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

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Defining Process Performance Measures in an Object-Centric Context

Defining Process Performance Measures in an Object-Centric C...

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20th International Conference on business Process Management (BPM) / business Process Management (BPM) Forum

作者： Estrada-Torres, Bedilia del-Rio-Ortega, Adela Resinas, Manuel Univ Seville Dept Lenguajes & Sistemas Informat Seville Spain Univ Seville Inst I3US SCORE Lab Seville Spain

ISBN: (纸本)9783031253829;9783031253836

The calculation and analysis of process performance indicators (PPIs) and, in particular, the customized performance measures defined to measure a specific process domain, provide insight into whether a business process's results align with the strategic objectives within an organization. These measures and PPIs can be calculated using process execution data. This data is traditionally structured in such a way that for each process instance (case), there is a case notion (object), for example, the order in a purchasing process. Recently, the object-centric approach introduced the multiple case notion, i.e., the idea that several objects can be associated in the execution of tasks of one or several process instances, which better reflects what happens in reality. However, this approach generates more complex event logs that include data involving interacting instances and complex data dependencies. These changes impact the types of PPIs that can be defined and should therefore be analyzed in detail from a different perspective than the traditional one. In this paper, we focus on the PPI modeling area. In particular, we aim at extending the classical definition of PPIs for an object-centric context. For this purpose, we analyze how different customized performance measures are defined in the traditional context and identify a set of requirements to define those measures in an object-centric context. In addition, we propose to extend the established PPINOT metamodel, focused on the definition of PPIs, to integrate the identified requirements, thus laying the groundwork for the automatic calculation of such PPIs.

关键词： Performance measurement Process performance indicators Multiple case notion Object-centric

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A Web-Based Approach for Traceability in Rule-Based business information Systems 13th

A Web-Based Approach for Traceability in Rule-Based Business...

引用

13th International Symposium on business Modeling and Software Design (BMSD)

作者： Rutledge, Lloyd Berghuis, Brent Lim, Kelvin Soerokromo, Mark Open Univ Netherlands Heerlen Netherlands

ISBN: (纸本)9783031367564;9783031367571

We present how Web standards and technologies can implement traceability in business rules. This enhances transparency of business systems with facilitated integration of system components and data. Such traceability provides end-users access to source documents describing rules and facts that apply to users. This helps both users and developers ensure that how systems work aligns with documentation they derive from. Important features of Web standards include, links to document fragments, and links from not just concepts but assertions about them. In addition, a shared identifier infrastructure enables the integration of these functions of the document and Semantic Webs. We investigate how and to what degree conforming tools for existing standards can implement this communication between these layers. Analysis of how these standards and their applied components work here provides insight into what traceable business rule implementation requires in general. Our approach is to implement an illustrative scenario with standards to demonstrate their utility and provide insights into the issues involved. This scenario comes from the General Data Protection Regulation (GDPR), which related work often uses in examples of business rule implementation.

关键词： business rules Traceability Semantic Web Web standards

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A Proposal for Intent-Based Configuration of ICT Components

A Proposal for Intent-Based Configuration of ICT Components

引用

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

作者： Sadouki, Kaoutar CNAM CEDRIC Paris France

ISBN: (纸本)9783031268854;9783031268861

My doctoral research proposal is a cross-field project between information Systems (IS) architecture and Distributed Systems Computing applied to Industry 4.0 (I4.0) applications. It combines the configuration of information and Communication Technologies (ICT) (e.g., smart IoT devices) like I4.0 components with a business delivery orientation. The scientific problem of this Ph.D. project is the lack of interconnectivity and alignment of I4.0 ICT to the business strategy and business intents. The notion of intent is very crucial regarding business requirements, as it allows all devices and the equipment under consideration to be connected to business and other needs, the notion has already gained traction in many fields, for instance, Intent-Based Networking (IBN) allows the configuration of the physical and virtual network infrastructure depending on business strategies requirements. To our knowledge, the components of I4.0 applications have not leveraged this important concept yet. Therefore, our objective is to encompass both business strategy and digital technologies deployed to support the I4.0 vision using an intentional perspective, to facilitate the use and configuration of I4.0 components through the automation of administration, and, flexible on-demand reconfiguration.

