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Towards Ontology-Based Validation of EA Principles 15th

Towards Ontology-Based Validation of EA Principles

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15th IFIP WG 8.1 Working Conference on the Practice of Enterprise Modelling (PoEM)

作者： Montecchiari, Devid Hinkelmann, Knut FHNW Univ Appl Sci & Arts Northwestern Switzerlan Windisch Switzerland UNICAM Univ Camerino Sch Sci & Technol Camerino Italy Univ Pretoria Dept Informat Pretoria South Africa

ISBN: (纸本)9783031214875;9783031214882

This research demonstrates the feasibility of using enterprise ontologies as representation formalism for automated validation of Enterprise Architecture (EA) principles. EA Principles are usually described in natural language, while the Enterprise Architecture is represented with graphical models. As both are intended for human interpretation, it requires humans to validate whether EA Principles are satisfied by an Enterprise Architecture. This is a complex and time-consuming process. We describe a step-by-step procedure for transforming the knowledge of Enterprise Architecture models and the vocabulary of EA Principles into the ArchiMEO ontology, which allows for automated validation. The approach is evaluated in two case studies. They confirm that an ontology-based validation of EA Principles is applicable in reality.

关键词： Enterprise architecture Knowledge engineering Enterprise ontology SBVR EA principles

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An Agile Approach for Managing Microservices-Based Software Development: Case Study in FinTech 18th

An Agile Approach for Managing Microservices-Based Software ...

引用

18th European, Mediterranean, and Middle Eastern Conference on information Systems (EMCIS)

作者： Vu H A Nguyen Banking Univ Ho Chi Minh City Ho Chi Minh City Vietnam Catholic Univ Louvain LouRIM CEMIS Ottignies Belgium

ISBN: (纸本)9783030959470;9783030959463

Digital transformation requires FinTech organizations to be agile and apply innovative approaches and flexible architectures that allow the delivery of new digital services to their clients, partners, and employees. To consolidate this perspective, this paper proposes an agile approach using organization modeling techniques to illustrate all management processes and disciplines in microservices-based FinTech software development. On the one hand, agile methods are development processes to drive the system life cycle in terms of incremental and iterative engineering techniques. On the other hand, microservices architecture offers nimble, scalability, and faster deployment life-cycle and the ability to provide solutions using a blend of different technologies. Typically, such methods are well-suited for implementing and adapting software processes management to cope with stakeholders' requirements and expectations immediately into the development life cycle.

关键词： Agile Microservices FinTech

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ICT and Creativity: How ICT Impacts Creativity in a Saudi University 18th

ICT and Creativity: How ICT Impacts Creativity in a Saudi Un...

引用

18th European, Mediterranean, and Middle Eastern Conference on information Systems (EMCIS)

作者： Almatrodi, Ibrahim King Saud Univ Riyadh Saudi Arabia

ISBN: (纸本)9783030959470;9783030959463

This paper discusses how information, Communication and Technology (ICT) systems interact with and impact creativity in one higher education institution at Saudi Arabia. It adopts a qualitative case study methodology and utilizes the organizational creativity theory, which guides the data collection and analysis. The study finds that personality, cognition, and motivation play a role in the impact of ICT on creativity in a major Saudi university. It is useful and beneficial for organizations to understand how ICT impacts creativity in order to be competitive and ensure growth in their industries. Through ICT, universities have become more innovative in their administrative and academic functions;this is important for stakeholders in order to gain benefits from ICT systems in key areas, such as creativity. This study is useful in enabling university managers and employees, as well as ICT specialists, to gain an overall view of the consequences of implementing ICT in universities in a country like Saudi Arabia.

关键词： ICT Organizational creativity Case study Universities

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On the Performance Analysis of the Adversarial System Variant Approximation Method to Quantify Process Model Generalization 1

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3rd International Conference on Process Mining (ICPM)

作者： Theis, Julian Mokhtarian, Ilia Darabi, Houshang Univ Illinois Dept Mech & Ind Engn 842 West Taylor St Chicago IL 60607 USA

ISBN: (数字)9783030985813

ISBN: (纸本)9783030985813;9783030985806

Process mining algorithms discover a process model from an event log. The resulting process model is supposed to describe all possible event sequences of the underlying system. Generalization is a process model quality dimension of interest. A generalization metric should quantify the extent to which a process model represents the observed event sequences contained in the event log and the unobserved event sequences of the system. Most of the available metrics in the literature cannot properly quantify the generalization of a process model. A recently published method called Adversarial System Variant Approximation leverages Generative Adversarial Networks to approximate the underlying event sequence distribution of a system from an event log. While this method demonstrated performance gains over existing methods in measuring the generalization of process models, its experimental evaluations have been performed under ideal conditions. This paper experimentally investigates the performance of Adversarial System Variant Approximation under non-ideal conditions such as biased and limited event logs. Moreover, experiments are performed to investigate the originally proposed sampling parameter value of the method on its performance to measure the generalization. The results confirm the need to raise awareness about the working conditions of the Adversarial System Variant Approximation method and serve to initiate future research directions.

