人工智能素养:拟议的分面分类法

IF 1.1 Q3 INFORMATION SCIENCE & LIBRARY SCIENCE Digital Library Perspectives Pub Date : 2024-07-09 DOI:10.1108/dlp-04-2024-0067
Ali Shiri
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引用次数: 0

摘要

本文旨在提出一种人工智能(AI)素养分类法,以支持人工智能素养教育和研究。本研究利用面分析技术,并借鉴各种数据和信息来源,制定了一种人工智能素养分类法。研究包括以下关键步骤:全面回顾已发表的人工智能素养研究文献,研究著名的人工智能分类方案和分类标准,回顾先前的数据/信息/数字素养研究,以及对 1,031 份人工智能素养出版物的元数据记录进行定性和定量分析。研究限制/意义所提出的分类法可作为人工智能素养的概念框架,支持在各种教育和组织环境中批判性地理解、使用、应用和检查人工智能增强工具和技术。社会影响拟议的分类法为人工智能素养提供了一个跨学科的视角。它可以被使用、调整、修改或增强,以适应不同领域、学科和学科领域的教育和学习机会及课程。原创性/价值所提出的人工智能素养分类法提供了一个新的原创性概念框架,它建立在各种不同的数据来源之上,并整合了来自不同学科的文献,包括计算机、信息科学、教育和素养研究。
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Artificial intelligence literacy: a proposed faceted taxonomy

Purpose

The purpose of this paper is to propose a taxonomy of artificial intelligence (AI) literacy to support AI literacy education and research.

Design/methodology/approach

This study makes use of the facet analysis technique and draws upon various sources of data and information to develop a taxonomy of AI literacy. The research consists of the following key steps: a comprehensive review of the literature published on AI literacy research, an examination of well-known AI classification schemes and taxonomies, a review of prior research on data/information/digital literacy research and a qualitative and quantitative analysis of 1,031 metadata records on AI literacy publications. The KH Coder 3 software application was used to analyse metadata records from the Scopus multidisciplinary database.

Findings

A new taxonomy of AI literacy is proposed with 13 high-level facets and a list of specific subjects for each facet.

Research limitations/implications

The proposed taxonomy may serve as a conceptual AI literacy framework to support the critical understanding, use, application and examination of AI-enhanced tools and technologies in various educational and organizational contexts.

Practical implications

The proposed taxonomy provides a knowledge organization and knowledge mapping structure to support curriculum development and the organization of digital information.

Social implications

The proposed taxonomy provides a cross-disciplinary perspective of AI literacy. It can be used, adapted, modified or enhanced to accommodate education and learning opportunities and curricula in different domains, disciplines and subject areas.

Originality/value

The proposed AI literacy taxonomy offers a new and original conceptual framework that builds on a variety of different sources of data and integrates literature from various disciplines, including computing, information science, education and literacy research.

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来源期刊
Digital Library Perspectives
Digital Library Perspectives INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
3.90
自引率
11.80%
发文量
26
期刊介绍: Digital Library Perspectives (DLP) is a peer-reviewed journal concerned with digital content collections. It publishes research related to the curation and web-based delivery of digital objects collected for the advancement of scholarship, teaching and learning. And which advance the digital information environment as it relates to global knowledge, communication and world memory. The journal aims to keep readers informed about current trends, initiatives, and developments. Including those in digital libraries and digital repositories, along with their standards and technologies. The editor invites contributions on the following, as well as other related topics: Digitization, Data as information, Archives and manuscripts, Digital preservation and digital archiving, Digital cultural memory initiatives, Usability studies, K-12 and higher education uses of digital collections.
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