计算机科学

计算机科学 ›› 2021, Vol. 48 ›› Issue (1): 119-124.doi: 10.11896/jsjkx.191100217

• 数据库&大数据&数据科学 • 上一篇    下一篇

数据产品流通的两阶段授权模式

叶雅珍1,2,3, 刘国华1, 朱扬勇2,3   

  1. 1 东华大学计算机科学与技术学院 上海 201620
    2 复旦大学计算机科学技术学院 上海 201203
    3 上海市数据科学重点实验室 上海 201203
  • 收稿日期:2019-11-29 修回日期:2020-05-20 出版日期:2021-01-15 发布日期:2021-01-15
  • 通讯作者: 朱扬勇(yyzhu@fudan.edu.cn)
  • 作者简介:yeyazhen@fudan.edu.cn
  • 基金资助:
    国家自然科学基金项目(U1636207);上海市科技发展基金(19511121204)

Two-step Authorization Pattern of Data Product Circulation

YE Ya-zhen1,2,3, LIU Guo-hua1, ZHU Yang-yong2,3   

  1. 1 School of Computer Science and Technology,Donghua University,Shanghai 201620,China
    2 School of Computer Science,Fudan University,Shanghai 201203,China
    3 Shanghai Key Lab of Data Science,Shanghai 201203,China
  • Received:2019-11-29 Revised:2020-05-20 Online:2021-01-15 Published:2021-01-15
  • About author:YE Ya-zhen,born in 1985,assistant researcher,Ph.D candidates,is a member of China Computer Federation.Her main research interests include datascien-ce,big data,data asset,etc.
    ZHU Yang-yong,born in 1963,Ph.D,professor,Ph.D supervisor,is a senior member of China Computer Federation.His main research interests include data science,big data,etc.
  • Supported by:
    National Natural Science Foundation of China(U1636207) and Shanghai Science and Technology Development Fund(19511121204).

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摘要： 数据产品是电子化的非实物产品,可以几乎无成本地无限复制和传播,这给数据产品运营体系的设计带来了挑战。当前,数据产品主要通过一个运营平台到达终端消费者,其授权机制及相应的定价规则等关键难题仍未得到有效解决。基于数据产品的可共享性和易复制性,提出数据产品流通的本质是一种授权,使得数据产品的定价是一种授权定价,进而提出了数据产品授权原则和定价机制等,给出了数据产品的一种“两阶段授权模式”,并设计了相应的数据产品运营平台体系结构。

关键词: 数据产品, 两阶段授权, 数字经济, 大数据

Abstract: A data product is an electronified non-material product that can be replicated and transferred with almost zero cost,this feature poses a challenge to the design of the production system of data product.At present,data products reach consumers mainly through supporting platforms.At the same time,critical issues such as the final shape,authorization mechanism and corres-ponding pricing methods of data products have not been effectively addressed.In this paper,based on the shareability and easy to copy of data product,it is concluded that the nature of data product circulation is a series of authorization process.Therefore,data product pricing is a form of authorization pricing.This article proposes principles of data product authorization and its pricing mechanism,a two-step authorization pattern of data product circulation,as well as corresponding structure of data product operation platform.

Key words: Data product, Two-step authorization, Digital economy, Big data

中图分类号: 

