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检索条件"丛书名=Lecture Notes in Business Information Processing 256"

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An ESG Metrics Management System for Sustainable Financial System

An ESG Metrics Management System for Sustainable Financial S...

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

作者： Yu, Mingqin Univ New South Wales Sydney NSW 2052 Australia

ISBN: (纸本)9783031547119;9783031547126

Climate change risks permeate all economic sectors [1]. As Environmental, Social, and Governance (ESG) initiatives expand and reporting obligations adapt to the dynamic evolution of ESG, several challenges arise. There is a pressing demand for tools that address these ESG-related deficiencies, data infrastructure challenges, and technical constraints while enhancing domain expertise engagement. In our research, we design top-down architecture and framework to serve and satisfy ESG user requirements among jurisdictions and guide bottom-up ESG data infrastructure. In addition, we define the nature of the ESG analytic data pipeline, embedding models and metrics. Our contribution will lay on three aspects. First, our research shed light on sustainable financial systems' framework and architecture development, especially ESG services for decision-making and disclosure. Second, our ESG analytics data pipeline design assists ESG data infrastructure development. Last but not least, our research mitigates misrepresenting the ESG concept and fragmentation of ESG terminology.

关键词： ESG Metrics ESG Indicator Ontology-Based Data Pipeline Sustainable Financial System Framework Risk Management

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Paving the Path Towards Platform Engineering Using a Comprehensive Reference Model

Paving the Path Towards Platform Engineering Using a Compreh...

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

作者： van de Kamp, Ruben Bakker, Kees Zhao, Zhiming Univ Amsterdam Multiscale Networked Syst NL-1098 XH Amsterdam Netherlands Wehkamp NL-8021 EV Zwolle Netherlands LifeWatch Virtual Lab & Innovat Ctr VLIC NL-1098 XH Amsterdam Netherlands

ISBN: (纸本)9783031547119;9783031547126

Amidst the growing popularity of platform engineering, promising improved productivity and enhanced developer experience through an engineering platform, e.g., an Internal Developer Platform (IDP), this paper addresses the prevalent challenge of a lack of a shared understanding in the field and the complications in defining effective, customized strategies. Introducing a definitive Platform Engineering Reference Model (PE-RM) based on the Reference Model for Open Distributed processing (RM-ODP) framework to provide a common understanding. This model offers a structured framework for software organizations to create tailored platform engineering strategies and realize the full potential of platform engineering. By facilitating a shared vocabulary and providing a roadmap for implementation, this paper aims to mitigate prevailing complexities and accelerate the adoption and effectiveness of platform engineering across organizations, showcasing the added value.

关键词： Platform engineering Reference model System modeling Cloud infrastructure Development Lifecycle

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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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Research on the Influence Mechanism of Blind Box Product Characteristics on Consumers' Purchase Intention 1

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

作者： Zhan, Linmei Xiong, Ying China Univ Geosci Econ & Management Coll Wuhan Peoples R China

ISBN: (数字)9783031602603

ISBN: (纸本)9783031602597;9783031602603

In recent years, blind boxes have won the favor of consumers by virtue of their mysterious and uncertain features as well as their delicate and lovely shapes, and have become a social bond between young consumer groups. Based on the SOR model, this paper introduces consumer sentiment and product involvement as mediating and moderating variables to construct a theoretical model for the study of the influence mechanism of blind box product characteristics on consumer purchase intention. The results show that the uncertainty, sociality, aesthetics and interestingness of the blind box have a positive effect on consumer purchase intention, and the two dimensions of consumer emotions (pleasure and arousal) play a mediating role. The product involvement negatively moderates the effect of the sociality, aesthetics and interestingness of the blind box on consumers' purchase intention, but its moderating effect is not significant in the effect of the uncertainty of the blind box on consumer purchase intention.

关键词： Blind box Purchase intention Consumer sentiment Product involvement

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Design and Development of a Digital Twin Prototype for the SAFE Project

Design and Development of a Digital Twin Prototype for the S...

