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自动化评估技能评估以促进数据分析自动化领域的技能习得

Automating Evaluation of Skill Assessment to Promote Skill Acquisition in the Area of Data Analytics Automation

Accounting Horizons · 2024
被引 4
人大 BABS 3

中文导读

介绍了一个自动化工具,用于评估Alteryx工作流,比人工评估快12到222倍且无错误,有助于会计领域提升自动化技能。

Abstract

SYNOPSIS As accounting increasingly embraces automation and data analytics, proficient skill assessment remains a challenge. We introduce an automated tool that streamlines the evaluation of Alteryx workflows. Utilizing the design science methodology, our tool effectively executes and compares Alteryx workflows against a solution, providing scores and feedback. Validation demonstrates remarkable gains; our tool is error-free and 12–222 times faster than manual evaluation. The tool’s efficiency, accuracy, and user-friendliness make it much more feasible to evaluate unstructured Alteryx assessments. Enhanced technology skills will promote hiring and productivity gains associated with automation in accounting.

会计数据分析自动化技能评估设计科学