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

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Analysis of Safety and Cybersecurity Management Systems Interaction in Decision-Making Including Correlation for Automated Driving Systems 25th

Analysis of Safety and Cybersecurity Management Systems Inte...

引用

25th International Conference on Enterprise information Systems (ICEIS)

作者： Wagner, Florence Khatun, Marzana Jung, Rolf Glass, Michael Inst Driver Assistance & Connected Mobil D-87737 Benningen Germany Kempten Univ Appl Sci D-87435 Kempten Germany Ulm Univ D-89081 Ulm Germany

ISBN: (纸本)9783031647475;9783031647482

Safety Management Systems (SMS) and Cybersecurity Management Systems (CSMS) need to be investigated in a systematic manner to support the development and advances for Automated Driving Systems (ADS). Self-driving vehicles are accompanied by new and unknown risks which must be considered and managed by means of new and/or adapted management processes to ensure safe ADS that include functional safety and cybersecurity. Functional safety risks can influence cybersecurity and vice-versa. This leads to the statement that interactions between two management systems need to be implemented in organizations. In order to make this interaction process understandable and structured, this paper is identifying the relevant management factors for interaction of SMS and CSMS and analyzes their degree of influence. The main contributions of this paper are, (i) identification of the correlation between management factor interactions bases on the previously performed survey paper and additionally (ii) indication of cluster and pattern of management factors to support the organizational implementation and understanding of the interaction.

关键词： SMS CSMS ADS Spearman correlation

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The Effects of Economic Crisis on the Digitalization of the Greek Social Security 20th

The Effects of Economic Crisis on the Digitalization of the ...

引用

20th European, Mediterranean, and Middle Eastern Conference (EMCIS)

作者： Chryso, Kavallari Loukis, Euripidis Univ Aegean Samos Greece

ISBN: (纸本)9783031564772;9783031564789

Economic crises repeatedly appear in market-based economies and have serious consequences on them. They are causing serious decreases of the sales revenue and therefor the financial resources of organizations, as well as of their operations and investments. However, they can have some positive effects as well, leading to processes' rationalizations in important functions of them, improvements of their efficiency and better exploitation of their resources. In this paper we investigate the effects of the strong economic crisis that hit Greece between 2010-2018 on the digitization of one of the most important and costly domains of government activity: the social security. It has been concluded that during the economic crisis period there has been a large decrease of the ICT-related investment and operating expenses;however due to some improvement and rationalization of ICT-related processes and practices, as well as a better utilization of knowledgeable ICT personnel (mainly of the central 'Electronic Government Center for Social Security'), a significant increase in the digitalization of the Greek Social Security has been achieved during this difficult period.

关键词： digitalization social security economic crisis e-government digital government

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PROMISE: A Framework for Model-Driven Stateful Prompt Orchestration 1

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36th International Conference on Advanced information Systems Engineering (CAiSE)

作者： Wu, Wenyuan Heierli, Jasmin Meisterhans, Max Moser, Adrian Farber, Andri Dolata, Mateusz Gavagnin, Elena de Spindler, Alexandre Schwabe, Gerhard Univ Zurich Zurich Switzerland Zurich Univ Appl Sci Winterthur Switzerland

ISBN: (数字)9783031610004

ISBN: (纸本)9783031609992;9783031610004

The advent of increasingly powerful language models has raised expectations for conversational interactions. However, controlling these models is a challenge, emphasizing the need to be able to investigate the feasibility and value of their application. We present PROMISE (Available at: https://***/zhaw-iwi/promise), a framework that facilitates the development of complex conversational interactions with information systems. Its use of state machine modeling concepts enables model-driven, dynamic prompt orchestration across hierarchically nested states and transitions. This improves the control of language models' behavior and thus enables their effective and efficient use. We show the applications of PROMISE in health information systems and demonstrate its ability to handle complex interactions.

关键词： Framework Prompt Orchestration Language Models

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Topic Modelling of Legal Texts Using Bidirectional Encoder Representations from Sentence Transformers 6th

Topic Modelling of Legal Texts Using Bidirectional Encoder R...

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6th International Conference on information and Knowledge Systems (ICIKS)

作者： Hammami, Eya Faiz, Rim Univ Tunis LARODEC Lab Tunis Tunisia Univ Carthage IHEC Carthage Tunisia

ISBN: (纸本)9783031516634;9783031516641

Topic Modeling of legal texts is a challenging task because of its complicated language structures, and technical features. Recently, there has been a big boost in the number of legislative documents, which makes it very difficult for law experts to keep up with legislation like implementing acts and analyzing cases. The importance of topics is affected by the processing and the presentation of law texts in some contexts. The aim of this work is to figure out the legal opinions from cases seen by the supreme court of the United States and the legal judgments from cases seen by the supreme court of India. In this study we used different Language Models to create sentence embeddings from those legal texts datasets. This paper employs BERTopic technique and a baseline approach in order to discover significant topics from legal opinions and legal judgment.