关键词： Industry 4.0 information and Communication Technology Intent-Based Approach

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GeoSoft: A Language for Soft Querying FeaturesWithin GeoJSON information Layers 1

引用

17th International Conference on Web information Systems and Technologies (WEBIST)

作者： Fosci, Paolo Marrara, Stefania Psaila, Giuseppe Univ Bergamo DIGIP Viale Marconi 5 I-24044 Dalmine BG Italy Cefriel Viale Sarca 226 I-20126 Milan Italy

ISBN: (数字)9783031241970

ISBN: (纸本)9783031241963;9783031241970

GeoJSON has become one of the most popular format for representing spatial information. Its popularity is due to the fact that it relies on JSON as hosting syntactic structure. Currently, querying in an effective way a GeoJSON document, to extract features of interests, can be hard, for various reasons. In this paper, we propose a domain-specific language named GeoSoft: it is a high-level tool that hides details of the GeoJSON format, which enables soft querying of features, to express imprecise queries. The paper shows that a GeoSoft query can be effectively and automatically translated into a J-CO-QL script, which is executed by the J-CO Framework, i.e., the execution engine we chose for GeoSoft.

关键词： GeoJSON documents Soft querying of GeoJSON documents Fuzzy J-CO-QL queries

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Semantic Label Representations with Lbl2Vec: A Similarity-Based Approach for Unsupervised Text Classification 1

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17th International Conference on Web information Systems and Technologies (WEBIST)

作者： Schopf, Tim Braun, Daniel Matthes, Florian Tech Univ Munich Dept Comp Sci Boltzmannstr 3 Garching Germany Univ Twente Dept High Tech Business & Entrepreneurship Drienerlolaan 5 Enschede Netherlands

ISBN: (数字)9783031241970

ISBN: (纸本)9783031241963;9783031241970

In this paper, we evaluate the Lbl2Vec approach for unsupervised text document classification. Lbl2Vec requires only a small number of keywords describing the respective classes to create semantic label representations. For classification, Lbl2Vec uses cosine similarities between label and document representations, but no annotation information. We show that Lbl2Vec significantly outperforms common unsupervised text classification approaches and a widely used zero-shot text classification approach. Furthermore, we show that using more precise keywords can significantly improve the classification results of similarity-based text classification approaches.

关键词： Natural language processing Unsupervised text classification Text representations Text similarity Semantic label representations

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A Model of a Multi-sensor System for Detection and Tracking of Vehicles and Drones 13th

A Model of a Multi-sensor System for Detection and Tracking ...

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13th International Symposium on business Modeling and Software Design (BMSD)

作者： Garvanov, Ivan Garvanova, Magdalena Borissova, Daniela Garvanova, Gabriela Univ Lib Studies & Informat Technol Sofia Bulgaria Bulgarian Acad Sci Inst Informat & Commun Technol Sofia Bulgaria

ISBN: (纸本)9783031367564;9783031367571

This paper proposes a model of a multi-sensor system for detection and tracking of road vehicles and drones, based on developed original methods and algorithms for signal and data processing, which is a fundamental scientific task. The proposed model uses the polar Hough transform to combine the heterogeneous data in a multi-sensor system.

关键词： Smart cities Air traffic management Computer model

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Challenges in Incorporating Sustainability Practices in the Software Lifecycle 1

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15th International Conference on Software business-ICSOB-Annual

作者： Bamiduro, Mercy Fatima, Iffat Lago, Patricia Vos, Sophie Vrije Univ Amsterdam Amsterdam Netherlands Accenture Amsterdam Netherlands

ISBN: (数字)9783031858499

ISBN: (纸本)9783031858482;9783031858499

As software becomes more integral to daily life and business operations, its sustainability impact is increasing, and increasingly recognized. This study investigates the key challenges hindering stakeholders from adopting and implementing sustainability practices within organizations. To this aim, we interview 15 practitioners in two organizations to identify the challenges in sustainability adoption and implementation of sustainability practices in the daily workflow of software professionals. Our results highlight the practical challenges, recommendations, and benefits of implementing sustainability practices in real-world organizational settings. Lack of sustainability prioritization, knowledge awareness, measurement tools, scarce resources, and organizational culture are the key challenge areas. By balancing priorities, the investment in sustainability education and tool support coupled with cultural change and resource-rich incentivization programs can motivate practitioners to use sustainability practices. If so, organizations could save money and energy, improve overall productivity, and foster personal satisfaction.

