International Conference on Business Process Management最新文献

筛选
英文 中文
Data-driven Management of Interconnected Business Processes - Contributions to Predictive and Prescriptive Process Mining 互联业务流程的数据驱动管理——对预测性和规定性流程挖掘的贡献
International Conference on Business Process Management Pub Date : 2021-01-14 DOI: 10.15495/EPUB_UBT_00005329
Wolfgang Kratsch
{"title":"Data-driven Management of Interconnected Business Processes - Contributions to Predictive and Prescriptive Process Mining","authors":"Wolfgang Kratsch","doi":"10.15495/EPUB_UBT_00005329","DOIUrl":"https://doi.org/10.15495/EPUB_UBT_00005329","url":null,"abstract":"Business process management (BPM) is an accepted paradigm of organizational design and a source of corporate performance [1]. Due to substantial progress in process identification, analysis, implementation, and improvement [2, 3], BPM receives constant attention from industry [4]. In times of market consolidation and increasing competition, operational excellence (i.e., continuously optimizing an organization’s processes in terms of effectiveness and efficiency) is key to staying competitive. While traditional research in BPM focused on process models and model-based information systems (e.g., workflow management systems), recently, the focus has shifted to datadriven methods such as process mining [5]. In contrast to model-driven BPM, process mining uses execution data in the form of events arising during process enactment, which may be exploited in several ways [6]. Process mining strives to discover, monitor, and improve processes by extracting knowledge from event logs available in information systems [7]. The most commonly applied use case in process mining is discovering as-is process models that also serve as a starting point for more detailed analysis [8]. Based on the mined as-is-process, the use case of conformance checking helps to point out deviations from normative, predefined process models and actual process enactments (e.g., unintended handover of tasks, skipped activities, missed performance goals). As process mining analyzes information on an event-level, it also helps evaluate the actual process performance (e.g., measuring cycle times, interruptions, exceptions). In sum, process mining can help ensure process hygiene, constituting a fundamental requirement to achieve operational excellence [8]. As process mining is one of the most active streams in BPM, numerous approaches have been proposed in the last decade, and various commercial vendors transferred these methods into practice, substantially facilitating event data analysis [9]. At the tip of the iceberg, Celonis expanded in only seven years from start-up to a unicorn, indicating the enormous cross-industry business potential of process mining [10]. By 2023, Markets and Markets predicts a market potential of 1.42 billion US$ for process mining technologies [11]. However, there are still numerous unsolved challenges that hinder the further adoption and usage of process mining at the enterprise level [12]. First, finding, extracting, and preprocessing relevant event data is still challenging and requires a significant amount of time in a process mining project and, thus, remains a bottleneck without providing appropriate support [13]. Second, most process mining approaches operate on a single-process level, but organizations are confronted with a process network covering hundreds of interdependent processes [12]. Third, process managers strongly require forward-directed operational support, but most process mining approaches provide only descriptive ex-post insights, e.g., d","PeriodicalId":143924,"journal":{"name":"International Conference on Business Process Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124277257","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Process Mining Adoption - A Technology Continuity Versus Discontinuity Perspective 流程挖掘采用-技术连续性与非连续性的观点
International Conference on Business Process Management Pub Date : 2020-09-14 DOI: 10.1007/978-3-030-58638-6_14
R. Syed, S. Leemans, R. Eden, J. Buijs
{"title":"Process Mining Adoption - A Technology Continuity Versus Discontinuity Perspective","authors":"R. Syed, S. Leemans, R. Eden, J. Buijs","doi":"10.1007/978-3-030-58638-6_14","DOIUrl":"https://doi.org/10.1007/978-3-030-58638-6_14","url":null,"abstract":"","PeriodicalId":143924,"journal":{"name":"International Conference on Business Process Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124690401","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Beyond the Hype: RPA Horizon for Robot-Human Interaction 超越炒作:人机交互的RPA地平线
International Conference on Business Process Management Pub Date : 2020-09-13 DOI: 10.1007/978-3-030-58779-6_13
Rafael Cabello, María José Escalona Cuaresma, J. G. Enríquez
