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

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Analyzing Behavior in Cyber-Physical Systems in Connected Vehicles: A Case Study

Analyzing Behavior in Cyber-Physical Systems in Connected Ve...

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21st International Conference on business Process Management (BPM)

作者： Beyel, Harry H. Makke, Omar Gusikhin, Oleg van der Aalst, Wil M. P. Rhein Westfal TH Aachen Chair Proc & Data Sci Aachen Germany Ford Global Data Insight & Analyt Dearborn MI USA

ISBN: (纸本)9783031509735;9783031509742

Cyber-physical systems embedded in various areas connected to the internet generate unprecedented volumes of data. Humans frequently interact with these systems, thus allowing companies to analyze the data and gain valuable insights into user-product interactions. To analyze the underlying behavior recorded in data, process-mining techniques can be used. However, to apply process mining, the low-level measurements have to be transformed into an event log. In this work, we analyze enriched and transformed connected-vehicle data dealing with an assistance system using process-mining techniques. We analyze the time spent in states of the system, compare behavior between different models using Kruskal-Wallis' and Dunn's test, and discover reasons for state switching. We demonstrate how companies can apply process mining on data collected by internet-of-things devices to understand the usage, ratify system requirements, and develop their products.

关键词： Connected vehicle Continuous Data Sensor Data Process Mining Process Enhancement Case Study

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Non-Automata Based Conformance Checking of Declarative Process Specifications Based on ASP

Non-Automata Based Conformance Checking of Declarative Proce...

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21st International Conference on business Process Management (BPM)

作者： Kuhlmann, Isabelle Corea, Carl Grant, John Univ Hagen Artificial Intelligence Grp Hagen Germany Univ Koblenz Inst IS Res Koblenz Germany Univ Maryland Dept Comp Sci College Pk MD USA Univ Maryland UMIACS College Pk MD USA

ISBN: (纸本)9783031509735;9783031509742

We investigate the use of Answer Set Programming (ASP) for the problem of conformance checking of LTL-based Declarative Process Specifications. In particular, we propose ASP solutions that are independent of automata. That is: in related works, the semantics of the declarative process specifications are often captured by means of finite state automata. This means that for conformance checking, the constraints of the specification first have to be transformed into a corresponding automata representation, which introduces a computational burden. In this work, we present a new ASP-based approach which encodes the constraint semantics directly and therefore can be used to check conformance without the need of performing automata operations. We implement our approach and perform experiments with reallife datasets, comparing our approach to a selection of state-of-the-art approaches. Our experiments show that our approach can outperform existing approaches in some cases. Furthermore, our approach can easily be extended to check whether the considered constraint sets are satisfiable (i.e., consistent).

关键词： Conformance Checking Declarative Process Specifications Answer Set Programming

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Evaluating ArchiMate for Modelling IoT Systems 16th

Evaluating ArchiMate for Modelling IoT Systems

引用

16th IFIP WG 8.1 Working Conference on the Practice of Enterprise Modeling (PoEM) - Enterprise Modeling in the Circular Economy

作者： Verhasselt, Yara Stirna, Janis Serral, Estefania Katholieke Univ Leuven Warmoesberg 26 B-1000 Brussels Belgium Stockholm Univ Stockholm Sweden

ISBN: (纸本)9783031485824;9783031485831

The Internet of Things (IoT) is a disruptive technology that allows connecting physical objects with the digital world. This challenges organizations in adjusting their Enterprise Architecture (EA) for adopting the IoT technology to improve their operations andmaximize their value. Considering the complexity of such changes, a suitable modelling language must be used for EA design and documentation. ArchiMate, being a de facto standard for EA modelling, has already been used for modelling IoT systems, however, it is not used in a consistent manner and different extensions have been proposed to address limitations identified in specific domains. Based on the most common practices reported in the literature, we propose and evaluate a set of guidelines for modelling IoT elements in ArchiMate. The guidelines are evaluated by performing qualitative research based on case studies. The evaluation shows that ArchiMate is suitable for modelling IoT systems, but only at the conceptual level. When technical details are required, extensions to the standard may be needed. In addition, domain-specific limitations such as the lack of showing time-based communication and redundancy in an industry context are identified.

关键词： Enterprise Architecture Enterprise Modeling IoT Internet of Things

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Artificial Intelligence Procurement Assistant: Enhancing Bid Evaluation 14th

Artificial Intelligence Procurement Assistant: Enhancing Bid...

