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

共 8647 条记录，以下是171-180 订阅

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Reproducibility of Firmware Analysis: An Empirical Study 14th

Reproducibility of Firmware Analysis: An Empirical Study

引用

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

作者： Yousefnezhad, Narges Costin, Andrei Binare Io Jyvaskyla Finland Univ Jyvaskyla Jyvaskyla Finland

ISBN: (纸本)9783031640728;9783031640735

Firmware analysis methods are crucial for IoT security, yet their reproducibility-the ability to replicate results in subsequent research-has not been thoroughly examined. This study addresses this gap by empirically analyzing the reproducibility of three methods in two key applications of firmware analysis: third-party library identification and binary image base determination. We then evaluate the original studies on each of these methods, using two reproducibility assessment techniques, providing insights into the challenges and opportunities related to reproducibility in firmware analysis. Our findings highlight the current reproducibility status of these methods and offer guidance for improving the reliability of research in this field.

关键词： firmware binary analysis reproducibility empirical research IoT-based software

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Towards Responsible Digital Twins

Towards Responsible Digital Twins

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

作者： Milosevic, Zoran van Schalkwyk, Pieter Deontik Brisbane Qld Australia XMPRO Dallas TX USA XMPRO Sydney NSW Australia

ISBN: (纸本)9783031547119;9783031547126

A digital twin is a virtual representation of real-world entities and processes, synchronized at a specified frequency and fidelity. The capability of digital twins is continually evolving from simple decision support, via decision augmentation for end users to autonomous decision automation. This evolution is enabled by increasingly sophisticated technologies used by digital twins, e.g. advanced analytics, IoT and AI. In many applications, multiple digital twins can be used to address different system functionality, and composed as required, leading to potentially quite complex technical systems. Digital twins further increasingly require explicit consideration of socio-economic factors, to ensure building responsible digital twin solutions, minimizing potential harm for the users. This paper discusses how such socio-economic factors, particularly the enterprise, legal and ethics policies and various value constraints, can be gradually transformed into a set of governance rules for building, operating and evolving responsible digital twin solutions and ecosystems. These policies include voluntary type of rules, e.g. digital ethics norms, as well as regulatory policies, which impose formal legal obligations, e.g. legislative and regulatory mechanisms. We use two application domains at two ends of the complexity spectrum, namely personalized health care and renewable energy, to illustrate our approach.

关键词： Digital Twins Machine Learning Artificial Intelligence complex system computable policy obligations prohibitions accountability ethics

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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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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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Empirical Evidence of DMN Errors in the Wild - An SAP Signavio Case Study

Empirical Evidence of DMN Errors in the Wild - An SAP Signav...

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21st International Conference on business Process Management (BPM)

作者： Corea, Carl Kampik, Timotheus Delfmann, Patrick Univ Koblenz Koblenz Germany SAP Signavio Berlin Germany

ISBN: (纸本)9783031509735;9783031509742

While the Decision Model and Notation standard (DMN) is considered to be an increasingly popular standard, there is a broad consensus that human modelling errors can easily occur in the creation of DMN models. Yet, while this consensus is clear, there is only limited evidence of which error types exactly may occur in practice. In this work, we therefore present some empirical evidence on DMN errors in the wild. Specifically, we analyze the SAP-SAM dataset by SAP Signavio, containing over 500 000 real-world conceptual models. Our results show that modelling errors, such as missing rules, occur frequently in real-life settings (36.1% of all models contained some form of issue). Furthermore, we analyze the distribution of which error types have occurred (relative to an existing classification of DMN error types from a previous work). To the best of our knowledge, this is the largest DMN study conducted to date (N = 5 668 DMN models).

关键词： Decision Model and Notation (DMN) Modelling Errors Case Study

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Can Gamification Motivate Doctors' Online Contributions? Empirical Evidence from an Online Healthcare Platform in China 23rd

Can Gamification Motivate Doctors' Online Contributions? Emp...

引用

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

作者： Cheng, Zhiying Wang, Zilong Yang, Hualong Guangdong Univ Technol 161 Yinglong Rd Guangzhou 510520 Peoples R China

ISBN: (纸本)9783031602634;9783031602641

Online healthcare has enormous potential in optimizing the allocation of medical resources and alleviating the shortage of medical resources in China. As providers of medical services and knowledge on online healthcare platforms, doctors' active contributions are key to the long-term development of these platforms. To incentivize doctors to contribute online, an increasing number of online healthcare platforms are introducing gamification mechanisms. However, it is currently unclear whether and how gamification impacts doctors' online contributions. To investigate this research question, this study built an empirical model based on self-determination theory and social exchange theory. Data from doctors in China's largest online medical platform were collected to validate the impact of gamified achievements on their online contributions. Our findings reveal that doctors' gamified achievements on the platform have a significant positive impact on their online contributions;external rewards received by doctors on the platform (economic and reputation rewards) mediate the relationship between doctors' gamified achievements and their online contributions. Furthermore, this study confirms that doctors' professional status can moderate the relationship between external rewards received by doctors and their online contributions. The results of this study can help us better understand the functions of gamification, provide insights for optimizing the operations of online healthcare platforms, enhancing doctors' understanding of platform mechanisms, and assisting patients in making better decisions when selecting doctors.