关键词： Process Mining Conformance Checking Generalization Generative Adversarial Networks

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Design and Validation of a Capability Measurement Instrument for DevOps Teams A Participatory Action Research Approach 23rd

Design and Validation of a Capability Measurement Instrument...

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23rd International Conference on Agile Software Development (XP)

作者： Plant, Olivia H. van Hillegersberg, Jos Aldea, Adina Univ Twente Ind Engn & Business Informat Syst Enschede Netherlands Quint Nederland BV Oude Molen 1 Amstelveen Netherlands Tilburg Univ JADS St Janssingel 92 Den Bosch Netherlands LeanIX Prins Bernhardpl 200 Amsterdam Netherlands

ISBN: (纸本)9783031081699;9783031081682

This paper reports on the design and validation of a capability measurement instrument for software delivery teams that make use of the DevOps approach. The instrument is based on the results of a systematic literature review and was developed and validated by involving a total of five domain experts and conducting a field study among six DevOps team members. To this end, we used qualitative and survey-based data collection methods from participatory action research as well as design science. The resulting instrument encompasses five dimensions, covering seventeen capabilities and thirty-eight associated practices. The practices are evaluated on five capability levels. The results of the validation process indicate clear agreement of the domain experts and team members with all aspects of the instrument. As a contribution to practice, this research offers a pragmatic tool for IS practitioners which provides insight into the status of their DevOps transformation and offers directions for improving DevOps team performance. Furthermore, this research contributes to the ongoing research stream on DevOps by providing novel insights into the nature of DevOps capabilities and their potential configurations.

关键词： DevOps IS capabilities Measurement instrument development DevOps teams Agile

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Investigating Differential Privacy Outcomes 23rd

Investigating Differential Privacy Outcomes

引用

23rd International Conference on Enterprise information Systems (ICEIS)

作者： Hasuda, Davi Grossi Bezerra, Juliana de Melo ITA Dept Comp Sci Sao Jose Dos Campos Brazil

ISBN: (纸本)9783031089657;9783031089640

Personal information is an important asset nowadays. Based on customers' data, organizations are able to improve products and services, to customize solutions and to propose new ones. Privacy threats can arise from internal or external sources, having intentional or unintentional motivation. Differential Privacy (DP) is an approach that aims to utilize data while protecting the privacy of individuals. The general idea behind DP is to add noise in data in a way to keep privacy. In this paper, we provide a practical vision of DP. We introduce the D coefficient, which is an approach proposed to aid the understanding of the epsilon parameter of DP. We also conduct experiments with the four data analysis algorithms, in a way to compare the accuracy of each algorithm when applying DP. We found that the D coefficient plays an important role of setting a tangible interpretation for the amount of privacy provided by each DP mechanism. Moreover, we confirmed the consistency of the DP mathematical definition, which gives more confidence and clarity in the trade off between privacy and data utility.

关键词： Privacy Differential privacy Classification algorithms Data analysis

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Blockchain Technology and Waste Management: A Systematic Literature Review 18th

Blockchain Technology and Waste Management: A Systematic Lit...

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18th European, Mediterranean, and Middle Eastern Conference on information Systems (EMCIS)

作者： Dondjio, Irenee Themistocleous, Marinos Univ Nicosia Nicosia Cyprus

ISBN: (纸本)9783030959470;9783030959463

Population growth and increased trash generation are expected to worsen living conditions in LCDs. However, waste management organizations have been hindered by a lack of stakeholder participation and coordination as well as obsolete disposal methods. By automating the collection and transportation of rubbish, current technology only aids to reducing human participation. People could be more engaged in waste management activities if they were remunerated for it. The enabling system should automatically record significant activities and respond appropriately. The blockchain technology could be the solution as it may help waste management by increasing public knowledge, transparency, and stakeholder confidence. This study looks at how the blockchain technology could improve waste management by increasing public awareness, transparency, and trust among stakeholders. By ensuring immutability using a cryptographically secure distributed ledger system, blockchain links people, processes, and technical developments. Through a systematic literature review on blockchain technology deployment in waste management, this research seeks to add to the content of previous studies and to enlighten the path for future studies. Furthermore, the study's findings will help addressing research gaps on using new technology to conserve the environment. They would also help authorities and politicians to raise awareness and involve stakeholders in social issues.

