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检索条件"丛书名=Lecture Notes in Business Information Processing 252"

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The business Process Optimization Competition 22nd

The Business Process Optimization Competition

引用

22nd International Conference on business Process Management (BPM)

作者： Schumann, Felix Ehrendorfer, Matthias Kunkler, Michel Busch, Kiran Leopold, Henrik Urny, Leon Schmauch, Martin Rodzik, Olga Lanz, Stefanie Tiras, Efe Al-Zamkan, Amgad El Kari, Jana Dijkman, Remco Tech Univ Munich TUM Sch Computat Informat & Technol Garching Germany Kuhne Logist Univ Hamburg Germany Eindhoven Univ Technol Eindhoven Netherlands

ISBN: (纸本)9783031786655;9783031786662

Optimizing organizational operations with respect to different decisions and to achieve a variety of objectives has been thoroughly studied. Examples include deciding which transport order to assign to which truck in order to minimize costs or deciding on how much stock to keep of a particular product in order to balance costs and delivery reliability. business processes bring unique challenges to optimization problems, due to the complexity and uncertainty of the interdependencies between their tasks. The business process optimization competition presented such an optimization problem. Participants had to develop an algorithm that decided when to admit patients for hospital treatment, with various uncertain treatment tasks ahead. Eight different algorithms were submitted and compared to identify the most effective types of algorithm for business process optimization. Four algorithms outperformed the heuristic benchmark, with two of these being reinforcement learning algorithms. This suggests that reinforcement learning is a promising approach for optimizing business processes.

关键词： business Process Optimization Heuristics

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Marketplace for Multi-party Development of Artificial Intelligence Systems: Perceptions on Value Creation 1

引用

15th International Conference on Software business-ICSOB-Annual

作者： Maksimov, Yuliyan V. Fricker, Samuel A. Blekinge Inst Technol BTH Karlskrona Sweden Univ Appl Sci Northwestern Switzerland FHNW Windisch Switzerland

ISBN: (数字)9783031858499

ISBN: (纸本)9783031858482;9783031858499

The field of artificial intelligence (AI) has yet to fully capitalise on the potential to develop AI systems through collaboration between system developers and data scientists, especially when they belong to different organisations. We studied how using a marketplace creates value in such value chains by allowing organisations to advertise and share AI assets like data and models and enable multi-party development of AI systems while protecting these assets. The paper describes an embedded multi-case study of a marketplace under development, the Bonseyes marketplace. The cases were a collaboration between universities, a large company outsourcing data science, and a small business offering AI models as products. Value creation was linked to reduced development time, streamlined product communication, and protection of shared assets. However, participants required data protection concerns to be addressed, as well as marketplace maturity. The marketplace created value with clear goals for developing an AI system and supporting tools, templates, and examples. Our study benefits researchers wanting to advance AI systems development by offering rich examples of how a marketplace can enable multi-party collaborations.

关键词： marketplace AI systems engineering case study-based evaluation

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A Conceptual Analysis of Emerging 6G Ecosystem 1st

A Conceptual Analysis of Emerging 6G Ecosystem

引用

1st International Conference on Digital Product Management

作者： Yang, Nan Hyrynsalmi, Sami Siemon, Dominik LUT Univ Mukkulankatu 19 Lahti 15210 Finland

ISBN: (纸本)9783031715143;9783031715150

Research on the sixth-generation wireless communication technology (6G) ecosystem has attracted significant attention and captured widespread interest in the past 5 years since 2018. The concept of 6G ecosystem and its related concepts become widely used but have encountered the challenge of ambiguity and misuse due to a lack of rigorous conceptual analysis. To bridge this gap, this paper proposes a novel conceptual analysis framework to explore the components, related concepts, sub-concepts, antecedents, and consequences of 6G ecosystem through a systematic and comprehensive literature review. Our findings reveal a scattered landscape of 70 variant 6G ecosystem concepts from 140 selected papers and emphasize the crucial role of ecosystem-level business innovation for a sustainable 6G ecosystem. Furthermore, this study provides foundational knowledge for stakeholders to strategically navigate this complex ecosystem and make corporate foresight decisions in the forthcoming 6G era, meanwhile offering insights for policymakers to foster collaboration and implement 6G standardization.

