灣數位經濟蓄勢待發,經濟日報,2020年11月26日,https://money.udn.com/money/story/5635/5044848
數位國家.創新經濟發展方案2017年至2020年階段性成果報告,行政院,https://digi.ey.gov.tw/File/44091FADABC02B17
數位國家‧創新經濟發展方案(2017-2025年)(核定本) ,行政院,2017年10月。
簡介,行政院數位國家創新經濟推動小組,2018年2月22日,https://digi.ey.gov.tw/Page/A1701D7654C6B83C
關於資料服務平台,民生公共物聯網資料服務平台,https://ci.taiwan.gov.tw/dsp/about.aspx
《深圳经济特区数据条例(征求意见稿)》公众意见汇总表,深圳市司法局,2020年8月,http://sf.sz.gov.cn/hdjlpt/yjzj/api/attachments/view/52127ecd5dcd1cc76493cde1c73a63c9
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YouTube,20210325行政院會後記者會(第3744次會議),行政院,2021年3月25日,https://www.youtube.com/watch?v=pLMi0PQGCCE

二、英文文獻
書籍
Henry William Chesbrough, Open innovation: the new imperative for creating and profiting from technology (2003).

網路來源資料
A Digital Single Market Strategy for Europe-Analysis and Evidence, COM(2015) 192 final (Jun 5, 2015)
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ALBERTO JAVIER TAPIA HERMIDA, The Second Payment Services Directive, Financial Stability Review, Issue 36. Banco De ESPAÑA, https://www.bde.es/f/webbde/GAP/Secciones/Publicaciones/InformesBoletinesRevistas/RevistaEstabilidadFinanciera/18/NOVIEMBRE/The_second_Payment_Services_Directive.pdf
ALI-ELI PRINCIPLES FOR A DATA ECONOMY-DATA RIGHTS AND TRANSACTIONS- Tentative Draft No. 1(22 May 2020)
Amended Patent Act and Trade Secret Act to Provide Stronger Protection of Right Holders, KIM & CHANG, Aug. 6, 2019, https://www.kimchang.com/en/insights/detail.kc?sch_section=4&idx=19926
Astha Kapoor Data for development: Revisiting the non-personal data governance framework, OBSERVER RESEARCH FOUNDATION (Dec. 30, 2020), https://www.orfonline.org/expert-speak/data-development-revisiting-non-personal-data-governance-framework/
BERTIN MARTENS ET AL. BUSINESS-TO-BUSINESS DATA SHARING: AN ECONOMIC AND LEGAL ANALYSIS (EUROPEAN COMMISSION JRC Digital Economy Working Paper 2020-05), https://ec.europa.eu/jrc/sites/jrcsh/files/jrc121336.pdf
COMMENTS BY INTEL CORPORATION, INTEL (Jan.10, 2020), https://www.uspto.gov/sites/default/files/documents/Intel-Corp_RFC-84-FR-58141.pdf
COMMENTS OF COMPUTER & COMMUNICATIONS INDUSTRY ASSOCIATION AND INTERNET ASSOCIATION COMPUTER & COMMUNICATIONS INDUSTRY ASSOCIATION (Jan. 10, 2020), https://www.uspto.gov/sites/default/files/documents/Computer%20%26%20Communications%20Industry%20Asso_RFC-84-FR-58141.pdf (Last viewed on 2021/3/15)
COMMENTS OF THE COPYRIGHT ALLIANCE COPYRIGHT ALLIANCE (Jan. 10, 2020), https://www.uspto.gov/sites/default/files/documents/Copyright%20Alliance_RFC-84-FR-58141.pdf
COMMUNICATION FROM THE COMMISSION TO THE EUROPEAN PARLIAMENT, THE COUNCIL, THE EUROPEAN ECONOMIC AND SOCIAL COMMITTEE AND THE COMMITTEE OF THE REGIONS A Digital Single Market Strategy for Europe, COM(2015) 192 final (May. 6, 2015)
COMMUNICATION FROM THE COMMISSION TO THE EUROPEAN PARLIAMENT, THE COUNCIL, THE EUROPEAN ECONOMIC AND SOCIAL COMMITTEE AND THE COMMITTEE OF THE REGIONS A European strategy for data, COM(2020) 66 final (Feb. 19, 2020)
COMMUNICATION FROM THE COMMISSION TO THE EUROPEAN PARLIAMENT AND THE COUNCIL Guidance on the Regulation on a framework for the free flow of non-personal data in the European Union, COM(2019) 250 final (May 29, 2019)
Data and Technology in Skywise, AIRBUS https://skywise.airbus.com/en/data-and-technology.html
Data Free Flow with Trust (DFFT): Paths towards Free and Trusted Data Flows WORLD ECONOMIC FORUM (May 2020), http://www3.weforum.org/docs/WEF_Paths_Towards_Free_and_Trusted_Data%20_Flows_2020.pdf
Data Is The New Oil -- And That`s A Good Thing, FORBES (Nov. 15, 2019, 08:15 AM), https://www.forbes.com/sites/forbestechcouncil/2019/11/15/data-is-the-new-oil-and-thats-a-good-thing/?sh=12aa0a317304
Data policies and legislation – Timeline EUROPEAN COMMISSION (Dec. 18, 2020), https://ec.europa.eu/digital-single-market/en/data-policies-and-legislation-timeline
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Distributed Cloud Infrastructure, ERICSON, 2017, p.9, https://www.ericsson.com/4a1a73/assets/local/digital-services/doc/distributed-cloud_paper.pdf