关键词： Blockchain Waste management Incentive models LDC's

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Generating Low-Code Applications from Enterprise Ontology 15th

Generating Low-Code Applications from Enterprise Ontology

引用

15th IFIP WG 8.1 Working Conference on the Practice of Enterprise Modelling (PoEM)

作者： Krouwel, Marien R. Land, Martin Op ' T. Proper, Henderik A. Capgemini Netherlands POB 2575 NL-3500 GN GN Utrecht Netherlands Maastricht Univ Maastricht Netherlands Antwerp Management Sch Boogkeers 5 B-2000 Antwerp Belgium Luxembourg Inst Sci & Technol Esch Sur Alzette Luxembourg TU Wien Vienna Austria

ISBN: (纸本)9783031214875;9783031214882

Due to factors such as hyper-competition, increasing expectations from customers, regulatory changes, and technological advancements, the conditions in which enterprises need to thrive become increasingly turbulent. As a result, enterprise agility, or flexibility, becomes an increasingly important determinant for enterprise success. Since information System (IS) development often is a limiting factor in achieving enterprise flexibility, enterprise flexibility and (automated) IS flexibility cannot be viewed separately and choices that regard flexibility should not be left to developers. By taking a Model-based Engineering (MBE) approach, starting from ontological models of the enterprise and explicit organization design decisions, we bridge the gap from organizational flexibility to (automated) IS flexibility, in such a way that IT is no longer the limiting factor for enterprise flexibility. Low-code technology is a growing market trend that builds on MBE concepts. In this paper, we report on an mapping for (the automation of) the creation of a Mendix low-code application from the ontological model of an enterprise, while also accommodating the required organizational implementation flexibility. Even though the algorithm has been tested successfully on multiple cases, supporting all possible organizational flexibility seems to be an NP-hard problem, and more research is required to check the feasibility and usability of this approach.

关键词： Enterprise ontology DEMO MBE Low code Mendix

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Exploiting Instance Graphs and Graph Neural Networks for Next Activity Prediction 1

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3rd International Conference on Process Mining (ICPM)

作者： Chiorrini, Andrea Diamantini, Claudia Mircoli, Alex Potena, Domenico Polytech Univ Marche Dept Informat Engn Ancona Italy

ISBN: (数字)9783030985813

ISBN: (纸本)9783030985813;9783030985806

Nowadays, a lot of data regarding business process executions are maintained in event logs. The next activity prediction task exploits such event logs to predict how process executions will unfold up until their completion. The present paper proposes a new approach to address this task: instead of using traces to perform predictions, we propose to use the instance graphs derived from traces. To make the most out of such representation we train a message passing neural network, specifically a Deep Graph Convolutional Neural Network to predict the next activity that will be performed in the process execution. The experiments performed show promising performance hinting that exploiting information about parallelism among activities in a process can induce a performance improvement in highly parallel process.

关键词： Deep Learning next activity prediction Predictive Process Monitoring Graph Neural Networks Process Mining

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Smart Government and Smart Citizens as a Smart Cities Building Blocks. A Survey 18th

Smart Government and Smart Citizens as a Smart Cities Buildi...

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18th European, Mediterranean, and Middle Eastern Conference on information Systems (EMCIS)

作者： Krauze-Maslankowska, Patrycja Univ Gdansk Armii Krajowej 101 PL-81824 Sopot Poland

ISBN: (纸本)9783030959470;9783030959463

IT systems are an integral part of modern cities, managed by public administration units, equipped with tools allowing for taking efficient and accurate actions. The idea of creating smart cities, equipped with innovative technological solutions, is increasingly becoming the subject of strategic assumptions of many cities around the world. This means that a smart city is not only a vision of a well-managed city responding to the changing needs of its inhabitants, but also real activities that are becoming better and better suited to the specific economic, environmental and social conditions of a given place. The goal of this paper is to identify and find actions for better management of smart governance and smart citizens. To accomplish this goal, the survey was conducted among 280 Polish cities. The questionnaire was filled by public administration staff responsible for smart cities strategy and concept. The results allow to formulate conclusions that most of the actions oriented to smart governance are related to e-services, social participation, social media and civic budget. In the case of smart citizens, workshops and training were the most frequently indicated. The so-called city labs in the context of smart citizens were indicated mainly by representatives of large cities. Moreover, it has been proved that smart governance and smart citizens are the domain of big cities rather than medium and small units.

关键词： Smart cities Smart government Smart citizens

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