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

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Interrelation of Digitalization and Digital Transformation in a Maritime Company 13th

Interrelation of Digitalization and Digital Transformation i...

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13th International Conference on Software business

作者： Ulfsnes, Rasmus Moe, Nils Brede Hanssen, Geir Kjetil Buan, Thor Aleksander SINTEF Trondheim Norway

ISBN: (纸本)9783031207051;9783031207068

Many organizations must undergo digitalization and digital transformation (DT) simultaneously;in itself, either is daunting. For 15 months, we followed the ongoing digitalization and DT activities at a maritime company with over 3700 employees through a qualitative analysis of 20 interviews, a workshop, and several documents. We see how digitalization and DT are inherently interrelated;DT and digitalization have common enablers through technology such as AI, and common processes in continuous software development. They also share many challenges, including lack of resources and internal resistance against change. Through acquiring data in the digitalization of core services, companies can undergo DT by utilizing data in new and profound ways to build services with new value propositions. In conclusion, digitalization and DT are necessary for incumbent companies and require careful balancing of resources, competence, and technology.

关键词： Digitalization Digital transformation Product management

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Characterizing Maturity of Digital Transformation in Organizations - A Socio-technical Framework 21st

Characterizing Maturity of Digital Transformation in Organiz...

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21st International Conference on Perspectives in business Informatics Research (BIR) - business Informatics for Sustainable Innovation

作者： Paul, Fynn-Hendrik Brink, Henning Draxler-Weber, Nicole Osnabruck Univ D-49069 Osnabruck Germany

ISBN: (纸本)9783031169465;9783031169472

Digital technologies foster organizations to rethink their business models and socio-technical structures. Thus, digital transformation (DT) has become a compelling priority on organizations' agendas. To meet the new environment, well-considered actions must be initiated and monitored at the operational and strategic levels. Therefore, it requires an understanding of fields of action and possible trajectories of DT within different organizational dimensions. For this purpose, practitioners and academics have designed numerous digital maturity models to keep track of DT progress. Still, most models reveal an incomplete picture of the holistic and socio-technical nature of DT and organizations. This motivates us to answer: Which set of organizational dimensions and characteristics maps the holistic and socio-technical nature of DT in organizations? With a systematic literature review and a Delphi study, our paper aims to identify and validate relevant DT-related dimensions and characteristics. The result is a sociotechnical framework that serves as a pattern for (re)designing digital maturity models.

关键词： Digital transformation Digital maturity Framework

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Cauvery River: Path Dependence and Feedback in Water Sharing Conflicts 22nd

Cauvery River: Path Dependence and Feedback in Water Sharing...

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22nd International Conference on Group Decision and Negotiation (GDN)

作者： Sharma, Ajar Hipel, Keith W. Schweizer, Vanessa Univ Waterloo Dept Syst Design Engn Fac Engn Waterloo ON N2L 3G1 Canada Univ Waterloo Fac Environm Dept Knowledge Integrat Waterloo ON N2L 3G1 Canada

ISBN: (纸本)9783031079955;9783031079962

The concepts of Path Dependency and Leverage Points were used to better understand the complex Cauvery River dispute. Pierson's theories are used to examine and analyze the historical events of the system and potential feedback loops are identified and explained. Meadows' leverage points about this conflict are described in brief, and the reasoning behind their applicability is also explained. The approach identifies themajor positive feedback loops in the system and reveals a causal loop diagram.

关键词： Conflict resolution Path dependencies Positive feedback Causal loop diagram Cauvery river dispute

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A Data-Centric Approach to Design Resilient-Aware Process Models in BPMN

A Data-Centric Approach to Design Resilient-Aware Process Mo...