关键词： NLP Topic Modeling Sentence Transformers Clustering Language Models BERTopic LDA

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Onboarding for an Agile Software Development Company 25th

Onboarding for an Agile Software Development Company

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25th International Conference on Agile Software Development (XP)

作者： Enberg, Tomi Alander, Sari Paasivaara, Maria LUT Univ Lappeenranta Finland LUT Univ Lahti Finland

ISBN: (纸本)9783031611537;9783031611544

The global shortage of highly skilled employees has created a need for a more efficient onboarding process in software development companies. The experienced onboarding efficiency affects the new employee's willingness to stay within the company and the efficiency of their work. Our case company transferred to a team-based organization structure, where agile teams were given high autonomy. Supervisor responsibilities were divided among different roles, such as people coaches and a lead team. We studied the onboarding process through a survey that was answered by 39 persons, as well as 18 interviews to gather details from the onboarding process. To validate the findings, workshops, and presentations were organized in the case company. We found that mentoring was experienced as the most important form of onboarding in the case company. The biggest challenges were lack of transparency, insufficient material availability, and lack of documentation. As solutions were suggested: a shared repository of onboarding materials, checklists for teams and mentors for onboarding new employees efficiently, and collecting team-specific materials to a single location.

关键词： Personnel

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Optimising Sustainability Accounting: Using Language Models to Match and Merge Survey Indicators 1

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18th International Conference on Research Challenges in information Sciences (RCIS)

作者： Ramautar, Vijanti Ritfeld, Noah Brinkkemper, Sjaak Espana, Sergio Univ Utrecht Dept Informat & Comp Sci Princetonpl 5 NL-3584 CC Utrecht Netherlands Univ Politecn Valencia Valencian Res Inst Artificial Intelligence Valencia Spain

ISBN: (数字)9783031594656

ISBN: (纸本)9783031594649;9783031594656

[Context] To assess the sustainability performance of companies, diverse environmental, social and governance accounting (ESGA) methods exist, each with their own set of topics and indicators. In earlier research, we have shown that several ESGA methods contain overlapping indicators. [Aim] We aim to develop a semi-automated approach for identifying the overlap between ESGA methods, and then merging the methods into a single combined method that has no redundant indicators. [Method] We have approached this goal as a model management challenge. We have surveyed companies to formulate the problem statement, conducted a literature study on modelmanagement operations, created ESGA method models according to our openESEA domain-specific language, and developed algorithms that leverage the power of language models to match and merge the methods. Thematching threshold is determined by performing an experiment with 16 experts. Lastly, we validate our algorithms by merging 4 real-life ESGA methods. [Result] The algorithm has proven capable of successfully identifying overlap between ESGA methods. While we would prefer to further reduce the number of false positives, the results already provide valuable insights into the optimisation of sustainability accounting. Moreover, our findings demonstrate how language models can be used for model management.

关键词： Model management model merging environmental social and governance accounting survey indicators ICT for sustainability

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Using Process Mining to Explore the Impact of Socio-economic Status on the Treatment of Musculoskeletal Disorders - A Case Study 5th

Using Process Mining to Explore the Impact of Socio-economic...

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5th International Conference on Process Mining (ICPM)

作者： Claus, Ruben Martin, Niels Janssen, Esther R. C. Janssenswillen, Gert Boymans, Tim A. E. J. Vanwersch, Rob J. B. Hasselt Univ Res Grp Business Informat Martelarenlaan 42 B-3500 Hasselt Belgium Maastricht Univ Med Ctr P Debyelaan 25 NL-6229 HX Maastricht Netherlands Hasselt Univ Expertise Ctr Digital Media Wetenschapspark 2 B-3590 Diepenbeek Belgium

ISBN: (纸本)9783031561061;9783031561078

Musculoskeletal disorders (MSDs) reduce a person's mobility and are a worldwide problem. The optimal care for MSDs implies that various healthcare providers, such as hospitals and physiotherapists, collaborate. Moreover, in order to shape the optimal care for MSD patients, their medical and personal background should be considered. Research has shown that care consumption can differ among patients depending on their socio-economic status. In order to explore the influence of the socioeconomic status of patients on their MSD treatment trajectory, data from the Beweeghuis care network for MSDs is analyzed using process mining. The exploratory process mining analysis only highlights minor differences between socio-economic status groups. The findings need to be reflected against the prevailing data-related limitations, showing the clear need for follow-up research.