关键词： 6G ecosystem conceptual analysis literature review

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Introducing Variables to Data Objects in BPMN 2nd

Introducing Variables to Data Objects in BPMN

引用

28th International Conference on Enterprise Design Operations and Computing

作者： Koenig, Maximilian Lichtenstein, Tom Seidel, Anjo Weske, Mathias Univ Potsdam Hasso Plattner Inst Potsdam Germany

ISBN: (纸本)9783031790584;9783031790591

The management of data is crucial in today's organizations, making it necessary to specify exactly how data is created, accessed, and manipulated during business process enactment. Given the importance of data, it comes as a surprise that approaches like BPMN only provide limited support for modeling data and how it is read and written. In particular, they cannot represent multiple data objects of the same type, and they lack concise semantics for multi-instance data objects. Against this background, this paper proposes an extension to BPMN process models by introducing variable identifiers to distinguish individual data objects of the same class in a given process. The behavior is detailed using translational semantics to Colored Petri nets, and a set of verification mechanisms is presented that allow for a more precise analysis of data objects in business processes.

关键词： BPMN Data in Processes Translational Semantics Colored Petri Nets Variables

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Unraveling the Never-Ending Story of Lifecycles and Vitalizing Processes 2nd

Unraveling the Never-Ending Story of Lifecycles and Vitalizi...

引用

28th International Conference on Enterprise Design Operations and Computing

作者： Fahrenkrog-Petersen, Stephan A. Bala, Saimir Pufahl, Luise Mendling, Jan Weizenbaum Inst Networked Soc Berlin Germany Humboldt Univ Berlin Germany Tech Univ Munich Heilbronn Germany Vienna Univ Econ & Business Adm Vienna Austria

ISBN: (纸本)9783031790584;9783031790591

business process management (BPM) has been widely used to discover, model, analyze, and optimize organizational processes. BPM looks at these processes with analysis techniques that assume a clearly defined start and end. However, not all processes adhere to this logic, with the consequence that their behavior cannot be appropriately captured by BPM analysis techniques. This paper addresses this research problem at a conceptual level. More specifically, we introduce the notion of vitalizing business processes that target the lifecycle process of one or more entities. We show the existence of lifecycle processes in many industries and that their appropriate conceptualizations pave the way for the definition of suitable modeling and analysis techniques. This paper provides a set of requirements for their analysis, and a conceptualization of lifecycle and vitalizing processes.

关键词： business Process Management Types of Processes Process Analysis Process Models Lifecycle

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Secondary Use of Health Data: Centralized Structure and information Security Frameworks in Finland 1

引用

15th International Conference on Software business-ICSOB-Annual

作者： Vilpponen, Hannu Piirainen, Antti Kallberg, Miikka Mikkonen, Tommi Univ Jyvaskyla Jyvaskyla Finland Finnish Social & Hlth Data Permit Author Findata Helsinki Finland CSC IT Ctr Sci Ltd Espoo Finland

ISBN: (数字)9783031858499

ISBN: (纸本)9783031858482;9783031858499

The utilization of health data for secondary purposes, such as research, statistics, and development, has become increasingly significant in advancing healthcare systems. To foster the above, Finland has established a framework for the secondary use of health data through legislative measures and the creation of specialized institutions, which are the first of their kind in the world. In this paper, we give an overview of our implementation for using secondary health data in a centralized fashion. As a technical contribution, we also address key implementation aspects related to implementing the framework.

关键词： Health data information security regulation

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The EU AI Act is a Good Start But Falls Short 1

引用

15th International Conference on Software business-ICSOB-Annual

作者： Sillberg, Chalisa Veesommai De Cerqueira, Jose Siqueira Sillberg, Pekka Kemell, Kai-Kristian Abrahamsson, Pekka Tampere Univ Fac Informat Technol & Commun Sci Pori Finland Tampere Univ Fac Informat Technol & Commun Sci Tampere Finland

ISBN: (数字)9783031858499

ISBN: (纸本)9783031858482;9783031858499

The EU AI Act (EU AIA) was created to ensure ethical and safe Artificial Intelligence development and deployment across the EU. Enterprises will face stringent requirements when complying with the EU AIA, which many organizations currently find confusing. This study aims to identify key challenges and strategy development that organizations face regarding the EU AIA and to help them comply with it. To achieve this aim, we conducted a Multivocal Literature Review (MLR) to explore the sentiments of both the industry and the academia. From 130 articles, 56 met our criteria. We found 199 primary keywords in the literature. The three following concepts were the key ones: liability, discrimination, and a adequacy of tool. Additionally, both industry and academia expressed negative sentiments around regulatory interpretations, specific requirements, and transparency issues. Based on our findings, we highlight three themes for enterprises. First, a risk-based regulatory compliance system, emphasizing the importance of developing systems that ensure adherence to regulatory requirements by focusing on risk management. Second, the need for ethical frameworks and principles in technology development. Third, the importance of policies and systems regulatory risk management. These results highlight key challenges and strategies, while also highlighting less commonly discussed themes, thus enabling enterprises to align their systems with the requirements and better position themselves in relation to the EU market.