  • TP311
[1] 中华人民共和国国家版权局.2019年中国版权十件大事[DB/OL].[2020-03-02].http://www.ncac.gov.cn/chinacopyright/contents/518/412947.html.
[2] PEITZ M,WAELBROECK P.An economist's guide to digital music[J].CESifo Economic Studies,2005,51(2/3):359-428.
[3] AGUIAR L,MARTENS B.Digital music consumption on the internet:evidence from clickstream data[J].Information Economics and Policy,2016,34:27-43.
[4] KRIKKE J.Streaming video transforms the media industry[J].IEEE Computer Graphics and Applications,2004,24(4):6-12.
[5] TAN Y,CARRILLO J E.Strategic analysis of the agency model for digital goods[J].Production and Operations Management,2017,26(4):724-741.
[6] BELK R W.Extended self in a digital world[J].Journal of Con-sumer Research,2013,40(3):477-500.
[7] VACCARO V L,COHN D Y.The evolution of business models and marketing strategies in the music industry[J].International Journal on Media Management,2004,6(1/2):46-58.
[8] BOCKSTEDT J,KAUFFMAN R J,RIGGINS F J.The move to artist-led online music distribution:Explaining structural changes in the digital music market[C]//Proceedings of the 38th Annual Hawaii International Conference on System Sciences.IEEE,2005.
[9] MORRIS J W,POWERS D.Control,curation and musical experience in streaming music services[J].Creative Industries Journal,2015,8(2):106-122.
[10] DOERR J,BENLIAN A,VETTER J,et al.Pricing of contentservices-an empirical investigation of music as a service[C]//SIGeBIZ track of the Americas Conference on Information Systems.Berlin:Springer,2010:13-24.
[11] BALAZINSKA M,HOWE B,KOUTRIS P,et al.A discussion on pricing relational data[M]//Search of Elegance in the Theory and Practice of Computation.Berlin:Springer,2013:167-173.
[12] 中国信息通信研究院.中国数字经济发展与就业白皮书(2018年)[R].北京:中国信息通信研究院,2018.
[13] CHOI S Y,STAHL D O,WHINSTON A B.The economics of electronic commerce[M].Indianapolis:Macmillan Technical Publ.,1997:60-64.
[14] WALDFOGEL J.Music file sharing and sales displacement inthe iTunes era[J].Information Economics and Policy,2010,22(4):306-314.
[15] GAROFALO R.From music publishing to MP3:Music and industry in the twentieth century[J].American Music,1999,17(3):318-354.
[16] Spotify Technology S.A.ABOUT SPOTIFY[DB/OL].[2019-09-09].https://newsroom.spotify.com/company-info/.
[17] SINCLAIR G,TINSON J.Psychological ownership and music streaming consumption[J].Journal of Business Research,2017,71:1-9.
[18] WAGNER T M,BENLIAN A,HESS T.Converting freemium customers from free to premium－the role of the perceived premium fit in the case of music as a service[J].Electronic Markets,2014,24(4):259-268.
[19] Netflix.Netflix [DB/OL].[2019-09-09].https://www.netflix.com/.
[20] Wayne M L.Netflix,Amazon,and branded television content in subscription video on-demand portals[J].Media,Culture & Society,2018,40(5):725-741.
[21] Getty Images,Inc.Getty Images [DB/OL].[2019-09-09].http://press.gettyimages.com/about-us/getty-images/.
[22] Kindle Store[DB/OL].[2019-09-09].https://www.amazon.com/Kindle-Store/b?ie=UTF8&node=133140011&nocache=1567751607714.
[23] Wattpad Corp.wattpadabout [DB/OL].[2019-09-09].http://company.wattpad.com/.
[24] SHAPIRO C,VARIAN H R.Information rules:a strategicguide to the network economy[M].Boston:Harvard Business School Press,1999:20-23.
[25] SERINGHAUS M.E-book transactions:Amazon “Kindles” the copy ownership debate[J].Yale Journal of Law and Technology,2010,12(1):147-207.
[26] BALAZINSKA M,HOWE B,SUCIU D.Data Markets in theCloud:An Opportunity for the Database Community[J].Proceedings of the VLDB Endowment,2011,4(12):1482-1485.
[27] YU H,ZHANG M.Data pricing strategy based on data quality[J].Computers & Industrial Engineering,2017,112:1-10.
[28] DOLATA U.The music industry and the internet:a decade of disruptive and uncontrolled sectoral change[R].Stuttgarter Beiträge zur Organisations-und Innovationsforschung,SOI Discussion Paper,2011.
[29] ARDITI D.iTunes:Breaking barriers and building walls[J].Popular Music and Society,2014,37(4):408-424.
[30] 朱扬勇.大数据资源[M].上海:上海科学技术出版社,2018:9-10.
[31] 朱扬勇.旖旎数据[M].上海:上海科学技术出版社,2018:126-129.
[32] Amazon Inc.or its affiliates.amazon publishing[DB/OL].[2019-09-12].https://amazonpublishing.amazon.com/.
[33] Amazon Inc.or its affiliates.Kindle电子书供应商合作须知[DB/OL].[2019-09-12].https://www.amazon.cn/gp/help/customer/display.html?nodeId=201252790.
[34] Google LLC.Books Help.Publisher Program Policies for Google Play Books [DB/OL].https://support.google.com/books/partner/answer/166501?hl=zh-Hans.
[35] Wattpad Corp.CopyrightFAQ [DB/OL].[2019-09-12].https://support.wattpad.com/hc/en-us/articles/216192503-Copyright-FAQ.
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