Data and algorithm security in platform economy

Tingyi ZHENG; Liang PANG; Xiaolong JIN

doi:10.11959/j.issn.2096-0271.2022075

您当前的位置：

首页 >

文章列表页 >

Data and algorithm security in platform economy

TOPIC: DIGITAL ECONOMY | 更新时间：2024-06-03

- Data and algorithm security in platform economy
- Big data research Vol. 8, Issue 4, Pages: 56-66(2022)
- 作者机构：
  
  1. 中国科学院计算技术研究所数据智能系统研究中心，北京 100190
  2. 山西能源学院电气与控制工程系，山西晋中 030600
  3. 中国科学院大学计算机科学与技术学院，北京 100049
  4. 中国科学院计算技术研究所中科院网络数据科学与技术重点实验室，北京 100190
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.2096-0271.2022075
  CLC： TP393.0
- Online First：2022-07，
  
  Published：15 July 2022
- 稿件说明：
移动端阅览
Tingyi ZHENG, Liang PANG, Xiaolong JIN. Data and algorithm security in platform economy[J]. Big data research, 2022, 8(4): 56-66.
DOI：

Tingyi ZHENG, Liang PANG, Xiaolong JIN. Data and algorithm security in platform economy[J]. Big data research, 2022, 8(4): 56-66. DOI： 10.11959/j.issn.2096-0271.2022075.

摘要

人工智能、大数据技术正快速推动着平台经济的发展。互联网平台在以“数据+算法”双轮机制为用户提供个性化、精准化信息服务的同时，也因平台的“生态垄断”、算法的应用不规范等行为对国家网络安全、市场公平竞争和用户合法利益等造成了威胁，给政府监管和平台治理带来了严峻挑战。在此背景下，探讨了平台经济中数据和算法安全的内涵、外延和研究现状，梳理了在保障安全的前提下影响平台创新发展的关键问题，并从体系架构构建、监管体系完善、核心技术突破、平台模式创新4个方面给出了促进平台经济生态创新发展的建议。

Abstract

Artificial intelligence

big data

and other technologies are rapidly promoting the development of the platform economy.While Internet platforms use the two-wheel mechanism of “data + algorithm” to provide users with accurate and personalized information services

they also have fair competition for national network security and market due to the platform’s “ecological monopoly” and irregular application of algorithms.The legitimate interests of users pose a threat and bring serious challenges to government supervision and platform governance.Under this background

the connotation

extension

and research status of data and algorithm security in the platform economy were discussed

and the technical system and key technical problems that promote the innovation and development of the platform under the premise of ensuring security were sorted out

and the promotion suggestions for ecological innovation and development of the platform economy from four aspects were given: architecture construction

perfection of supervison systems

breakthrough of core technology

and platform model innovation.

关键词

Keywords

references

陈兵 , 林思宇 . “数据+算法”双轮驱动下互联网平台生态型垄断的规制 [J ] . 知识产权 , 2021 , 31 ( 8 ): 43 - 64 .

CHEN B , LIN S Y . On regulating the Internet platform ecological monopoly driven jointly by data and algorithm [J ] . Intellectual Property , 2021 , 31 ( 8 ): 43 - 64 .

王世强 . 平台化、平台反垄断与我国数字经济 [J ] . 经济学家 , 2022 ( 3 ): 88 - 98 .

WANG S Q . Platformization,platform antitrust and China’s digital economy [J ] . Economist , 2022 ( 3 ): 88 - 98 .

陈兵 , 胡珍 . 规范数据与算法促进平台经济健康发展:《“新经济、新技术与新媒体”融合治理》研讨会综述 [J ] . 中国价格监管与反垄断 , 2021 ( 5 ): 26 - 29 .

CHEN B , HU Z . Standardizing data and algorithms to promote the healthy development of the platform economy:a review of the seminar on “new economy,new technologies and new media” integrated governance [J ] . Price Supervision and Anti-Monopoly in China , 2021 ( 5 ): 26 - 29 .

LIU J M , ZHAO H Q , LIU C , et al . Privacy data security policy of medical cloud platform based on lightweight algorithm model [J ] . Scientific Programming , 2021 :5543714.

SHEN Y . Data governance in China’s platform economy [J ] . China Economic Journal , 2022 , 15 ( 2 ): 202 - 215 .

程增雯 . 平台经济领域自治算法滥用与反垄断规制 [J ] . 南方金融 , 2021 ( 10 ): 87 - 96 .

CHENG Z W . Autonomous algorithm abuse and antitrust regulation in the field of platform economy [J ] . South China Finance , 2021 ( 10 ): 87 - 96 .

LIU Y , JIN Y , LIU Q . Big data security and international settlement system of electronic economy based on blockchain [J ] . Mobile Information Systems , 2021 :5250512.

