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

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Context Awareness and External Factors 14th

Context Awareness and External Factors

引用

14th International Symposium on business Modeling and Software Design (BMSD)

作者： Shishkov, Boris Bulgarian Acad Sci Inst Math & Informat Sofia Bulgaria Univ Lib Studies & Informat Technol Fac Informat Sci Sofia Bulgaria Inst IICREST Sofia Bulgaria

ISBN: (纸本)9783031640728;9783031640735

The adequate functioning of most current software systems assumes the capability to adaptwith regard to numerous circumstances;we call a (software) system "context-aware" if it can deliver "behavior" that is relevant to a particular context situation, as opposed to rigid systems that cannot easily adapt to the changing environment. Most context-aware (software) systems are sensitive to changes in the situation of the user while others are sensitive to changes concerning their own operation. Nevertheless, sensitivity to changes that concern external factors (such as public values, regulations, and norms) is insufficiently covered by most current context-aware software systems. This paper touches upon context awareness and external factors, justifying the need for a more thorough consideration of public values, regulations, and norms in the specification of context-aware software systems. Our analytical contribution is not backed by proof-of-principle / proof-of-concept because we report research in progress and plan to do this in the future.

关键词： Context awareness Public values Regulations Norms

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A Text-Based Analysis of Crowdfunding Innovation 1

引用

23rd Wuhan International Conference on E-business (WHICEB)

作者： Liu, Lei Wang, Nianxin Jiangsu Univ Sci & Technol Zhenjiang 212100 Jiangsu Peoples R China

ISBN: (数字)9783031602603

ISBN: (纸本)9783031602597;9783031602603

Innovation plays a crucial role in enabling crowdfunding campaigns to establish distinctive competitive advantages and in enabling backers to assess the investment potential of the campaign. The alignment of potential backers' innovation preferences with the innovation of micro-campaigns will significantly impact their investment decisions and, consequently, the performance of crowdfunding. However, assessing the degree of innovation as an implicit evaluation factor is more challenging compared to explicit evaluation factors such as titles, comments, and pictures directly presented on the platform. Furthermore, corporate innovation measurement methods based on patents, R&D expenditures, and new product indicators are not applicable to micro-campaigns within the crowdfunding domain. Consequently, the accurate measurement of innovation in micro-campaigns within crowdfunding presents an urgent issue to be addressed in the examination of backers' innovation preferences and the campaign innovation mechanism. We present a novel approach for measuring innovation by integrating topic modeling and word embedding to assess text similarity. The study involved analyzing the textual content of 15,761 crowdfunding campaigns on Indiegogo. The findings indicate that the text-based innovation measurement method is capable of capturing a wide range of innovations, including those that fall within the scope of patent disclosure and innovation description. The study suggests that text-based innovation proxy indicators are effective and outperform traditional innovation indicators in comprehensively capturing innovation practices in crowdfunding campaigns. Furthermore, this study identified an empirical "inverted U"-shaped correlation between innovation and crowdfunding performance. This article presents concepts and criteria for investigating innovation mechanisms and influential factors in the realm of crowdfunding, focusing on methods for measuring innovation.

关键词： Crowdfunding Innovation Text Analysis Topic Modeling Indiegogo Campaign Story

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Does Overconfident CEO Matter? An Empirical Examination of CEO Overconfidence and Digital Transformation 1

引用

23rd Wuhan International Conference on E-business (WHICEB)

作者： Zhang, Yanlin Zhang, Xuwei Tang, Hongting Guangdong Univ Technol Guangzhou 510520 Guangdong Peoples R China

ISBN: (数字)9783031602603

ISBN: (纸本)9783031602597;9783031602603

Although previous studies have emphasized the importance of CEO in IT performance, there is little literature exploring how CEO overconfidence affects digital transformation. We propose a research model that suggests that CEO over confidence can positively impact digital transformation. In addition, we identified three moderating factors that can enhance the positive relationship between CEO overconfidence and digital transformation: the presence of Chief information Officer (CIO), the board of directors with IT expertise, and industry competitiveness. By using the panel data of Chinese listed companies from 2011-2021 to test our model, the results will support our research hypothesis. This article expands the relevant research on CEO overconfidence and further reveals how the psychological factors of CEOs affect IT-related activities in enterprises by discovering the positive relationship between CEO overconfidence and digital transformation, as well as the moderating mechanisms that influence CEO overconfidence. Our analysis results also provide theoretical guidance and practical inspiration for CEOs and businesses on how to successfully achieve digital transformation.