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

作者： Agostinelli, Simone De Luzi, Francesca di Canito, Umberto Ferraro, Jacopo Marrella, Andrea Mecella, Massimo Sapienza Univ Roma Rome Italy

ISBN: (纸本)9783031161711;9783031161704

The widespread diffusion of Internet-of-Things (IoT) technologies is prompting organizations to rethink their business processes (BPs) towards incorporating the data collected from IoT devices directly into BP models for improved effectiveness and timely decision making. Nonetheless, IoT devices are prone to failure due to their limitations in terms of computational power and energy autonomy, leading to compromise the availability and quality of the collected data, with the risk to prevent the correct execution of the entire BP. To mitigate this issue, resilience is a feature that any data-aware BP should support at design-time, by focusing on the role of available - as an alternative to unreliable data as a resource for increasing BP robustness to failures. In this paper, we formalize an approach for designing and evaluating resilient-aware BP models in BPMN (business Process Modeling and Notation) through a maturity model that takes into account their degree of awareness through levels of resilience, which can be computed using the provided formalization. In addition, we show how to extend the metamodel of BPMN 2.0 to address the proposed resiliency levels, and we investigate the feasibility of the approach through a user evaluation.

关键词： Internet of things

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Predicting the State of a House Using Google Street View An Analysis of Deep Binary Classification Models for the Assessment of the Quality of Flemish Houses 16th

Predicting the State of a House Using Google Street View An ...

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16th International Conference on Research Challenges in information Sciences (RCIS)

作者： Geerts, Margot Shaikh, Kiran De Weerdt, Jochen Vanden Broucke, Seppe Katholieke Univ Leuven Naamsestr 69 B-3000 Leuven Belgium UGent Tweekerkenstr 2 B-9000 Ghent Belgium

ISBN: (纸本)9783031057601;9783031057595

Currently, the state of a house is typically assessed by an expert, which is time and resource intensive. Therefore, an automatic assessment could have economic, social and ecological benefits. Hence, this study presents a binary classification model using transfer learning to classify Google Street View images of houses. For this purpose, a three-by-three analysis is conducted that allows to compare three different network architectures and three differently-sized data sets, using properties located in Leuven, Belgium. A DenseNet201 architecture was found to work best, as illustrated quantitatively as well as by means of state-of-the-art explainability methods.

关键词： Google Street View Real estate Deep learning Convolutional neural networks Transfer learning

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Understanding Customer-Induced Orchestration of Services: A Review of Drivers and Concepts 24th

Understanding Customer-Induced Orchestration of Services: A ...

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24th International Conference on business information Systems (BIS)

作者： Viana, Julio Alt, Rainer Reinhold, Olaf Social CRM Res Ctr Leipzig Germany Univ Leipzig Leipzig Germany

ISBN: (纸本)9783031042164;9783031042157

Service Innovation plays an important role in research and practice and enabled the surge of new concepts that changes the focus from a product-oriented approach to a service-oriented approach. However, further developments place the customer in the center of company-client relationships. The recent advances in customer data analysis and the positioning of customers as company's co-creators led to the development of a new concept called Customer-induced Orchestration of Services. The novelty of the topic requires further studies and a deeper understanding of the interdisciplinary concepts around it. This paper identifies the main drivers and concepts, allowing a more holistic view on the topic. The results support further research, as well as the development of a framework or method for the application of Customer-induced Orchestration of Services, which enables more transparency and control for customers.

关键词： Customer-induced orchestration of services Service innovation Customer orientation Platform economy Decentralization

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Drawing Attention on (Visually) Competitive Online Shopping Platforms - An Eye-Tracking Study Analysing the Effects of Visual Cues on the Amazon Marketplace 21st

Drawing Attention on (Visually) Competitive Online Shopping ...

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21st International Conference on Perspectives in business Informatics Research (BIR) - business Informatics for Sustainable Innovation

作者： Beser, Alper Sengewald, Julian Lackes, Richard Tech Univ Dortmund D-44227 Dortmund Germany

ISBN: (纸本)9783031169465;9783031169472

Amazon has become the market leader among online shopping platforms. Potential customers can search for products on Amazon and compare different offers. However, the highly (visually) competitive marketplace can make it difficult for sellers to stand out from the crowd. In an eye-tracking experiment, we investigate how visual cues (e.g. "Bestseller" badge) influence customers' behaviour by attracting attention, and how they affect their product choice. The experiment with a sample size of N = 60 participants was conducted on a German university campus. With the obtained eye-tracking data, we use a lognormal mixed-effects model and perform a logistic regression for estimating the effects of visual cues on Amazon search pages. The results indicate that visual cues marginally influence the viewing duration and decision time of customers but can have a considerable impact on the product choice.