关键词： Musculoskeletal disorders Process mining Socio-economic status

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Slack Use in Large-Scale Agile Organizations: ESN Tools as Catalysts for Alignment? 25th

Slack Use in Large-Scale Agile Organizations: ESN Tools as C...

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25th International Conference on Agile Software Development (XP)

作者： Stray, Viktoria Barbala, Astri SINTEF Digital N-7034 Trondheim Norway Univ Oslo N-0373 Oslo Norway

ISBN: (纸本)9783031611537;9783031611544

This paper examines the role of the enterprise social networking (ESN) tool Slack in the daily work of software practitioners within NAV, a large-scale agile public sector organization. Based on 13 interviews with NAV developers, our case study explores how Slack is employed for knowledge sharing and daily communication across the organization. We used a newly developed framework for communication in agile teams as a theoretical lens. Through our analysis, we found that Slack use had become deeply integrated into the organizational culture and fostered alignment in three main ways: Promoting communication transparency through open discussions visible for developers organization-wide, enhancing communication quality with prompt responses and constant communication, and encouraging communication discipline through structured channels and threads. This study also unveiled some challenges, such as information overload and hindered focus. However, our findings suggest that if common hurdles are overcome, modern ESN tools can reshape how cross-organizational communication plays out in large-scale agile, reinforcing the agile principles of collaboration and motivated individuals.

关键词： Collaboration Tools Team Communication Platforms Agile Software Development Human and Social Aspects of Software Engineering Online Collaborative Software Instant Messaging

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Empirical Insights into Context-Aware Process Predictions: Model Selection and Context Integration 1

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36th International Conference on Advanced information Systems Engineering (CAiSE)

作者： Hennig, Marc C. Univ Appl Sci Munich Lothstr 64 D-80335 Munich Germany

ISBN: (数字)9783031610035

ISBN: (纸本)9783031610028;9783031610035

The prediction of service process performance is fraught with challenges from the selection of suitable recurrent neural network architectures. In this study, we evaluate the effectiveness of various recurrent neural network (RNN) architectures, including Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) networks, for predictive process monitoring in service processes. We analyze the impact of incorporating contextual process information from event logs by benchmarking the model performance across multiple IT service management datasets, RNN architectures, and integration strategies. Our empirical results highlight that context-aware models improve prediction performance, but the extent varies with the dataset and the specific RNN architecture. Time-aware LSTMs demonstrated superior performance for remaining time and next timestamp predictions, while GRUs were particularly effective in predicting the next activity. This research underscores the need to carefully consider model architecture and context integration to enhance predictive process monitoring. It also provides insights that can guide the selection of models and integration techniques, leading to future research directions in refining these methods for service process applications.

关键词： predictive process monitoring IT service management recurrent neural networks context-aware prediction TLSTM GRU LSTM

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A Structured Analysis of Domain-Specific Linked Open Vocabularies (LOV): Indicators for Interoperability and Reusability 20th

A Structured Analysis of Domain-Specific Linked Open Vocabul...

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20th European, Mediterranean, and Middle Eastern Conference (EMCIS)

作者： Maratsi, Maria Ioanna Alexopoulos, Charalampos Charalabidis, Yannis Univ Aegean Univ Hill Mitilini 81100 Greece

ISBN: (纸本)9783031564772;9783031564789

The concept of linking data, in its core, is one of the cornerstones of the Semantic Web, and the design principles of Linked Data aim to establish standardization for knowledge representation. The rationale behind this research is to analyze Linked Open Vocabularies (LOV) to elicit useful insights regarding the status and potential of interoperability of existing vocabularies, organized in thematic areas (domains). The goal behind the latter is to identify how semantic interoperability of vocabularies (and datasets which are described by the relevant knowledge schema) could be improved, while the expected outcome is an enhanced overview of the existing knowledge representation in the LOV ecosystem, with emphasis put on domain-specific vocabularies and their reuse. In order to gain a general perspective of the domain-specific vocabularies that currently exist, a mapping between the 13 European Data Portal (EDP) thematic categories and the categorization of LOV was initially performed. Afterwards, an analysis framework to capture the information from this desk-based research was included. The analysis framework included: i) the connections of the identified (from the initial mapping) domain-specific vocabularies to core vocabularies in the LOV ecosystem, ii) the connections of domain-specific vocabularies to vocabularies within the same domain, and iii) the connections of domain-specific vocabularies to the other domains. The previous three dimensions were then combined to create an initial assessment on how reusable and thus, interoperable (and beyond) the vocabularies under analysis were, acting as an indicator for domain interoperability readiness.

关键词： Open data Linked Data Vocabularies Linked Open Vocabularies LOV Open Government data knowledge graphs semantics semantic interoperability metadata reusability

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