关键词： CEO overconfidence digital transformation CIO board of directors industry competitiveness

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Managing Multi-site Artificial Neural Networks' Activation Rates and Activation Cycles Experiments on Cross-Enterprise, Multi-site Deep Learning Systems 14th

Managing Multi-site Artificial Neural Networks' Activation R...

引用

14th International Symposium on business Modeling and Software Design (BMSD)

作者： Grum, Marcus Univ Potsdam J Chair Business Informat Syst Esp AI Based Appl Sys D-14482 Potsdam Germany

ISBN: (纸本)9783031640728;9783031640735

Traditionally, business models and software designs used to model the usage of artificial intelligence (AI) at a very specific point in the process or rather fix implemented application. Since applications can be based on AI, such as networked artificial neural networks (ANN) on top of which applications are installed, these on-top applications can be instructed directly from their underlying ANN compartments [1]. However, with the integration of several AI-based systems, their coordination is a highly relevant target factor for the operation and improvement of networked processes, such as they can be found in cross-organizational production contexts spanning multiple distributed locations. This work aims to extend prior research on managing artificial knowledge transfers among interlinked AIs as coordination instrument by examining effects of different activation types (respective activation rates and cycles) on by ANN-instructed production machines. In a design-science-oriented way, this paper conceptualizes rhythmic state descriptions for dynamic systems and associated 14 experiment designs. Two experiments have been realized, analyzed and evaluated thereafter in regard with their activities and processes induced. Findings show that the simulator [2] used and experiments designed and realized, here, (I) enable research on ANN activation types, (II) illustrate ANN-based production networks disrupted by activation types and clarify the need for harmonizing them. Further, (III) management interventions are derived for harmonizing interlinked ANNs. This study establishes the importance of site-specific coordination mechanisms and novel forms of management interventions as drivers of efficient artificial knowledge transfer.

关键词： AI-based Software Specification Artificial Neural Networks Experiments Simulation

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The Impact of Enterprise Digital Transformation on Customer Service Innovation Performance 1

引用

23rd Wuhan International Conference on E-business (WHICEB)

作者： Su, Minghan Feng, Qi Zhou, Jianming Guangdong Univ Finance & Econ Sch Business Adm Guangzhou 510320 Guangdong Peoples R China

ISBN: (数字)9783031602641

ISBN: (纸本)9783031602634;9783031602641

In the context of the digital economy, the emerging digital technologies have made the digital transformation of enterprises an unavoidable trend to help improving customer service. This paper conducted a sample survey of 139 Chinese companies and used multiple regression equation analysis to try to explore the mechanism between enterprise digital transformation and customer service innovation performance. The research results showed that: (1) Enterprise digital transformation had a significant direct positive impact on customer service innovation performance;(2) Enterprise cross-border activities played a partial mediating role in the process of enterprise digital transformation affecting customer service innovation performance;(3) Both proactive market orientation and reactive market orientation positively moderated the positive relationship between enterprise digital transformation and enterprise cross-border activities. That is, the higher the enterprise's proactive market orientation and reactive market orientation, the stronger the impact of enterprise digital transformation on enterprise cross-border activities. The above research results have important theoretical and practical significance for understanding the complex relationship between enterprise digital transformation and customer service innovation, and for improving the enterprise's ability to serve customers.

关键词： Enterprise Digital Transformation Cross-border Activities Market Orientation Customer Service Innovation Performance

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DDIs-Graph: an Approach to Identify Drug-Drug Interactions and Recommend Alternative Drugs 23rd

DDIs-Graph: an Approach to Identify Drug-Drug Interactions a...