关键词： EU AIA MLR Ethical AI for Enterprises Ethics

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Adoption of Cloud Platforms Among Independent Software Vendors 1

引用

15th International Conference on Software business-ICSOB-Annual

作者： Mangold, Lucas Constantin Meier, Monty Lukas Schreieck, Maximilian Univ Innsbruck Innrain 52 A-6020 Innsbruck Austria

ISBN: (数字)9783031858499

ISBN: (纸本)9783031858482;9783031858499

The transition from on-premises to cloud-based enterprise software influences independent software vendors (ISVs) to build their solutions upon the software offered by well-established vendors. This paper evaluates different strategies in this transition. The study is based on a data set of 1,652 ISVs that match appropriate characteristics, which forms the basis for this study. We obtained unexpected results regarding growth opportunities for ISVs joining a cloud platform. We did not find a significant effect of cloud adoption on ISV's growth opportunities, and we still see growth opportunities for ISVs who run their software on-premises. In addition, we found that ISVs showed higher growth opportunities when single-homing compared to multi-homing. These findings contribute to understanding ISV's challenges in transitioning from on-premises to the cloud. In the near term, there still seem to be business opportunities for maintaining customers' on-premises landscapes. Furthermore, it is costly to develop the capabilities for a cloud platform ecosystem;thus, focusing on one of the large vendors' ecosystems could be a promising strategy for ISVs.

关键词： independent software vendors on-premise software cloud software single-homing multi-homing

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Towards Resilient Construction Logistics with Digital Twins 2nd

Towards Resilient Construction Logistics with Digital Twins

引用

28th International Conference on Enterprise Design Operations and Computing

作者： Massah, Fatemeh Univ Twente Enschede Pervas Syst Enschede Netherlands

ISBN: (纸本)9783031790584;9783031790591

Efficient logistics management is key for maintaining project timelines, controlling budgets, and enhancing productivity and promoting sustainability within the construction industry. However, challenges such as delays in material delivery, equipment malfunctions, and labor shortages require effective management strategies to prevent significant disruptions. This research explores the application of digital twin (DT) technology to optimize construction planning and execution through real-time monitoring, simulation, and analysis. By leveraging advanced sensing and communication technologies, this study aims to develop and validate DT models specifically tailored for construction logistics. The anticipated outcomes include improved decision-making, enhanced collaboration, and increased efficiency, which are expected to result in reduced costs and shortened timelines. The findings have the potential to strengthen the competitiveness and operational efficiency of the construction industry.

关键词： Digital Twin Construction Logistics Resilience Data-Driven Insights

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Understanding DevOps Critical Success Factors: A Thematic Analysis 1st

Understanding DevOps Critical Success Factors: A Thematic An...

引用

1st International Conference on Digital Product Management

作者： Azad, Nasreen Hyrynsalmi, Sami Smolander, Kari LUT Univ Lappeenranta Finland

ISBN: (纸本)9783031715143;9783031715150

The software development industry has widely adopted DevOps culture and practices, which emphasize the importance of effective utilization of DevOps tools, promoting collaboration, developing necessary skills among employees, and fostering a supportive company culture. Understanding the critical success factors for DevOps is essential for ensuring the overall performance of an organization. To gain a deeper understanding of DevOps practices and insights from professionals during the adoption of DevOps within teams, a study was conducted aimed at identifying DevOps critical success factors for teams within software-producing organizations. The study employed a thematic approach through collaborative coding and extensive interviews with 16 DevOps professionals in the IT industry. The findings highlighted the importance of fostering a (1) collaborative organizational culture, (2) Integrating DevOps automation, (3) cultivating strong work ethics, (4) addressing challenges related to remote teamwork, and (5) establishing dedicated DevOps security teams. Our findings thus contribute to improving DevOps concepts of success factors, practices, and organizational impacts.

关键词： DevOps Critical Success Factors Software Development Software Operations Thematic analysis Qualitative research

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