{"title":"Beyond the Hype: RPA Horizon for Robot-Human Interaction","authors":"Rafael Cabello, María José Escalona Cuaresma, J. G. Enríquez","doi":"10.1007/978-3-030-58779-6_13","DOIUrl":"https://doi.org/10.1007/978-3-030-58779-6_13","url":null,"abstract":"","PeriodicalId":143924,"journal":{"name":"International Conference on Business Process Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115377290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Extending Temporal Business Constraints with Uncertainty 扩展具有不确定性的临时业务约束
International Conference on Business Process Management Pub Date : 2020-09-13 DOI: 10.1007/978-3-030-58666-9_3
F. Maggi, M. Montali, R. Peñaloza, Anti Alman
{"title":"Extending Temporal Business Constraints with Uncertainty","authors":"F. Maggi, M. Montali, R. Peñaloza, Anti Alman","doi":"10.1007/978-3-030-58666-9_3","DOIUrl":"https://doi.org/10.1007/978-3-030-58666-9_3","url":null,"abstract":"","PeriodicalId":143924,"journal":{"name":"International Conference on Business Process Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115679454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Conformance Checking Using Activity and Trace Embeddings 使用活动和跟踪嵌入进行一致性检查
International Conference on Business Process Management Pub Date : 2020-09-13 DOI: 10.1007/978-3-030-58638-6_7
Jari Peeperkorn, S. V. Broucke, Jochen De Weerdt
{"title":"Conformance Checking Using Activity and Trace Embeddings","authors":"Jari Peeperkorn, S. V. Broucke, Jochen De Weerdt","doi":"10.1007/978-3-030-58638-6_7","DOIUrl":"https://doi.org/10.1007/978-3-030-58638-6_7","url":null,"abstract":"","PeriodicalId":143924,"journal":{"name":"International Conference on Business Process Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116662403","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Enhancing Event Log Quality: Detecting and Quantifying Timestamp Imperfections 增强事件日志质量:检测和量化时间戳缺陷
International Conference on Business Process Management Pub Date : 2020-09-13 DOI: 10.1007/978-3-030-58666-9_18
D. Fischer, Kanika Goel, R. Andrews, Christopher G. J. van Dun, M. Wynn, Maximilian Röglinger
{"title":"Enhancing Event Log Quality: Detecting and Quantifying Timestamp Imperfections","authors":"D. Fischer, Kanika Goel, R. Andrews, Christopher G. J. van Dun, M. Wynn, Maximilian Röglinger","doi":"10.1007/978-3-030-58666-9_18","DOIUrl":"https://doi.org/10.1007/978-3-030-58666-9_18","url":null,"abstract":"","PeriodicalId":143924,"journal":{"name":"International Conference on Business Process Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124005820","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 19
Socially-Aware Business Process Redesign 具有社会意识的业务流程重新设计
International Conference on Business Process Management Pub Date : 2020-09-13 DOI: 10.1007/978-3-030-58666-9_5
Arik Senderovich, J. Schippers, H. Reijers
{"title":"Socially-Aware Business Process Redesign","authors":"Arik Senderovich, J. Schippers, H. Reijers","doi":"10.1007/978-3-030-58666-9_5","DOIUrl":"https://doi.org/10.1007/978-3-030-58666-9_5","url":null,"abstract":"","PeriodicalId":143924,"journal":{"name":"International Conference on Business Process Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116437254","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A Multi Perspective Framework for Enhanced Supply Chain Analytics 增强供应链分析的多视角框架
International Conference on Business Process Management Pub Date : 2020-09-13 DOI: 10.1007/978-3-030-58666-9_28
Owen Keates, M. Wynn, W. Bandara
{"title":"A Multi Perspective Framework for Enhanced Supply Chain Analytics","authors":"Owen Keates, M. Wynn, W. Bandara","doi":"10.1007/978-3-030-58666-9_28","DOIUrl":"https://doi.org/10.1007/978-3-030-58666-9_28","url":null,"abstract":"","PeriodicalId":143924,"journal":{"name":"International Conference on Business Process Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116446407","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Towards an OpenSource Logger for the Analysis of RPA Projects 面向RPA项目分析的开源日志记录器
International Conference on Business Process Management Pub Date : 2020-09-13 DOI: 10.1007/978-3-030-58779-6_12
J. M. López-Carnicer, C. D. Valle, J. G. Enríquez
{"title":"Towards an OpenSource Logger for the Analysis of RPA Projects","authors":"J. M. López-Carnicer, C. D. Valle, J. G. Enríquez","doi":"10.1007/978-3-030-58779-6_12","DOIUrl":"https://doi.org/10.1007/978-3-030-58779-6_12","url":null,"abstract":"","PeriodicalId":143924,"journal":{"name":"International Conference on Business Process Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122574032","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Extracting Annotations from Textual Descriptions of Processes 从过程的文本描述中提取注释
International Conference on Business Process Management Pub Date : 2020-09-13 DOI: 10.1007/978-3-030-58666-9_11
Luis Quishpi, J. Carmona, Lluís Padró
{"title":"Extracting Annotations from Textual Descriptions of Processes","authors":"Luis Quishpi, J. Carmona, Lluís Padró","doi":"10.1007/978-3-030-58666-9_11","DOIUrl":"https://doi.org/10.1007/978-3-030-58666-9_11","url":null,"abstract":"","PeriodicalId":143924,"journal":{"name":"International Conference on Business Process Management","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132847456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信