引用

23rd International Conference on Perspectives in business Informatics Research (BIR)

作者： Jalali, Amin Johannesson, Paul Perjons, Erik Stockholm Univ Dept Comp & Syst Sci Stockholm Sweden

ISBN: (纸本)9783031713323;9783031713330

Drug-drug interactions (DDIs) pose significant risks to patients, ranging from adverse effects to fatal outcomes. Preventing these issues depends on providing caregivers with timely information on DDIs and offering viable alternative options. Currently, there is a gap in the formal specifications of systems designed to alert caregivers about potential DDIs. This gap hinders the development of further support, such as algorithms that can recommend alternative drugs. This study adopts the Design Science approach, defining a formal knowledge graph to capture DDIs. Then, algorithms are defined to identify drug interactions and suggest alternative medications with less severe consequences. As a proof of concept, we implemented our approach using Neo4j and Python, transforming data from the Swedish DDIs database. The implementation was applied to real care session data in the healthcare region of Stockholm for a randomly selected day, focusing on instances where caregivers prescribed drugs with severe DDIs. Validation occurred through expert interviews, discussing the correctness and utility of the approach. Results indicate that our graph-based model effectively supports the development of systems that alert caregivers to potential DDIs and recommend alternative drugs with reduced interactions. To the best of our knowledge, this paper introduces the first graph-based model serving as a blueprint for developing DDI systems. This model enables systems to i) warn caregivers about the presence of DDIs in prescribed drugs and ii) assess the availability of alternative drugs with less severe interactions, providing recommendations.

关键词： knowledge graphs recommendation systems drug-drug interactions

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From Value Streams and Capability Maps to Protocol Models and Back 14th

From Value Streams and Capability Maps to Protocol Models an...

引用

14th International Symposium on business Modeling and Software Design (BMSD)

作者： Roubtsova, Ella Open Univ Netherlands Valkenburgerweg 177 NL-6419 AT Heerlen Netherlands

ISBN: (纸本)9783031640728;9783031640735

Value Streams with supporting Capability Maps are a popular trend in modern enterprise architecture design. However, the existing definition of a capability as a collection of selected functionality is imprecise and often results in unmanageable capabilities and capability maps. Conceptual and process models, which are traditionally used to select functionality for system modules are considered too detailed at the strategic level, where capabilities are represented. This paper defines requirements and constraints for manageable capabilities and capability maps. The paper also proposes a method for the design of manageable capabilities and capability maps. This method employs the definition of requirements and constraints, as well as protocol modeling, to achieve this goal. Protocol models of capabilities are defined at the level of business objects and functionality chunks. The composition technique inherent to protocol modeling allows for the seamless movement of business objects and functional chunks between capabilities, thus facilitating the design of a manageable capability map. Furthermore, all protocol models of capabilities and capability maps can be simulated. The simulation process enables the identification of unmanageable and missing capabilities within a capability map. The proposed method can be employed as a reference for the design of manageable capability maps.

关键词： Enterprise Modeling Value Streams Design a Manageable Capability Map Protocol Models Simulation as Mental Management

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Multiple Use Case Analysis of an AI Hospital Using the AIDAF and Intelligence Amplification Design Canvas

Multiple Use Case Analysis of an AI Hospital Using the AIDAF...

引用

Enterprise Design, Operations, and Computing (EDOC) Forum / IDAMS Workshop / SoEA4EE Workshop / IRESEARCH Workshop / MIDas4CS Workshop

作者： Piest, Jean Paul Sebastian Jinzaki, Masahiro Masuda, Yoshimasa Toriya, Masako Nakamura, Osamu Toma, Tetsuya Univ Twente Drienerlolaan 5 NL-7522 NB Enschede Netherlands Keio Med Sch 35 ShinanomachiShinjuku Ku Tokyo 1608582 Japan Keio Sch Syst Design & Management 4-1-1 HiyoshiKohoku Ku Yokohama Kanagawa 2238526 Japan