ELI Secretariat, Principles for a Data Economy, YouTube (Sept. 17, 2020), https://www.youtube.com/watch?v=j43o85CU4WU
Eric Savitz, The New Factors Of Production And the Rise of Data-Driven Applications, FORBES (Oct 31, 2011, 02:14 AM), https://www.forbes.com/sites/ciocentral/2011/10/31/the-new-factors-of-production-and-the-rise-of-data-driven-applications/?sh=55f451fb17da
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European Commission Press Release IP/17/5, Commission outlines next steps towards a European data economy (Jan.10, 2017)
FRANÇOIS CANDELON ET AL., Simple Governance for Data Ecosystems, BCG (Dec. 2, 2020), https://www.bcg.com/publications/2020/simple-governance-rules-for-data-ecosystems
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Industrial platforms and large-scale pilots, European Commission, https://digital-strategy.ec.europa.eu/en/policies/industrial-platforms (last visited on Apr. 23, 2021)
INTELLECTUAL PROPERTY (IP) PROTECTION FOR ARTIFICIAL INTELLIGENCE (AI) INNOVATION, STM (Jan. 10, 2020), https://www.uspto.gov/sites/default/files/documents/International%20Association%20of%20Scientifi_RFC-84-FR-58141.pdf
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Re: AIPLA Comments regarding “Request for Comments on Intellectual Property Protection for Artificial Intelligence Innovation,” 84 Fed. Reg. 58141 (October 30,2019) [Docket No. PTO–C–2019–0038], AMERICAN INTELLECTUAL PROPERTY LAW ASSOCIATION (Jan. 10, 2020), https://www.uspto.gov/sites/default/files/documents/AIPLA_RFC-84-FR-58141.pdf
Re: Comments in Response to USPTO Request for Comments on Intellectual Property Protection for Artificial Intelligence Innovation, ADOBE, https://www.uspto.gov/sites/default/files/documents/Adobe_RFC-84-FR-58141.pdf
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Re: Comments on Intellectual Property Protection for Artificial Intelligence Innovation, INTELLECTUAL PROPERTY OWNERS ASSOCIATION (Jan. 10, 2020), https://www.uspto.gov/sites/default/files/documents/Intellectual%20Property%20Owners%20Associatio_RFC-84-FR-58141.pdf
RE: Docket No. PTO-C-2019-0038, Request for Comments on Intellectual Property Protection for Artificial Intelligence Innovation, GENENTECH (Jan. 10, 2020), https://www.uspto.gov/sites/default/files/documents/Genentech_RFC-84-FR-58141.pdf
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Re: Request for Comments on Intellectual Property Protection for Artificial Intelligence Innovation, GETTY IMAGE (Jan. 10, 2020), https://www.uspto.gov/sites/default/files/documents/GettyImages_RFC-84-FR-58141.pdf
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Request for Comments on Patenting Artificial Intelligence Inventions 84 Fed. Reg. 44,889 (Aug 27, 2019) https://www.govinfo.gov/content/pkg/FR-2019-08-27/pdf/2019-18443.pdf
Response to the public consultation on“A European strategy for data” COM(2020) 66 final, EUROPEAN LAW INSTITUTE, https://www.europeanlawinstitute.eu/fileadmin/user_upload/p_eli/Projects/Data_Economy/ELI_Response_European_Strategy_for_Data.pdf
Rolling Plan 2020, JOINUP, https://joinup.ec.europa.eu/collection/rolling-plan-ict-standardisation/rolling-plan-2020
Smart M2M; IoT LSP use cases and standards gaps, EUROPEAN TELECOMMUNICATIONS STANDARDS INSTITUTE (Oct. 2016), https://www.etsi.org/deliver/etsi_tr/103300_103399/103376/01.01.01_60/tr_103376v010101p.pdf
Smart M2M; IoT Standards landscape and future evolutions, EUROPEAN TELECOMMUNICATIONS STANDARDS INSTITUTE (Oct. 2016), https://www.etsi.org/deliver/etsi_tr/103300_103399/103375/01.01.01_60/tr_103375v010101p.pdf
Steve MacFeely. (2020) In search of the data revolution: Has the official statistics paradigm shifted?. Statistical Journal of the IAOS 36:4 pp.1075-1094
STM SUBMISSION TO UNITED STATES PATENT AND TRADE MARK OFFICE, DEPARTMENT OF COMMERCE REQUEST FOR COMMENTS, 84 FR 58141, pp 58141-58142.
