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

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Verifying Guideline Compliance in Clinical Treatment Using Multi-perspective Conformance Checking: A Case Study 1

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3rd International Conference on Process Mining (ICPM)

作者： Grueger, Joscha Geyer, Tobias Kuhn, Martin Braun, StephanA Bergmann, Ralph Univ Trier Business Informat Syst 2 Trier Germany German Res Ctr Artificial Intelligence DFKI Trier Germany Univ Hosp Munster Dept Dermatol Munster Germany Heinrich Heine Univ Med Fac Dept Dermatol Dusseldorf Germany

ISBN: (数字)9783030985813

ISBN: (纸本)9783030985813;9783030985806

Clinical guidelines support physicians in the evidence-based treatment of patients. The technical verification of guideline compliance is not trivial, since guideline knowledge is usually represented textually and none of the approaches to computer-interpretable guideline representation has yet been able to establish itself. Due to the procedural nature of treatment sequences, this case study examines the applicability of a guideline process model to real hospital data for verification of guideline compliance. For this purpose, the limitations and challenges in the transformation of clinical data into an event log and in the application of conformance checking to align the data with the guideline reference model are investigated. As a data set, we use treatment data of skin tumor patients from a cancer registry enriched by hospital information system data. The results show the difficulty of applying process mining to medically complex and heterogeneous data and the need for complex preprocessing. The variability of clinical processes makes the application of global conformance checking algorithms challenging. In addition, the work shows the semantic weakness of the alignments and the need for new semantically sensitive approaches.

关键词： Process mining Multi-perspective Conformance checking Clinical guidelines Guideline compliance

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Factors that Affects the Use of AI Agents in Adaptive Learning: A Sociomaterial and Mcdonaldization Approach in the Higher Education Sector 18th

Factors that Affects the Use of AI Agents in Adaptive Learni...

引用

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

作者： Kazoun, Nahil Kokkinaki, Angelika Chedrawi, Charbel Univ Nicosia Sch Business PhD Programme Nicosia Cyprus Univ Nicosia Sch Business Nicosia Cyprus St Joseph Univ Fac Business & Management Beirut Lebanon

ISBN: (纸本)9783030959470;9783030959463

In the Higher Education Sector (HES), we see increasingly Artificial Intelligent (AI) agents in the form of chatbots or interactive virtual agents indistinguishable from people and a unique example of human-machine interaction using natural language processing. They are becoming one of the main technological tools to ensure accreditation and e-learning, while providing better adaptive learning. This conceptual paper aims to examine the factors that affect the intention to use AI agents/chatbots for adaptive learning in HEI from a sociomateriality perspective taking into consideration the mcdonaldization effect. An extended UTAUT (Unified Theory of Acceptance and Use of Technology) model is proposed to be evaluated in the HES context.

关键词： Higher education sector Higher education institution AI agents Chatbots Sociomateriality Macdonaldization UTAUT

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Specification of Passive Test Cases Using an Improved T-EARS Language 14th

Specification of Passive Test Cases Using an Improved T-EARS...

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14th International Conference on Software Quality (SWQD)

作者： Flemstrom, Daniel Afzal, Wasif Enoiu, Eduard Paul Malardalen Univ Vasteras Sweden

ISBN: (纸本)9783031041150;9783031041143

Test cases that only observe the system under test can improve parallelism and detection of faults occurring due to unanticipated feature interactions. Traditionally, such passive test cases have been challenging to express, partly due to the use of complex mathematical notations. The T-EARS (Timed Easy Approach to Requirements Syntax) language prototype was introduced to respond to this and has received positive feedback from practitioners. However, the prototype suffered from few deficiencies, such as allowing non-intuitive combinations of expressions and usage of temporal specifiers that quickly got difficult to understand. This paper builds on the T-EARS prototype and input from experienced testers on a previous iteration of the language. The collected experience was applied to a new prototype using a structured update process, including a set of system-level requirements from a vehicular software system. The results include a new, improved grammar for the T-EARS language and a description of the evaluation semantics.

关键词： Semantics

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Modeling User Engagement Profiles for Detection of Digital Subscription Propensity 18th

Modeling User Engagement Profiles for Detection of Digital S...