ISBN: (纸本)9783031547119;9783031547126

In March 2023, the five-year AI Hospital Program in Japan was completed. Various AI-applications have been implemented in four model AI Hospitals. This paper contains the results of a multiple use case analysis of an AI Hospital using the AIDAF and the intelligence amplification design canvas. The aim of this research paper is two-fold to: 1) evaluate the utility of the AIDAF and intelligence amplification design canvas to analyse implemented AI-applications, and 2) conduct a multiple use case analysis in an AI Hospital. A focus group was created and developed a three-step process to analyse nine use cases and related AI-applications that have been implemented at Keio University Hospital using the AIDAF and intelligence amplification design canvas. First, each use case was analysed using the four guiding principles of the intelligence amplification design canvas. Second, conceptual representations were created for each use case. Third, an aggregated view of the AI Hospital was created. The results and findings were discussed in five focus group meetings. This study provides empirical support that theAIDAFand the intelligence amplification design canvas can effectively support the individual analysis of implemented AI-applications as well as conducting a multiple use case analysis. As such, this study provided insight in the current state of the AI Hospital and identified opportunities for extensions and future development in the second term of theAIHospital Program andOpenHealthcare Platform 2030 consortium. The current study was mainly based on qualitative analysis and comparison implemented AI-applications within a single organization and did not include in-depth user research. Future research may contribute to the analysis of similar use cases in other (AI-)hospitals to conduct a cross use case analysis.

关键词： AI Hospital Intelligence Amplification Design Canvas Enterprise Architecture Focus Group Multiple Use Case Analysis Digital Healthcare

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Adding Dynamic Simulation to business Process Modeling via System Dynamics

Adding Dynamic Simulation to Business Process Modeling via S...

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21st International Conference on business Process Management (BPM)

作者： Proper, H. A. Zhu, Q. Ravesteijn, J. P. P. Gielingh, W. TU Wien Vienna Austria HU Univ Appl Sci Utrecht Heidelberglaan 15 NL-3584 CS Utrecht Netherlands Real Capital Concepts BV Tijgervlinder 26 NL-3863 GP Nijkerk Netherlands

ISBN: (纸本)9783031509735;9783031509742

business process modeling and system dynamics are different approaches that are used in the design and management of organizations. Both approaches are concerned with the processes in, and around, organizations with the aim to identify, design and understand their behavior as well as potential improvements. At the same time, these approaches differ considerably in their methodological focus. While business process modeling specifically takes the (control flow of) business processes as its primary focus, system dynamics takes the analysis of complex and multi-faceted systems as its core focus. More explicitly combining both approaches has the potential to better model and analyze (by way of simulation) complex business processes, while specifically also including more relevant facets from the environment of these business processes. Furthermore, the inherent ability for simulation of system dynamics models, can be used to simulate the behavior of processes over time, while also putting business processes in a broader multi-faceted context. In this paper, we report on initial results on making such a more explicit combination of business process modeling and system dynamics. In doing so, we also provide a step-by-step guide on how to use BPMN based models and system dynamics models together to model and analyze complex business processes, while illustrating this in terms of a case study on the maintenance of building facades.

关键词： System Dynamics BPMN Facade Maintenance

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Cross-section of business Intelligence Projects: information Systems Success Perspective 23rd

Cross-section of Business Intelligence Projects: Information...

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23rd International Conference on Perspectives in business Informatics Research (BIR)

作者： Kvalberga, Dace Grabis, Janis Flex Bi Slokas Iela 32-3 LV-1048 Riga Latvia Riga Tech Univ Informat Technol Kalku 1 LV-1658 Riga Latvia

ISBN: (纸本)9783031713323;9783031713330

business Intelligence systems have become one of the most widely used information systems yet their efficient and successful usage requires advanced digital skills of business users, implementation team and digital transformation of organization in general. These requirements are particularly profound in implementation of self-service business intelligence solutions. In order to evaluate factors influencing success or failure of implementation of self-service business intelligence solutions, this paper adopts a modified DeLone and McLean IS success model. The modified model emphasizes importance of organizational factors and correlates user intent and satisfaction with leading and lagging indicators characterizing the implementation. The model is applied to analyze more than a hundred business intelligence implementation projects in small and medium size companies. An in-depth analysis of one successful project and one failed project is performed. The model offers a tool for business intelligence project management teams to increase success rates, to get insights from ongoing projects, to understand past failures and to plan better work for future projects.

关键词： business intelligence success model self-service

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