数智时代的算法素养:构成要素、层次框架与发展模型
lgorithm literacy in the era of digital intelligence : constituent elements, hierarchical framework and development model
目的/意义 数智时代技术环境的变化对用户个人素养能力提出新要求,提升算法素养有助于用户适应算法社会的发展。 方法/过程 系统梳理算法素养的发展脉络,剖析算法素养的概念内涵,归纳算法素养的主要特征,提炼算法素养的构成要素,以算法道德伦理为底线,以认知、态度、技能为划分标准构建算法素养层次框架,结合层次框架与时间维度搭建算法素养发展模型。 结果/结论 算法素养由算法意识、算法知识、算法态度、算法能力与算法伦理构成,整合五要素组建包括认知态度层、知识储备层、技术能力层与伦理道德层的算法素养层次框架,多主体协同搭建算法素养的发展模型。
Purpose/Significance The change of technology environment in the era of digital intelligence puts forward new requirements for users personal literacy ability. Improving algorithm literacy helps users adapt to the development of algorithm society. Method/Process This paper systematically sorts out the development context of algorithmic literacy, analyzes the conceptual connotation of algorithmic literacy, summarizes the main characteristics of algorithmic literacy, refines the constituent elements of algorithmic literacy, takes algorithmic ethics as the bottom line, and takes cognition, attitude and skill as the division standard to construct the hierarchical framework of algorithmic literacy, and combines the hierarchical framework and time dimension to build the development model of algorithmic literacy. Result/Conclusion Algorithm literacy is composed of algorithm awareness, algorithm knowledge, algorithm attitude, algorithm ability and algorithm ethics. The five elements are integrated to form an algorithm literacy framework including cognitive attitude layer, knowledge reserve layer, technical ability layer and ethical and moral layer. Multi-agent collaboration builds a development model of algorithm literacy.
信息传播、知识传播教育计算技术、计算机技术
算法素养核心素养构成要素层次框架发展模型
lgorithm literacycore literacyconstituent elementshierarchical frameworkdevelopment model
.数智时代的算法素养:构成要素、层次框架与发展模型[EB/OL].(2024-04-17)[2025-08-18].https://chinaxiv.org/abs/202404.00202.点此复制
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