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

作者： Misiorek, Pawel Warmuz, Jakub Kaczmarek, Dominik Ciesielczyk, Michal Poznan Univ Tech Fac Comp & Telecommun Inst Comp Ul Piotrowo 2 PL-61138 Poznan Poland Deep BI Poland Warsaw Poland

ISBN: (纸本)9783030959470;9783030959463

In this paper, we study how the application of a dynamic user engagement profiling can influence the efficiency of systems aimed at detecting the user's propensity to buy a subscription. Specifically, we address a task of identifying the digital media readers who are involved enough in the publisher's offer to pay for access to the content of a given webpage. We present the user engagement profile updating framework responsible for enriching raw events with time-agnostic temporal features. In particular, we experimentally evaluate the performance of machine learning algorithms for the task of predicting the user propensity to subscribe using the synthetic dataset based on publicly available data streams on users of KKBox's music service. Additionally, we provide the results of online tests in which the propensity-to-subscribe prediction model is used to control the paywall displays on a digital media website with live traffic. The results of experiments have proven that enrichment of data with engagement profiles leads to higher performance of prediction models than relying just on raw features and tuning the model's hyperparameters.

关键词： Big data User engagement modeling User profiling Subscription for digital content Streaming data processing

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Toward an Agile Product Management: What Do Product Managers Do in Agile Companies? 23rd

Toward an Agile Product Management: What Do Product Managers...

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23rd International Conference on Agile Software Development (XP)

作者： Tkalich, Anastasiia Ulfsnes, Rasmus Moe, Nils Brede SINTEF N-7034 Trondheim Norway

ISBN: (纸本)9783031081699;9783031081682

The product manager (PM) role is well established in leading technological companies, such as Google, Amazon, Microsoft, and Facebook. PMs are responsible for integrating technical, design, and business perspectives when developing software products and product portfolios. In agile methods (e.g., Scrum), similar responsibilities are linked to the Product Owner (PO) role. In contrast, in large-scale agile, one can find both Product Owners and product managers who sometimes compete. Despite the widespread adoption of the product manager role, the attention toward it in the agile academic community has been surprisingly limited. In this multiple case study, we analyzed 17 interviews with 11 product managers from four agile companies. We found that the PMs facilitated continuous product experimentation and innovation, supported the product teams, and engaged in additional activities to achieve optimal product development. Our summary of the product management activities can guide product managers working in agile companies.

关键词： Agile Product manager Innovation Product discovery Continuous improvement Lean startup Scaled agile framework Product owner

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Online Training of Employees of the Enterprises in the Creative Economy: Benefits and Features 14th

Online Training of Employees of the Enterprises in the Creat...

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14th PLAIS EuroSymposium on Digital Transformation (PLAIS)

作者： Danylevych, Nataliia Rudakova, Svetlana Poplavska, Oksana Shchetinina, Liudmyla Rudakov, Oleksandr Kyiv Natl Econ Univ 54-1 Prospect Perem UA-03057 Kiev Ukraine LINIA KINO Ltd Ukrainian League Ind & Entrepreneurs 34B Predslavinska St UA-03150 Kiev Ukraine

ISBN: (纸本)9783031230110;9783031230127

The development of a new global ecosystem increases requirements for the continuous refreshing of knowledge and expanding the skills of all employees throughout their working lives. In the conditions of individualization and isolation of society, the expansion of the IT-technologies usage makes it possible to simplify the task of creating such a system and make the learning process accessible to every employee. The purpose of the article is to analyze the effectiveness of online training for personnel of companies in the creative sector of the economy of Ukraine. To evaluate the effectiveness of online learning, a survey was carried out among companies that belong to the creative economy of Ukraine. The purpose of the survey was to determine the level of satisfaction of the management with the results of employee training and development management system in their companies. The survey was conducted in parallel, from December 2021 to January 2022, participants were the representatives of the top management of companies and heads of HR departments;the selection of survey participants has been carried out automatically and was randomized. A total of 53 Ukrainian companies took part in the study. The research proves that online learning is no less effective than full-time learning, however, its effectiveness largely depends on the correct selection of programs and methods of staff training. We recommend the extended use of gamification for the sphere of the creative economy. The current level of IT-technology development makes it possible to combine full-time, mixed, and e-learning, enhancing the synergistic effect.