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14th International Conference on Software business (ICSOB)

作者： Waseem, Muhammad Das, Teerath Paloniemi, Teemu Koivisto, Miika Rasanen, Eeli Setala, Manu Mikkonen, Tommi Jyvaskyla Univ Fac Informat Technol Jyvaskyla Finland Solita Tampere Finland

ISBN: (纸本)9783031532269;9783031532276

In modern business, maintaining competitiveness and efficiency necessitates the integration of state-of-the-art technology. This paper introduces the Artificial Intelligence Procurement Assistant (AIPA), an advanced system co-developed with Solita, a Finnish software company. AIPA leverages Large Language Models (LLMs) and sophisticated data analytics to enhance the assessment of procurement call bids and funding opportunities. The system incorporates LLM agents to enhance user interactions, from intelligent search execution to results evaluation. Rigorous usability testing and real-world evaluation, conducted in collaboration with our industry partner, validated AIPA's intuitive interface, personalized search functionalities, and effective results filtering. The platform significantly streamlines the identification of optimal calls by synergizing LLMs with resources from the European Commission TED and other portals. Feedback from the company guided essential refinements, particularly in the performance of ChatGPT agents for tasks like translation and keyword extraction. Further contributing to its scalability and adaptability, AIPA has been made open-source, inviting community contributions for its ongoing refinement and enhancement. Future developments will focus on extensive case studies, iterative improvements through user feedback, and expanding data sources to further elevate its utility in streamlining and optimizing procurement processes.

关键词： Data Analytics

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Why Does Perceived Humanness Predict AI Use Intention? The Mediating Roles of Perceived Values and Perceived Risk 1

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

作者： Xia, Tian Kong, Xiangyin Mai, Qiang Guo, Huijing Liu, Xiaoxiao Harbin Inst Technol Sch Management Harbin 150001 Peoples R China Harbin Engn Univ Sch Management Harbin 150001 Peoples R China China Univ Min & Technol Sch Econ & Management Xuzhou 221116 Jiangsu Peoples R China Xi An Jiao Tong Univ Sch Management Xian 710049 Peoples R China Xi An Jiao Tong Univ China Inst Hosp Dev & Reform Xian 710049 Peoples R China

ISBN: (数字)9783031602603

ISBN: (纸本)9783031602597;9783031602603

Nowadays artificial intelligence (AI) has been widely used in the healthcare industry. AI can provide improved healthcare services by advancing technologies and individuals expect AI's human-like responses. This study aims to understand how the perceived humanness of AI influences individuals' use intention of AI in health consultations. In view of the influencing mechanism model, this study carries out an in-depth study. This study develops a model to explore the relationship among perceived humanness, AI use intention, perceived values (utilitarian value and hedonic value), and perceived risk (PR). Meanwhile, it tests the mediating roles of perceived values and perceived risk on the relationship between perceived humanness and AI use intention. 275 university students were involved in this study. Results show that perceived utilitarian value and perceived hedonic value fully mediate the relationship, while perceived risk could not showa significant effect. This study shows evidence of why designing AI with perceived humanness increases users' intention in health consultations.

关键词： AI Perceived Humanness Perceived Values Perceived Risk

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User Experience of VR Sports: A Uses and Gratifications View 23rd

User Experience of VR Sports: A Uses and Gratifications View

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

作者： Chen, Hong Tampere Univ Kalevantie 4 Tampere 33100 Finland

ISBN: (纸本)9783031603266;9783031603242

Virtual reality (VR) sports have become a new phenomenon in sports. We have witnessed an increase in VR sports among individual participants in their casual lives during and after the COVID-19 pandemic. However, there is a lack of a deep understanding of the user experience in VR sports usage in casual life at the individual participant level. To address the above research gap, this research explores the user experience of VR sports based on a uses and gratifications perspective via interviews among twelve VR sports users. The present research provides a deep understanding of the user experience of VR sports usage by identifying four gratifications in VR sports usage that meet users' psychological needs. The four gratifications are hedonic gratification, utilitarian gratification, technology gratification, and social gratification.

关键词： User experience VR sports Digital Sports Uses and gratifications theory

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Enhancing Doctor Performance on Online Health Platforms: The Role of Service Diversity and Differentiation in Patient Choice 23rd

Enhancing Doctor Performance on Online Health Platforms: The...

引用

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

作者： Wang, Zixuan Deng, Zhaohua Fan, Guorui Huazhong Univ Sci & Technol Sch Management Wuhan 430074 Peoples R China

ISBN: (纸本)9783031602597;9783031602603

Amidst growing competition on evolving online health platforms, enhancing patient choice and doctor performance is increasingly crucial. This paper aims to explore the influence of service diversity and differentiation in doctor services on patient choice. After collecting data from the platform "HaoDF" and processing the data to screen for outliers, negative binomial regression was utilized for stepwise regression analysis, in which the moderating effects of the degrees of internal and external competition are also considered. The results show that service diversity, service differentiation and their interaction term all have a significant effect on patient's choice positively, with the degrees of internal and external competition enhancing their impacts. This study highlights that for doctors on online platforms, diversifying and differentiating services is key to attracting patients and outperforming in competitive settings, providing an important practical reference for doctors and online health platforms to attract more patients and maximize economic benefits.

