电子商务平台算法推荐的潜在社会风险与治理路径
Potential Social Risks and Governance Paths Recommended by E-Commerce Platform Algorithm
摘要: 伴随着电商及信息技术的发展,算法推荐有助于电子商务平台提升用户体验并获得经济效益。但由于其具有的强大算法壁垒,会导致某些潜在社会风险存在,包括冲击主流价值观、信息茧房问题及算法歧视现象等负面社会风险,这些都导致了针对电子商务平台算法推荐进行治理的必要性。本文从多角度挖掘现有风险和问题的产生原因、机制及其影响,并相应地提出合理的解决措施。
Abstract: With the development of e-commerce and information technology, algorithm recommendation is helpful for e-commerce platform to improve user experience and obtain economic benefits. However, due to its powerful algorithm barrier, it will lead to some potential social risks, including negative social risks such as impacting mainstream values, information cocoon problems and algorithm discrimination, which all lead to the necessity of governance for algorithm recommendation of e-commerce platform. This paper explores the causes, mechanisms and effects of existing risks and problems from various angles, and puts forward reasonable solutions accordingly.
参考文献
|
[1]
|
陈卫洪, 耿芳艳. 网络营销赋能农村产业发展的机制研究——新媒体平台“直播+短视频+商城”助农案例及其分析[J]. 农业经济问题, 2023(11): 118-131.
|
|
[2]
|
蔡晓峰, 蔡佳谟. 基于大数据算法的个性化定价与消费者保护[C]//《上海法学研究》集刊2021年: 第4卷. 上海: 上海市中天律师事务所, 2021: 173-182.
|
|
[3]
|
彭兰. 算法社会的“囚徒”风险[J]. 全球传媒学刊, 2021, 8(1): 3-18.
|
|
[4]
|
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.
|
|
[5]
|
王鹏飞. 电商平台算法歧视法律救济的困境与出路[J]. 科学决策, 2023(5): 213-223.
|
|
[6]
|
蒋慧, 徐浩宇. 电商平台个性化推荐算法规制的困境与出路[J]. 价格理论与实践, 2022(12): 39-43.
|
|
[7]
|
孟天广, 李珍珍. 治理算法: 算法风险的伦理原则及其治理逻辑[J]. 学术论坛, 2022, 45(1): 9-20.
|
|
[8]
|
宋亚辉, 陈荣昌. 整体治理: 算法风险治理的优化路径[J]. 学习与实践, 2022(7): 35-45.
|