关键词： E-commerce Online shopping platforms Customer engagement Customer attention Eye-tracking

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Computer Model for Assessment and Visualization of Specific Absorption Rate of Electromagnetic Field, Generated by Smartphone 12th

Computer Model for Assessment and Visualization of Specific ...

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12th International Symposium on business Modeling and Software Design (BMSD)

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

ISBN: (纸本)9783031115103;9783031115097

The widespread and prolonged use of smartphones in recent years has led to the exposure of the human body to signals in the radio frequency range. It raises many questions about the impact of these technologies on humans. The effect of radiation is assessed with the dosimetric parameter Specific Absorption Rate - SAR. To evaluate and visualize SAR in the depths of the human head, this article has created and verified a computer model using COMSOL Multiphysics software. The model takes into account the specific characteristics of the human head and the parameters of a working smartphone and has great opportunities for visualization of absorption processes. It is also suitable for studying the effects of radio waves on humans. With its help it is possible to assess and visualize the thermal effect in depth of the human head caused by the use of a smartphone.

关键词： Smartphone Computer model Specific absorption rate Electromagnetic field Thermal effect

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Autonomous Object Detection Using a UAV Platform in the Maritime Environment 16th

Autonomous Object Detection Using a UAV Platform in the Mari...

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16th International Conference on Research Challenges in information Sciences (RCIS)

作者： Vasilopoulos, Emmanuel Vosinakis, Georgios Krommyda, Maria Karagiannidis, Lazaros Ouzounoglou, Eleftherios Amditis, Angelos Inst Commun & Comp Syst ICCS Athens 15773 Greece

ISBN: (纸本)9783031057601;9783031057595

Maritime operations vary greatly in character and requirements, ranging from shipping operations to search and rescue and safety operations. Maritime operations rely heavily on surveillance and require reliable and timely data that can inform decisions and planning. Critical information in such cases includes the exact location of objects in the water, such as vessels, persons and others. Due to the unique characteristics of the maritime environment the location of even inert objects changes through time, depending on weather conditions, water currents etc. Unmanned aerial vehicles (UAV) can be used to support maritime operations by providing live video streams and images from the area of operations. Machine learning algorithms can be developed, trained and used to automatically detect and track objects of specific types and characteristics. Within the context of the EFFECTOR project we developed and present here an embedded system that employs machine learning algorithms, allowing a UAV to autonomously detect objects in the water and keep track of their changing position through time. The system is meant to supplement search and rescue, as well as maritime safety operations where a report of an object in the water needs to be verified with the object detected and tracked, providing a live video stream to support decision making.

关键词： Maritime UAV UxV Object detection Object tracking Machine learning Situational awareness Computer vision

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Agile Innovation Through business Process Management: Realizing the Potential of Digital Transformation 12th

Agile Innovation Through Business Process Management: Realiz...

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12th International Symposium on business Modeling and Software Design (BMSD)

作者： Kirchmer, Mathias Univ Penn BPM D Affiliated Fac Philadelphia PA 19104 USA Univ Penn Org Dynam Philadelphia PA 19104 USA

ISBN: (纸本)9783031115103;9783031115097

Companies must apply their innovation capabilities in an agile way to achieve an immediate impact while preparing for disruptive improvements. This is especially important for digital transformations which deliver their value through the resulting business processes. business process management (BPM) as a management discipline helps to address these needs. Correctly set up, the BPM Discipline delivers more than just efficiencies, quality, or compliance. It establishes an agile and focused innovation capability within an organization. Process management delivers process innovation in the form of new or enhanced business processes, organizes the way organizations address innovation, and helps manage the innovation process. This paper examines the relationship between process management and innovation. It shows how the discipline of BPM becomes a major enabler of agile innovation that delivers the full potential of digital transformation initiatives.

关键词： BPM business process management Design thinking Digitalization Digital transformation Innovation Innovation process Process design Process innovation Process of process management

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