宋璟 , 邸丽清 , 杨光 , 等 . 新时代下数据安全风险评估工作的思考 [J ] . 中国信息安全 , 2021 ( 9 ): 62 - 65 .

SONG J , DI L Q , YANG G , et al . Thoughts on data security risk assessment in the new era [J ] . China Information Security , 2021 ( 9 ): 62 - 65 .

刘瑛 . 信用视角下的数据安全法律规制 [J ] . 暨南学报(哲学社会科学版) , 2022 , 44 ( 1 ): 79 - 93 .

LIU Y . Legal regulation of data security from the perspective of credit [J ] . Jinan Journal (Philosophy ＆ Social Sciences) , 2022 , 44 ( 1 ): 79 - 93 .

高磊 , 赵章界 , 宋劲松 , 等 . 大数据应用中的数据安全治理技术与实践 [J ] . 信息安全研究 , 2022 , 8 ( 4 ): 326 - 332 .

GAO L , ZHAO Z J , SONG J S , et al . Data security governance technology and practice in big data applications [J ] . Journal of Information Security Research , 2022 , 8 ( 4 ): 326 - 332 .

张晨艺 , 张静 . 大数据背景下产品质量安全风险评估研究 [J ] . 中国标准化 , 2021 ( 14 ): 20 - 22 .

ZHANG C Y , ZHANG J . Research on product quality and safety risk assessment based on the development of big data [J ] . China Standardization , 2021 ( 14 ): 20 - 22 .

许娅 . 知识产权保护对自主创新和产业安全关系的影响 [J ] . 中国商论 , 2021 ( 18 ): 107 - 109 .

XU Y . The impact of intellectual property protection on the relationship between in dependent innovation and industrial security [J ] . China Journal of Commerce , 2021 ( 18 ): 107 - 109 .

剌森 . 平台经济领域中算法协同行为的治理机制研究 [J ] . 经济问题 , 2022 ( 3 ): 38 - 45 .

LA S . Research on the governance mechanism of algorithmic concerted practice in the platform economy [J ] . On Economic Problems , 2022 ( 3 ): 38 - 45 .

贾珍珍 , 刘杨钺 . 总体国家安全观视域下的算法安全与治理 [J ] . 理论与改革 , 2021 ( 2 ): 135 - 148 , 156 .

JIA Z Z , LIU Y Y . Algorithm security and governance under the perspective of the concept of holistic national security [J ] . Theory and Reform , 2021 ( 2 ): 135 - 148 , 156 .

王千 , 赵敏 . 平台经济研究综述 [J ] . 南阳师范学院学报 , 2017 , 16 ( 7 ): 22 - 26 .

WANG Q , ZHAO M . A review of research on platform economy [J ] . Journal of Nanyang Normal University , 2017 , 16 ( 7 ): 22 - 26 .

赵畅 , 徐晓林 , 王君泽 , 等 . 智慧城市信息共享与使用中的非传统安全分析:以“新型网络政治广告”为例 [J ] . 电子政务 , 2018 ( 7 ): 9 - 19 .

ZHAO C , XU X L , WANG J Z , et al . Nontraditional security analysis of information sharing and use in smart city-taking“new network political advertisement” as an example [J ] . E-Government , 2018 ( 7 ): 9 - 19 .

张衠 . 跨境数据流动的国际形势和中国路径 [J ] . 信息安全与通信保密 , 2018 , 16 ( 12 ): 21 - 26 .

ZHANG Z . International situation and China’s path of cross-border data flow [J ] . Information Security and Communications Privacy , 2018 , 16 ( 12 ): 21 - 26 .

FEDOTOVA G V , KOVALENKO O A , MALYUTINA T D , et al . Transformation of information security systems of enterprises in the context of digitization of the national economy [M ] // Ubiquitous Computing and the Internet of Things:Prerequisites for the Development of ICT . Cham : Springer , 2019 : 811 - 822 .

何培育 , 马雅鑫 . 社交类App收集用户个人信息的法律规制探析 [J ] . 浙江工业大学学报(社会科学版) , 2020 , 19 ( 3 ): 273 - 280 .

HE P Y , MA Y X . Legal constraints on collecting users’ personal information by social App [J ] . Journal of Zhejiang University of Technology (Social Sciences) , 2020 , 19 ( 3 ): 273 - 280 .

骆正林 . 社交媒体时代虚假新闻的社会危害与治理路径 [J ] . 未来传播 , 2022 , 29 ( 1 ): 3747 , 128 .

LUO Z L . Social harm and governance of fake news in social media era [J ] . Future Communication , 2022 , 29 ( 1 ): 37 - 47 , 128 .