关键词： Online healthcare gamification doctor's contribution behavior

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Process-Led Digital Transformation: Mastering the Journey Towards the Composable Enterprise 14th

Process-Led Digital Transformation: Mastering the Journey To...

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

作者： Kirchmer, Mathias Scheer Amer Inc Saarbrucken Germany Univ Penn Philadelphia PA 19104 USA Widener Univ Philadelphia PA 19013 USA

ISBN: (纸本)9783031640728;9783031640735

Digital transformation is a key topic for most organizations, leading to the development of a "composable enterprise" that adopts seamlessly to changing business conditions. However, how can this transformation happen without over-whelming the organization? Process-led digital transformation provides an answer to this question. It helps to prioritize processes to achieve best value, touch the process during the transformation the right way and sustains the achieved results. Process-led transformation helps to standardize, optimize and innovate processes, as required by the overarching strategy and the related business model.

关键词： AI business Process Management Composable Enterprise Digital Transformation Innovation Optimization Process Design Process Governance Reference Models Standardization

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Pricing and Recycling Decisions in a Closed-Loop Supply Chain with Self-recycling by the Cosmetic Brand Owner 1

引用

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

作者： Zhou, Qi Li, Xiaoke Zhu, Longyu Wang, Tianxin Wang, Min Nanjing Univ Aeronaut & Astronaut Coll Econ & Management Nanjing 211106 Peoples R China

ISBN: (数字)9783031602641

ISBN: (纸本)9783031602634;9783031602641

To investigate the pricing and recycling decisions of supply chain members when the cosmetic brand owner conducts self-recycling, we consider a closed-loop supply chain consisting of a cosmetic brand owner and a retailer. We first derive the optimal decisions of the supply chain members using the backward induction. Then, we conduct the sensitivity analysis on some critical parameters and compare the brand owner's and the retailer's pricing decisions as well as the market demand for their products. The results show that the cost of production and the cost-saving of the cosmetic brand owner through recycling are related to the decision making of supply chain members. Based on the above study, we provide theoretical support for the cosmetic supply chain members to make more appropriate and profitable decisions.

关键词： Supply chain management Pricing Recycling Remanufacturing

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Research on the Development of Chinese Industrial Products e-Commerce Based on Text Mining 1

引用

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

作者： Sun, Zhaoyang Zong, Qi Mao, Yuxin Wu, Gongxing China Natl Inst Standardizat High Tech Standardizat Res Inst Beijing 100191 Peoples R China Zhejiang Gongshang Univ Sch Management & Ebusiness Hangzhou 310018 Peoples R China

ISBN: (数字)9783031603242

ISBN: (纸本)9783031603266;9783031603242

Policy and report texts related to industrial products e-commerce carry rich and important information, which are crucial for the government to formulate relevant policies and enterprises to plan development paths. In order to study and grasp the development status of China's industrial products e-commerce, 18 industrial e-commerce policy texts and 10 industrial e-commerce reports are deeply mined and analyzed by using text mining methods. Firstly, natural language processing technology is used to pre-process the industrial products commerce-related policy and industry report text data. Then, word frequency statistics and TF-IDF keyword extraction are carried out, and the results of word frequency statistics are displayed visually. Then the feature set is obtained by combining the manual screening method, and the original text corpus is used as the training set using the skip-gram model in word2vec, and the feature words are transformed into word vectors in the multi-dimensional space. Finally, use the k-means clustering algorithm to group the features. The research results based on text mining provide supportive decisions for promoting the development of China's industrial products e-commerce industry.

关键词： Industrial products e-commerce E-Commerce platform Text mining Policy analysis

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Generative AI for BPMN Process Analysis: Experiments with Multi-modal Process Representations 23rd

Generative AI for BPMN Process Analysis: Experiments with Mu...

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

作者： Dolha, Damaris Naomi Buchmann, Robert Andrei Babes Bolyai Univ Fac Econ & Business Adm St T Mihali 58-60 Cluj Napoca 400591 Romania

ISBN: (纸本)9783031713323;9783031713330

Advocating a convergence between generative AI and BPMN-based process analysis, this study reports on experiments with multi-modal business process representations. By leveraging the capabilities of the Bee-Up modeling tool for RDF serialization and the standard XML export of SAP Signavio, the report probes into the generative AI ability of BPMN interpretation according to these different serializations. In addition, the deployment of multi-modal AI - that directly processes image inputs - transcends traditional constraints of machine readability of BPMN diagrams. For prompt engineering, we employ a combined strategy utilizing semantic processing offered by Ontotext GraphDB integrated with LLM services from OpenAI, which, applied on RDF representations of BPMN, can push the boundaries of natural language interactions with visual process models. The investigation experiments with the interpretation of BPMN process models through such AI-based user interactions, highlighting possibilities of integrating conversational AI with the business Process Management lifecycle. Assessments of outcomes are based on the RAGAs framework.

关键词： BPMN Generative AI RDF XML Bee-Up Signavio RAGAs

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