关键词： Sustainability Software Development Life Cycle (SDLC) Stakeholder Perspectives Challenges

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Automated Intelligent Assistance with Explainable Decision Models in Knowledge-Intensive Processes

Automated Intelligent Assistance with Explainable Decision M...

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20th International Conference on business Process Management (BPM) / business Process Management (BPM) Forum

作者： Goossens, Alexandre Maes, Ulysse Timmermans, Yves Vanthienen, Jan Katholieke Univ Leuven LIRIS Leuven Belgium

ISBN: (纸本)9783031253829;9783031253836

Predictive monitoring techniques increasingly contain explainability aspects to instill trust in the end-users. However, it currently remains difficult to clearly communicate to the end-user how and why a certain outcome is obtained in a knowledge-intensive process. One improvement is the representation of decisions using executable Decision Model and Notation (DMN) models. These allow to automatically construct an intelligent assistant that reasons directly with any DMN model to provide such explanations. This paper examines the added value of a generic intelligent assistant, based on a DMN model of a decision. A preliminary experiment was conducted using two different explanation sources (text and intelligent assistant) to evaluate the explanation facilities of an automated DMN intelligent assistant. The first findings from this ongoing research provide insights into how organizations could easily provide stakeholders with explainable decisions in processes.

关键词： DMN Explainability Intelligent assistants

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Video Going Viral: Subjective Emotional Clash vs. Objective Emotional Assertion 1

引用

22nd Wuhan International Conference on E-business (WHICEB)

作者： Wu, Jiang Yang, Yaxuan Sun, Pu Zhang, Mengxi Wuhan Univ Sch Informat Management 299 Bayi Rd Wuhan 430072 Peoples R China Wuhan Univ Ctr Studies Informat Resources 299 Bayi Rd Wuhan 430072 Peoples R China

ISBN: (数字)9783031322990

ISBN: (纸本)9783031322983;9783031322990

As online video has gradually become the main channel for information dissemination and marketing advertising, it is necessary to determine which factors will affect the diffusion of video on the website further. The research goal of this paper is to explore what kind of title can help online videos attract more views. The research takes 49989 videos in bilibili as the research object, analyzes the relationship between the emotional polarity expressed in the title text and the number of views the video gets, and explores the role of personal pronouns play in the relationship. The results show that no matter whether the video titles contain positive or negative emotions, the video titles with higher polarity of these emotions can get more attention. In addition, those video titles that use personal pronouns also get more attention. Simultaneously, the use of personal pronouns moderates the impact of title's sentiment polarity. The conclusion provides guidance for video publishers who produce content and helps them get more attention.

关键词： Viewership Virality Video diffusion Emotion polarity Personal pronouns

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Learning-Aided Adaptation - A Case Study from Wellness Ecosystem

Learning-Aided Adaptation - A Case Study from Wellness Ecosy...

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

作者： Roychoudhury, Suman Selukar, Mayur Kholkar, Deepali Suraj Choudhary, Namrata Kulkarni, Vinay Reddy, Sreedhar Tata Consultancy Serv Res Pune Maharashtra India

ISBN: (纸本)9783031268854;9783031268861

Modern businesses are being subjected to an unprecedented variety of change drivers that cannot be predicted such as new regulations, emerging business models, and changing needs of stakeholders. This creates new demands on enterprises to meet stated goals in a dynamic and uncertain environment that translate to demands on the enterprise's software systems. In our earlier work, we proposed an architecture for dynamic adaptation under uncertainty. In this paper, we provide validation of our adaptation architecture through a case study of a wellness ecosystem comprising multiple stakeholders with evolving goals and behavior that need to be continuously learnt and adapted. We present experimentation results from our case study that serve as an initial step towards validating our approach.

关键词： Software adaptation Digital twin Reinforcement learning

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