平台和曝光多样性:建立一个评估促进曝光多样性政策的框架

IF 2.7 2区 文学 Q1 COMMUNICATION
Heritiana Ranaivoson, Nino Domazetovikj
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引用次数: 1

摘要

消费的碎片化和算法对内容推荐和展示方式的影响越来越大,这使得分析和促进曝光多样性(即受众接触、发现和参与多样化内容的程度)变得更加重要。尽管有越来越多的文献讨论如何在平台化带来的挑战的背景下定义媒体多样性,但本文将规范性维度转化为一个框架,将曝光多样性转化为一个切实的政策目标,同时考虑到数据化及其对平台的数据需求不断增加的后果。本研究的主要目的是分析评估平台时代暴露多样性的举措,并讨论如何改进此类评估,特别是针对政策举措。这涉及解决现有暴露多样性评估方法的若干挑战,这些挑战与定义适当的参考框架、确定所需的多样性程度、处理数据透明度问题和促进用户自主权有关。为了实现这一目标,我们提出了一个框架,用于分析旨在评估和促进媒体多样性曝光的举措。我们的框架由四个关键特征组成:度量(主动性类型)、度量(量化暴露多样性)、数据收集方法和数据需求。我们将这一框架应用于一组13项举措,发现政策举措可以从采用基于距离的指标和试验数据收集方法中受益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Platforms and Exposure Diversity: Towards a Framework to Assess Policies to Promote Exposure Diversity
The fragmentation of consumption and algorithms’ increasing impact on how content is recommended and displayed makes it even more important to analyse and promote exposure diversity, i.e., the extent to which audiences are exposed to, discover, and engage with diverse content. Although there is a growing literature addressing how to define media diversity in the context of the challenges posed by platformisation, this article translates the normative dimensions into a framework for operationalising exposure diversity into a tangible policy goal, taking into account datafication and its consequences in terms of increasing data requirements towards platforms. The main objective of this study is to analyse initiatives to assess exposure diversity in the platform era and to discuss how such assessment could be improved, particularly for policy initiatives. This involves addressing several challenges of existing approaches for the assessment of exposure diversity related to defining an appropriate frame of reference, determining the degree of diversity required, dealing with data transparency issues, and promoting user autonomy. To achieve this, we propose a framework for analysing initiatives aimed at assessing and promoting exposure to media diversity. Our framework is composed of four key features: measures (type of initiative), metrics (quantifying exposure diversity), data collection methods, and data requirements. We apply this framework to a set of 13 initiatives and find that policy initiatives can benefit from adopting metrics based on distances and experimenting with data collection methods.
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来源期刊
Media and Communication
Media and Communication COMMUNICATION-
CiteScore
5.80
自引率
3.20%
发文量
108
审稿时长
18 weeks
期刊介绍: Media and Communication (ISSN: 2183-2439) is an international open access journal dedicated to a wide variety of basic and applied research in communication and its related fields
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