关键词： E-learning Creative economy Express survey Gamification IT technologies

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Linac: A Smart Environment Simulator of Human Activities 1

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3rd International Conference on Process Mining (ICPM)

作者： Di Federico, Gemma Nikolajsen, Erik Ravn Azam, Mamuna Burattin, Andrea Tech Univ Denmark Lyngby Denmark

ISBN: (数字)9783030985813

ISBN: (纸本)9783030985813;9783030985806

The identification and construction of datasets of human activities is an extremely time-consuming and resource intensive task, yet researchers cannot refrain from such datasets. The publicly available datasets may not reflect all the researchers' requirements and are not scrupulously documented. In addition, these datasets can cope with just a limited and predefined set of behaviors. To address these challenges, we developed an instrument that allows to simulate the behavior of agents interacting with an environment. The environment is a customized configuration, equipped with sensors. The simulation generates as output a stream of events stemming from activated sensors. In addition, the agents behavior is not fully deterministic, so as to reflect the dynamic nature of human beings and to be as realistic as possible.

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Digital Transformation Strategy and Organizational Change in the Public Sector: Evaluating E-Government IS and User Satisfaction 18th

Digital Transformation Strategy and Organizational Change in...

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

作者： Ioannou, Konstantinos Kitsios, Fotis Kamariotou, Maria Univ Macedonia Dept Appl Informat Thessaloniki Greece Minist Interior Dept Cybersecur Athens 10183 Greece Hellen Open Univ Sch Social Sci Parodos Aristotelous 18 Patras 26335 Greece

ISBN: (纸本)9783030959470;9783030959463

The effectiveness of e-government projects is hampered by a lack of know-how, reduced funding, and a lack of sound policy initiatives and decisions. Many e-government projects have been devalued because they were designed incorrectly, and effectively transfer existing bureaucracy to the digital world. The purpose of this paper is to explore the factors affecting the acceptance and satisfaction of IS users in e-government. Data was collected by 498 users in the Greek public sector. This study is useful for professionals who design these systems to improve their effectiveness and to carefully consider these variables in the design and usage of IS in the public sector.

关键词： E-government Satisfaction Electronic document management system information systems acceptance Public sector

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Applicability of Fractal Architecture Based Microservices on System-of-Systems 14th

Applicability of Fractal Architecture Based Microservices on...

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14th PLAIS EuroSymposium on Digital Transformation (PLAIS)

作者： Dhamodaran, Bala Krishna Riga Tech Univ Dept Artificial Intelligence & Syst Engn LV-1048 Riga Latvia

ISBN: (纸本)9783031230110;9783031230127

Microservices is a set of independent software developments communicating over APIs (application program interfaces) to achieve a whole generic system. This paper aims at addressing the usefulness of a fractal architectural design in modern organization with an IT (information Technology) orientation and a variety of businesses under single entity, on structuring and integrating such microservices on system of systems. It is crucial to maintain proper alignment concerns and autonomy concerns while adhering to the general purpose of the business and considering other factors such as competition. Fractal architecture provides a conceptual framework for a balanced trade-off between autonomy and alignment concerns. This study analyses the feasibility of fractal architecture, its opportunities and challenges based on previous literature when applying to microservices on system of systems. For this purpose, various metrics defined by the authors are used to achieve research objectives and identify limitations of fractal architecture.

关键词： Fractal Architecture Microservices System of Systems

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Agile Teams Working from Home During the Covid-19 Pandemic: A Literature Review on New Advantages and Challenges 6th

Agile Teams Working from Home During the Covid-19 Pandemic: ...

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6th International Conference on Lean and Agile Software Development (LASD)

作者： Ozkan, Necmettin Erdil, Oya Gok, Mehmet Sahin Kuveyt Turk Participat Bank Kocaeli Turkey Gebze Tech Univ Dept Business Kocaeli Turkey

ISBN: (纸本)9783030942380;9783030942373

Whilst co-location is the common and preferred kind and key standard for self-organizing agile teams, this option is not always possible for some organizations that have to lead to the distribution of teams and/or individuals in one or another form, especially because of Sars-Cov-2 pandemic (Covid-19) today. The pandemic has forced a shift to virtual working for many organizations, which makes it necessary to investigate its possible effects on the self-organizing agile teams. In this manner, this study aims to investigate emergent challenges and advantages arising from working at home for self-organizing agile teams where every team member works from home with the impact of the Covid-19 pandemic by systemically reviewing the literature. Finally, all the findings, derived from the literature, were discussed from coordination, collaboration and communication, agile practices, agility, emotions and feelings, leadership, productivity, and quality aspects. The results demonstrate that along with some specific challenges for the agile teams during the pandemic, there are several advantages of working at home for them.

关键词： Agile Scrum Software development Sars-Cov-2 pandemic Covid-19 Advantages Disadvantages Challenges WFH Working from home

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