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

作者： De Donato, Massimo Callisto Corradini, Flavio Fornari, Fabrizio Re, Barbara Romagnoli, Matteo Univ Camerino Sch Sci & Technol Dept Comp Sci Via Madonna Carceri 7 Camerino Italy

ISBN: (纸本)9783031547119;9783031547126

The rapid advancements in digital technologies have paved the way for the development and utilization of digital twins that allow bridging the gap between physical systems and their virtual representations. This digital twin concept is gaining importance especially in the design of complex IoT and Cyber-Physical systems. At design time a digital twin can in fact be used to represent the to-be system reflecting its characteristics in the digital world and especially to conduct simulations before the system is actually implemented. This paper reports about an approach for the design and implementation of a Digital Twin Prototype for a project involving an IoT life-saving system designed to support the rescue operation of people during a seismic event. The approach as well as the software tool can be adopted to other IoT or Cyber-Physical systems.

关键词： Digital Twin Digital Twin Prototype Internet of Things 3D Modelling 3D Simulation

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

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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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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...

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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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Incorporating Ethical Aspects in information Systems Requirements Engineering 23rd

Incorporating Ethical Aspects in Information Systems Require...

引用

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

作者： Levina, Olga Brandenburg Univ Appl Sci Brandenburg Germany

ISBN: (纸本)9783031713323;9783031713330

Ethical considerations in software requirements engineering are a critical but often overlooked aspect of the software development process. However, requests for transparency and autonomy in the way IT artefacts are designed, described, used, applied and integrated in the everyday life are getting more pressing within the society. In this research, the process of software engineering is taken as an illustrative model for the proactive incorporation of ethical principles in the system design within the design of a software artefact. Specifically, the phase of requirements elicitation and analysis are expanded with ethical aspects, since that is where the first steps of the software construction as an artefact are initiated and the first common ground of understanding is achieved. Being rooted in the security engineering, the SQUARE process is expanded to provide a basic structure for incorporating of ethical aspects into software design. By doing so, the social and moral values become central to the design and development of new technologies.

关键词： System design ethics value-oriented design requirements engineering

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Research on Hybrid Teaching Model of Strategic Management from the Ecological Perspective 1

引用

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

作者： Ma, Haiyan Chi, Maomao Yang, Fei China Univ Geosci Wuhan Hubei Peoples R China

ISBN: (数字)9783031602603

ISBN: (纸本)9783031602597;9783031602603

The rapid development of digital technology has made the hybrid teaching mode combining online learning and face-to-face teaching a new learning paradigm. In this paper, we firstly sort out the background of the hybrid teaching mode of strategic management. Then from the ecological view, it constructs a hybrid teaching model dominated by the concept of student-centered value co-creation with digital technology as the soft foundation and teachers' professionalism as the hard foundation. Thirdly, the paper takes strategic management course for undergraduate students in context of digital transformation of Chinese education as an example to analyze the course organization of hybrid teaching model. It provides reference for the implementation of hybrid teaching of strategic management and related business courses.

关键词： Hybrid Courses Strategic Management Teaching Model Ecological Perspective Value Co-creation

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Predictive Analytics for Object-Centric Processes: Do Graph Neural Networks Really Help?

Predictive Analytics for Object-Centric Processes: Do Graph ...

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21st International Conference on business Process Management (BPM)

作者： Galanti, Riccardo de Leoni, Massimiliano IBM Corp Reggio Emilia Italy Univ Padua Padua Italy

ISBN: (纸本)9783031509735;9783031509742

The object-centric process paradigm is increasingly gaining popularity in academia and industry. According to this paradigm, the process delineates through the parallel execution of different execution flows, each referring to a different object involved in the process. Object interaction is present, and takes place through bridging events where these parallel executions synchronize and exchange data. However, the complex intricacy of instances of such processes relating to each other via many-to-many associations makes a direct application of predictive process analytics approaches designed for single-id event logs impossible. This paper reports on the experience of comparing the predictions of two techniques based on gradient boosting or the Long Short-Term Memory (LSTM) network against two based on graph neural networks. The four techniques were empirically evaluated on event logs related to two real object-centric processes, and more than 20 different KPI definitions. The results show that graph-based neural networks generally perform worse than techniques based on Gradient Boosting. Considering that graph-based neural networks have training times that are 8-10 times larger, the conclusion is that their use does not seem to be justified.

关键词： Predictive Analytics Object-centric Processes Machine Learning Graph Neural Networks Gradient Boosting

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