English(EN) Planning and Scheduling Business Processes under Control-Flow Uncertainty

新AI方法应对不确定性下的业务流程规划

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-10 04:00

研究人员开发了新的业务流程规划和调度方法，能够应对控制流中的不确定性。所提出的方法旨在通过缩短总工期和最小化冗余活动来提高效率。文章提出了两种方案：一种是用于可扩展性的分解两阶段方法，另一种是提供更优总工期但计算量大的集成方法。在真实世界和合成数据上的评估展示了这些方法之间的权衡。 AI

影响引入了新颖的AI驱动技术，通过管理不确定性来优化业务流程执行。

排序理由该条目是一篇学术论文，详细介绍了规划和调度业务流程的新方法。[lever_c_demoted from research: ic=1 ai=1.0]

AI 生成摘要 · Google Gemini · 来自 1 个来源。我们如何撰写摘要 →

本文如何被排名

Signal score: 13 / 100; Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket: Tool; 该条目是一篇学术论文，详细介绍了规划和调度业务流程的新方法。[lever_c_demoted from research: ic=1 ai=1.0]
Source corroboration: Single-source cluster; Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics: paper, other; Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance: High; Clearly on-topic for AI-industry coverage.
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arXiv cs.AI TIER_1 English(EN) · Michel Kunkler, Stefanie Rinderle-Ma · 2026-09-10 04:00

在控制流不确定性下规划和调度业务流程

arXiv:2609.05578v1 Announce Type: new Abstract: Scheduling activities in business processes can improve efficiency (e.g., reduce makespan), but is challenging because the exact sequence of activities required to complete a case is often uncertain due to decisions based on data th…