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Titlebook: Business Process Management Workshops; BPM 2022 Internation Cristina Cabanillas,Niels Frederik Garmann-Johnsen Conference proceedings 2023

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发表于 2025-3-21 18:48:17 | 显示全部楼层 |阅读模式
期刊全称Business Process Management Workshops
期刊简称BPM 2022 Internation
影响因子2023Cristina Cabanillas,Niels Frederik Garmann-Johnsen
视频videohttp://file.papertrans.cn/193/192351/192351.mp4
学科分类Lecture Notes in Business Information Processing
图书封面Titlebook: Business Process Management Workshops; BPM 2022 Internation Cristina Cabanillas,Niels Frederik Garmann-Johnsen Conference proceedings 2023
影响因子.This book constitutes revised papers from the International Workshops held at the 20th International Conference on Business Process Management, BPM 2022, in Münster, Germany, during September 11-15, 2022. ..Papers from the following workshops are included:.·         6th International Workshop on Artificial Intelligence for Business Process Management (AI4BPM 2022).·         6th International Workshop on Business Processes Meet Internet-of-Things (BP-Meet-IoT 2022).·         18th International Workshop on Business Process Intelligence (BPI 2022).·         2nd International Workshop on Business Process Management and Routine Dynamics (BPM&RD 2022).·         14th International Workshop on Social and Human Aspects of Business Process Management (BPMS2 2022)  .·       1st International Workshop on Data-Driven Business Process Optimization (BPO 2022) .·         10th International Workshop on DEClarative, DECision and Hybrid approaches to processes (DEC2H 2022) .·         1st International Workshop on Natural Language Processing for Business Process Management (NLP4BPM 2022) ..Each of the eight workshops focused on particular aspects of business process management. Overall, after a thoro
Pindex Conference proceedings 2023
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https://doi.org/10.1007/978-3-658-25224-3oblem of label ambiguity in process prediction and quantify the occurrence of ambiguous ground truth labels in common benchmark datasets. Finally, we discuss implications and present ideas that aim to initiate a discussion on how to deal with label ambiguity in process prediction.
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Automated Intelligent Assistance with Explainable Decision Models in Knowledge-Intensive Processesplanation facilities of an automated DMN intelligent assistant. The first findings from this ongoing research provide insights into how organizations could easily provide stakeholders with explainable decisions in processes.
发表于 2025-3-23 01:01:18 | 显示全部楼层
The Label Ambiguity Problem in Process Predictionoblem of label ambiguity in process prediction and quantify the occurrence of ambiguous ground truth labels in common benchmark datasets. Finally, we discuss implications and present ideas that aim to initiate a discussion on how to deal with label ambiguity in process prediction.
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Situation-Aware eXplainability for Business Processes Enabled by Complex Eventsy. Specifically, we demonstrate our approach using a dataset populated for an illustrative process example, replaying its trace log against the PROTON CEP engine and feeding the result as an input for the SHAP explainer.
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Assessing the Suitability of Traditional Event Log Standards for IoT-Enhanced Event Logsh present important limitations to storing IoT-enhanced event logs. Based on this analysis, we conclude that a comprehensive data model is required to develop more advanced IoT-enhanced PM techniques.
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