大数据 ›› 2022, Vol. 8 ›› Issue (4): 56-66.doi: 10.11959/j.issn.2096-0271.2022075

• 专题:数字经济 • 上一篇    

平台经济中的数据与算法安全

郑婷一1,2, 庞亮1,3, 靳小龙3,4   

  1. 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
  • 出版日期:2022-07-01 发布日期:2022-07-01
  • 作者简介:郑婷一(1987- ),女,博士,中国科学院计算技术研究所讲师,主要研究方向为数据挖掘
    庞亮(1990- ),男,博士,中国科学院计算技术研究所副研究员,主要研究方向为自然语言生成、信息检索、自然语言理解
    靳小龙(1976- ),男,博士,中国科学院计算技术研究所研究员,主要研究方向为知识图谱、知识计算、社会计算、大数据分析等
  • 基金资助:
    国家自然科学基金资助项目(U1911401);山西省基础研究计划(自由探索类)项目(20210302124551);山西省教育厅科技创新计划项目(2020L0735)

Data and algorithm security in platform economy

Tingyi ZHENG1,2, Liang PANG1,3, Xiaolong JIN3,4   

  1. 1 Data Intelligence System Research Center, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China
    2 Electrical and Control Engineering Department, Shanxi Institute of Energy, Jinzhong 030600, China
    3 School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing 100049, China
    4 Key Laboratory of Network Data Science and Technology, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China
  • Online:2022-07-01 Published:2022-07-01
  • Supported by:
    The National Natural Science Foundation of China(U1911401);Shanxi Basic Research Program (Free Exploration) Project(20210302124551);Scientific and Technological Innovation Programs of Higher Education Institutions in Shanxi(2020L0735)

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。

关键词: 平台经济, 生态垄断, 平台创新, 平台治理, 数据安全, 算法安全

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.

Key words: platform economy, ecological monopoly, platform innovation, platform governance, data security, algorithm security

中图分类号: 

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