跨域操作序列抽象为可解释工作流
英文摘要
This paper addresses the challenge of converting complex action sequences from diverse domains into streamlined, interpretable workflows. The authors, Gaurav Verma and Scott Counts, propose abstraction techniques that make convoluted action sequences more accessible and user-friendly while preserving functional integrity. The research highlights the critical role of interpretability in enhancing user interaction and decision-making across various applications. By bridging the gap between complex sequences and clear workflows, the study aims to empower users with better insights into their tasks. The work has implications for workflow management, human-computer interaction, and task organization across multiple fields. The full paper is available on arXiv (2606.14654).
中文摘要
本文研究了将来自不同领域的复杂操作序列转换为精简、可解释工作流的挑战。作者Gaurav Verma和Scott Counts提出了抽象技术，使复杂的操作序列更易用，同时保持功能完整性。研究强调了可解释性在增强用户交互和决策中的关键作用。通过弥合复杂序列与清晰工作流之间的差距，该研究旨在让用户更好地理解其任务。这项工作对工作流管理、人机交互和跨领域任务组织具有影响。全文可在arXiv（2606.14654）获取。
关键要点
Proposes abstraction techniques to convert complex cross-domain action sequences into interpretable workflows.
提出抽象技术，将复杂的跨域操作序列转化为可解释的工作流。
Emphasizes interpretability to improve user interaction and decision-making without losing functional integrity.
强调可解释性以改善用户交互和决策，同时不损失功能完整性。
Implications for workflow management, human-computer interaction, and task organization across multiple domains.
对工作流管理、人机交互及多领域任务组织具有广泛意义。