JI J , JIN C . Framework of blockchainsupported e-commerce platform for small and medium enterprises [J ] . Sustainability , 2021 , 13 ( 15 ): 8158 .

武西锋 , 杜宴林 . 区块链视角下平台经济反垄断监管模式创新 [J ] . 经济学家 , 2021 ( 8 ): 81 - 88 .

WU X F , DU Y L . Innovation of platform economy antitrust regulation model from the perspective of blockchain [J ] . Economist , 2021 ( 8 ): 81 - 88 .

方正梁 . 打破算法“黑箱”让互联网在阳光下运行 [N ] . 人民邮电 , 2022 - 03 - 03 .

FANG Z L . Break the algorithm “black box” and let the Internet run in the sun [N ] . Posts ＆ Telecom , 2022 - 03 - 03 .

杨梦菲 . 大数据价格歧视的法律规制问题研究 [D ] . 南昌:南昌大学 , 2020 .

YANG M F . Research on the legal regulation of big data price discrimination [D ] . Nanchang:Nanchang University , 2020 .

刘芳萍 . 人脸识别居然歧视黑人？微软、IBM被指误差惊人 [Z ] . 2018 .

LIU F P . Face recognition actually discriminates against black people? Microsoft and IBM have been accused of staggering errors [Z ] . 2018 .

许可 . 驯服算法:算法治理的历史展开与当代体系 [J ] . 华东政法大学学报 , 2022 , 25 ( 1 ): 99 - 113 .

XU K . Taming algorithms:historical evolution and contemporary system of algorithm governance [J ] . ECUPL Journal , 2022 , 25 ( 1 ): 99 - 113 .

吴垠 . 平台经济反垄断与保障国家经济安全 [J ] . 马克思主义研究 , 2021 ( 12 ): 114 - 121 .

WU Y . Anti-monopoly on platform economy and guaranteeing national economic security [J ] . Studies on Marxism , 2021 ( 12 ): 114 - 121 .

郑铁峰 . 浙江加强数字赋能智治平台经济 [N ] . 中国消费者报 , 2022 - 03 - 15 .

ZHENG T F . Zhejiang strengthens the digital empowerment of the intelligent governance platform economy [N ] . China Consumer Journal , 2022 - 03 - 15 .

许睿 , 李海洋 . 筑牢数据安全防线助力平台经济健康发展 [N ] . 中国商报 , 2022 - 03 - 01 .

XU R , LI H Y . Build a strong data security defense line to help the healthy development of the platform economy [N ] . China Consumer Journal , 2022 - 03 - 01 .

沈华伟 . 构建互联网信息服务算法安全监管体系 [Z ] . 2022 .

SHEN H W . Establish an Internet information service algorithm security supervision system [Z ] . 2022 .

冯贺霞 , 刘頔 , 李赟 . 创新治理模式促进健康发展:平台经济治理与健康发展理论研讨会观点综述 [J ] . 社会治理 , 2021 ( 7 ): 93 - 95 .

FENG H X , LIU D , LI Y . Innovative governance model to promote healthy development-summary of the viewpoints of the symposium on platform economic governance and healthy development theory [J ] . Social Governance Review , 2021 ( 7 ): 93 - 95 .

九部门制定印发《关于加强互联网信息服务算法综合治理的指导意见》 [J ] . 中国防伪报道 , 2022 ( 1 ): 62 - 63 .

Nine departments formulated and issued the “guiding opinions on strengthening the comprehensive governance of internet information service algorithms [J ] . China Anti-Counterfeiting Report , 2022 ( 1 ): 62 - 63 .

Views

633

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

A preliminary study on the construction ideas of"Channel Computing Resources from the East to the West" national integrated collaborative data security protection system

Research on data asset cataloging of colleges and universities

Regulatory thinking and practice of financial business in the field of platform economy in digital economy era

Classification of big data in metrology

Legal challenges and recommendations for big data

Related Author

Honglin ZHU

Qiang GUO

Beining SHOU

Doudou LIU

Baochen JIAO

Dejun WANG

Yanan DAI

Feng ZHI

Related Institution

Gansu Province Institute of Economic Research

State Information Center

China Academy of Information and Communications Technology

School of Law, Hohai University

Postal code：100079
Tel：（010）53879208、53859533 Email：bdr@bjxintong.com.cn
Technical support is provided by Beijing Founder electronics co., LTD 京ICP备09064830号-19 京公网安备11010802024621
It is recommended to read the content of this site in Chrome&IE9+. Please switch to extreme mode in browser 360.
Cookies We use cookies to help provide and enhance our service and tailor content. By continuing, you agree to the use of cookies.
Total Visits：273122 Visits Today：28

⁰