解码记者的算法素养

C. Foá, Paulo Couraceiro, Ana Pinto-Martinho
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引用次数: 0

摘要

生成式人工智能(AI)的最新发展振兴了关于算法系统的学术讨论,特别是关于其潜力、伦理考虑、风险和监管挑战的讨论。大量研究探讨了算法如何影响传播过程,重点关注算法对新闻机构、新闻实践、公共媒体动态、媒体素养以及打击虚假信息和过滤泡沫的影响。然而,关于算法素养与新闻业的交叉研究却十分有限。鉴于新闻业在塑造公共话语、向公民提供信息、维护民主价值观和反驳虚假信息方面的关键作用,这一空白尤其令人担忧。在葡萄牙,新进记者的工作条件岌岌可危,数字媒体转型发展迅速,因此了解记者如何与算法互动和感知算法至关重要。我们的研究采用多阶段方法,旨在填补这一空白,即如何有效评估专业记者的算法素养,包括认知、态度和行为等方面?探索性研究结果介绍了一种经过验证的方法工具,该工具基于多维分析框架,专门用于测量算法素养水平和评估记者的经验。批判性讨论涉及方法论程序和预测试的初步结果,为葡萄牙记者对算法系统的理解、认知和能力提供了见解。通过揭示记者在认知、情感和行为方面与算法的关系,本研究有助于加深对记者算法素养的理解,这对于保持记者的工作质量和有效抵制虚假信息至关重要。这项研究还为在其他地域或专业背景下开展类似研究开辟了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Decoding algorithmic literacy among journalists
Recent developments in generative Artificial Intelligence (AI) have revitalized academic discourse on algorithmic systems, particularly on their potential, ethical considerations, risks, and regulatory challenges. Extensive research has examined how algorithms affect communication processes, focusing on their influence on news organizations, journalistic practices, public-media dynamics, media literacy, and combating disinformation and filter bubbles. An emergent strand of research defines and measures the multidimensional concept of algorithmic literacy. However limited research exists on the intersection of algorithmic literacy and journalism. This gap is particularly concerning given the pivotal role of journalism in shaping public discourse, informing citizens, upholding democratic values and contrasting disinformation. Understanding how journalists perceive and engage with algorithms is essential, as these technologies significantly influence their professional tasks, including content production and distribution. In Portugal, where newcomer journalists work in precarious conditions and digital media transformation is rapidly evolving, understanding how journalists interact with and perceive algorithms is vital. Our study, through a multi-phased approach, aims to fill this gap questioning how can algorithmic literacy, encompassing cognitive, attitudinal and behavioural dimensions, be effectively assessed among professional journalists? The exploratory results present a validated methodological tool, instrument based on a multi-dimensional analytical framework and specifically designed to measure algorithmic literacy levels and to assess journalists’ experiences. Critical discussion addresses the methodological procedures and preliminary findings from the pre-test, offering insights into Portuguese journalists' understanding, perceptions, and competencies regarding algorithmic systems. By shedding light on the cognitive, affective, and behavioural aspects of journalists’ engagement with algorithms, this study contributes to a deeper understanding of the algorithmic literacy among journalists, which is essential to sustain the quality of their work and for an effective counteraction against disinformation. It also opens avenues for similar studies in other geographical or professional contexts.
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