信息推荐算法透明机制的利益相关者分析  

Research on the Stakeholders of Transparent Mechanisms of Information Recom-mendation Algorithms

作　　者：李卫东[1,2] 杨莉莉[1] Weidong Li;Lili Yang

机构地区：[1]华中科技大学新闻与信息传播学院 [2]华中科技大学教育部大数据与国家传播战略实验室

出　　处：《新媒体与社会》2024年第4期13-28,413,共17页New Media and Society

基　　金：国家社会科学基金重大项目“健全互联网领导和管理体制研究”(项目编号:22ZDA078)。

摘　　要：利益相关者参与算法透明的动机和动力各不相同,识别和划分信息推荐算法的利益相关者,明确各方的利益诉求和责任义务,是构建有效的信息推荐算法透明机制的基础和前提。但在既有文献中,这种动机和动力、互动关系尚未得到全面研究。本文从利益相关者的角度出发,分析了信息推荐算法透明机制的利益相关者的类型、属性和关系,提出了一个基于权力、合法性和紧迫性的利益相关者分级分类模型,展示各利益相关者的互动模式和位置关系,以及他们对信息推荐算法透明机制的态度、需求和期望。绘制利益相关者图景有助于分析利益相关者的诉求和影响,为信息推荐算法透明机制的设计和实施提供参考,促进信息推荐算法透明机制的建立和完善。Stakeholders have varying motivations to engage in algorithm transparen-cy.ldentifying stakeholders of information recommendation algorithms and clarifying their interests,demands,responsibilities,and obligations is essential for establishing an effective transparency mechanism.Existing literature,however,has not thoroughly examined these motivations and interactions.This paper explores the types,attributes,and relationships of stakeholders from their perspective,introducing a hierarchical classification model based on power,legitimacy,and urgency.This model delineates the interaction patterns and positional relationships among stakeholders,as well as their attitudes,needs,and expectations regard-ing the transparency mechanism.By mapping the stakeholder landscape,this analysis aids in understanding stakeholder demands and their influence,offering insights for designing and implementing the transparency mechanism and fostering its development and enhancement.

关 键 词：智能云传播 推荐算法 透明机制 

分 类 号：TP3[自动化与计算机技术—计算机科学与技术]