关键词： service diversity service differentiation patient choice online medical services competition

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A Bibliometric Analysis of Location-Based Social Networks and Applications: Research Trends and Future Challenges 1

引用

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

作者： Liu, Lin Yao, Xiaoyu Anhui Agr Univ Coll Resources & Environm 130 Changjiangxilu Hefei Anhui Peoples R China Univ Sci & Technol China Sch Management Jinzhai Rd 96 Hefei Anhui Peoples R China

ISBN: (数字)9783031602641

ISBN: (纸本)9783031602634;9783031602641

Location-based social networks (LBSN) have undergone rapid development over the past decade, garnering extensive attention from scholars in various research domains. However, the current status and overarching trends in the field of LBSN and relevant applications remain unclear, and key research hotspots and keywords are yet to be distinctly identified. This bibliometric study delves into the expansive realm of LBSN, uncovering research trends and future challenges. This study aims to address these issues by analyzing 1,099 high-quality articles from the Web of Science database between 2010 and 2023, and the analytical tools are CiteSpace and VOSviewer. The study unveiled pressing challenges confronting LBSN research, such as privacy concerns, the integration of emerging technologies, and the imperative for interdisciplinary collaboration. These challenges present promising opportunities for future exploration and innovation within the LBSN domain. As a roadmap for future research endeavors, this analysis guides researchers to Supporting socially marginalized communities, discovering and preventing of public health issues, and integrating and organizing multimodal geographic information.

关键词： bibliometric analysis Location-based social network Geo-social network Geo-privacy smart city

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Navigating Event Abstraction in Process Mining: A Comprehensive Analysis of Sub-problems, Data, and Process Characteristic Considerations

Navigating Event Abstraction in Process Mining: A Comprehens...

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21st International Conference on business Process Management (BPM)

作者： Lim, Jungeun Song, Minseok Pohang Univ Sci & Technol Dept Ind & Management Engn Pohang South Korea

ISBN: (纸本)9783031509735;9783031509742

Process mining technologies assume event logs with an appropriate level of granularity, but many systems generate low-level event logs, resulting in complex process models. Event abstraction addresses this issue by transforming low-level event logs into abstracted event logs, enabling the derivation of business-level process models. However, practitioners often struggle to choose suitable event abstraction methods. This is primarily due to the lack of comparative studies that analyze the differences between methods and the insufficient information regarding the data and relevant process characteristics to be considered. This study conducts a comprehensive literature reviewon event abstraction to overcome these challenges. The review focuses on summarizing specific sub-problems in event abstraction, identifying types of data that can be utilized, and highlighting important process characteristics that should be considered. The insights and guidance provided by this review will be valuable to practitioners seeking to select and implement effective event abstraction techniques.

关键词： Event Abstraction Hierarchical Process Model Literature Review

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A Systematic Approach to Derive Conceptual Models from BPMN Models 14th

A Systematic Approach to Derive Conceptual Models from BPMN ...

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

作者： Lopes, Ricardo Araujo, Joao da Silveira, Denis Silva Sardinha, Alberto NOVA Sch Sci & Technol NOVA LINCS Caparica Portugal Univ Fed Pernambuco UFPE Recife Brazil Pontificia Univ Catolica Rio de Janeiro PUC Rio Rio De Janeiro Brazil

ISBN: (纸本)9783031640728;9783031640735

In the digital systems industry, there is a critical intersection between business process modeling and software engineering. This means that companies need to coordinate and align both business process models and conceptual models. However, responsibilities are often divided within the companies, with individuals having expertise in only one of these areas. This division makes the transition from business process models, typically represented as BPMN diagrams, to Conceptual Models, represented as UML Class Diagrams, a challenging task. The difficulty arises from the intrinsic differences between the two notations. This paper proposes an approach to address this problem by developing a software system that leverages the capabilities of OpenAI's ChatGPT to extract contextual information from BPMN diagrams and generate corresponding UML Class Diagrams. This approach provides a systematic method for transforming business process models into software-based conceptual models. Furthermore, it demonstrates the potential of Artificial Intelligence in automating the complex task of software engineering when combined with business process management.

关键词： business Process Model Notation (BPMN) Conceptual Model Large Language Models Model Driven Development

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