Study on Emerging Issues of Data Ownership, Interoperability, (Re-)Usability, and Access to Data and Liability, EUROPEAN COMMISSION, https://www.wik.org/fileadmin/Studien/2018/EU_Data_ownership_en.pdf
Suppliers using Skywise, AIRBUS, https://skywise.airbus.com/en/products/for-suppliers.html#features
The Current Draft, EUROPEAN LAW INSTITUTE, https://principlesforadataeconomy.org/the-project/the-current-draft/
The Commission`s Guidelines on Vertical Restraints, OJ C 130, 19.05.2010
The Industrial Internet of Things, IEEE SPECTRUM, https://spectrum.ieee.org/telecom/internet/the-industrial-internet-of-things
The Role of Data in AI, GPAI (Nov. 2020), https://gpai.ai/projects/data-governance/role-of-data-in-ai.pdf
The world’s most valuable resource is no longer oil, but data, THE ECONOMIST (May 6, 2017), https://www.economist.com/leaders/2017/05/06/the-worlds-most-valuable-resource-is-no-longer-oil-but-data
Towards trusted data sharing: guidance and case studies, ROYAL ACADEMY OF ENGINEERING, https://cdn.instantmagazine.com/upload/12506/data_sharing_case_studies.865bfc89987b.pdf
U.S. Patent and Trademark Office Request for Comments on Intellectual Property Protection for Artificial Intelligence Innovation Docket No. PTO–C–2019–003 Comments of the Consumer Technology Association, CONSUMER TECHNOLOGY ASSOCIATION (Jan. 10, 2020) , https://www.uspto.gov/sites/default/files/documents/Consumer%20Technology%20Association_RFC-84-FR-58141.pdf
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Volkswagen Industrial Cloud, VOLKSWAGEN, https://www.volkswagenag.com/en/news/stories/2019/03/volkswagen-industrial-cloud.html#
WIPO Technology Trends 2019: Artificial Intelligence, WIPO, https://www.wipo.int/edocs/pubdocs/en/wipo_pub_1055.pdf
Wolfgang Kerber, A new (intellectual) property right for nonpersonal data? An economic analysis, MAGKS Joint Discussion Paper Series in Economics, No. 37-2016, Philipps-University Marburg School of Business and Economics, Marburg, https://www.econstor.eu/bitstream/10419/155649/1/870294326.pdf
WRITTEN COMMENTS OF COPYRIGHT CLEARANCE CENTER, INC. COPYRIGHT CLEARANCE CENTER (Jan. 10, 2020), Jel. 8, https://www.uspto.gov/sites/default/files/documents/Copyright-Clearance-Center_RFC-84-FR-58141.pdf

三、日文文獻
網路資料
HITACHI,「個人データの活用の新しい仕組み「情報銀行」の実現に向けた実証実験を開始」,2018年9月10日,https://www.hitachi.co.jp/New/cnews/month/2018/09/0910.html
SHIPDC,会社概要,https://www.shipdatacenter.com/profile
SHIPDC,IoS-OPコンソーシアム参加企業リスト,2021年5月1日,https://www.shipdatacenter.com/consortium/memberlist
SHIPDC,ステークホルダーの役割,https://www.shipdatacenter.com/ios-op-terms/stakeholder
SHIPDC,新来島サノヤス造船建造のバルクキャリアにおいてIoS-OPをフル活用~造船所から就航中の船舶の性能モニタリングを可能に~,2021年4月27日,https://www.shipdatacenter.com/en/news/20210427
SHIPDC,常石造船がIoS-OPにて実運航データを収集~建造中の新造船の海上試運転からIoS-OPを活用~,2021年5月12日,https://www.shipdatacenter.com/notice/news/20210512.html
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株式会社三菱総合研究所,「国における営業秘密保護制度に関する調査研究報告書」,2014年3月,https://www.meti.go.jp/policy/economy/chizai/chiteki/pdf/H25FYshogaikokuchosa.pdf
経済産業省,「AI・データの利用に関する契約ガイドライン-データ編-」,2018年12月,https://www.meti.go.jp/press/2019/12/20191209001/20191209001-2.pdf
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dc.identifier.doi (DOI) 10.6814/NCCU202100817en_US