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Engineering Information Systems With Large Language Models


Engineering Information Systems With Large Language Models
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Engineering Information Systems With Large Language Models


Engineering Information Systems With Large Language Models
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Author : Francesca De Luzi
language : en
Publisher: Springer Nature
Release Date : 2025-07-29

Engineering Information Systems With Large Language Models written by Francesca De Luzi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-29 with Computers categories.


The rapid advancement of generative AI and specifically large language models (LLMs) is transforming the landscape of information systems (IS) engineering by offering unprecedented opportunities to support their design, development, maintenance, and reengineering. Starting with an overview of LLM history and foundational concepts, the book delves into practical applications for IS design and development, including prompt engineering, retrieval augmented generation, and multi-agent systems. Through a detailed survey and step-by-step programming guidance, readers will learn how to implement tools leveraging LLMs effectively. The book also addresses ethical considerations, offering insights and guidelines for responsible AI integration. The book provides a comprehensive and unified framework for exploiting LLMs in IS engineering. It aims at both researchers in information systems or LLM development and advanced professionals who would like to know how to potentially apply LLMs in the development or maintenance of information systems.



Natural Language Processing And Information Systems


Natural Language Processing And Information Systems
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Author : Amon Rapp
language : en
Publisher: Springer Nature
Release Date : 2024-09-19

Natural Language Processing And Information Systems written by Amon Rapp and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-19 with Computers categories.


The two-volume proceedings set LNCS 14762 and 14763 constitutes the refereed proceedings of the 29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, held in Turin, Italy, in June 25–27, 2024. The 35 full papers, 26 short papers, 3 demo papers and 8 industry track papers included in these books were carefully reviewed and selected from 141 submissions. They focus on advancements and support studies related to languages previously underrepresented, such as Arabic, Romanian, Italian and Japanese languages. Chapter “Meet XLM-RLnews-8: Not Just Another Sentiment Analysis Model” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.



Advanced Information Systems Engineering Workshops


Advanced Information Systems Engineering Workshops
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Author : Jānis Grabis
language : en
Publisher: Springer Nature
Release Date : 2025-06-13

Advanced Information Systems Engineering Workshops written by Jānis Grabis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-13 with Computers categories.


This book constitutes the thoroughly refereed proceedings of the international workshops associated with the 37th International Conference on Advanced Information Systems Engineering, CAiSE 2025, which was held in Vienna, Austria, during June 16-20, 2025. The total of 24 full papers and 5 short papers included in these proceedings were carefully reviewed and selected from 59 submissions. They stem from the following workshops: - 3rd Workshop on Knowledge Graphs for Semantics-driven Systems Engineering (KG4SDSE) - 3rd International Workshop on Hybrid Artificial Intelligence and Enterprise - Modelling for Intelligent Information Systems (HybridAIMS) - Joint Workshop on Blockchain for Information Systems Engineering (B4ISE) and Workshop on Information Systems and AI for Life Sciences (iSAILS) - 3rd Workshop on Modelling and Implementation of Digital Twins for Complex Systems (MIDas4CS) - Joint Process Mining with Unstructured Data workshop (PMUD) and International Workshop on Multimodal Process Mining (MMPM) - Joint Workshop on Large Language Models in Service-Oriented Architectures Design: Innovations and Applications (LLM-SOA) and Generation of Synthetic Datasets for Information Systems (GENSYN) - 1st Workshop on Compliance in the Era of Artificial Intelligence (CAI).



Engineering Information Systems With Large Language Models


Engineering Information Systems With Large Language Models
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Author : Francesca De Luzi
language : en
Publisher: Springer
Release Date : 2025-08-16

Engineering Information Systems With Large Language Models written by Francesca De Luzi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-16 with Computers categories.


The rapid advancement of generative AI and specifically large language models (LLMs) is transforming the landscape of information systems (IS) engineering by offering unprecedented opportunities to support their design, development, maintenance, and reengineering. Starting with an overview of LLM history and foundational concepts, the book delves into practical applications for IS design and development, including prompt engineering, retrieval augmented generation, and multi-agent systems. Through a detailed survey and step-by-step programming guidance, readers will learn how to implement tools leveraging LLMs effectively. The book also addresses ethical considerations, offering insights and guidelines for responsible AI integration. The book provides a comprehensive and unified framework for exploiting LLMs in IS engineering. It aims at both researchers in information systems or LLM development and advanced professionals who would like to know how to potentially apply LLMs in the development or maintenance of information systems.



Natural Language Processing And Information Systems


Natural Language Processing And Information Systems
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Author : Ryutaro Ichise
language : en
Publisher: Springer Nature
Release Date : 2025-08-01

Natural Language Processing And Information Systems written by Ryutaro Ichise and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-01 with Computers categories.


The two-volume set LNCS 15836 and 15837 constitutes the proceedings of the 30th International Conference on Applications of Natural Language to Information Systems, NLDB 2025, held in Kanazawa, Japan, during July 4–6, 2025. The 33 full papers, 19 short papers and 2 demo papers presented in this volume were carefully reviewed and selected from 120 submissions. The proceedings contain novel and significant research contributions addressing theoretical aspects, algorithms, applications, architectures, resources, and other aspects of NLP, as well as survey and discussion papers.



Conceptual Modeling Of Information Systems


Conceptual Modeling Of Information Systems
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Author : Antoni Olivé
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-08-15

Conceptual Modeling Of Information Systems written by Antoni Olivé and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-08-15 with Computers categories.


It is now more than fifty years since the first paper on formal specifications of an information system was published by Young and Kent. Even if the term “conceptual model” was not used at that time, the basic intention of the abstract specification was to a large extent the same as for developing conceptual models today: to arrive at a precise, abstract, and hardware - dependent model of the informational and time characteristics of a data processing problem. The abstract notation should enable the analyst to - ganize the problem around any piece of hardware. In other words, the p- pose of an abstract specification was for it to be used as an invariant basis for designing different alternative implementations, perhaps even using different hardware components. Research and practice of abstract modeling of information systems has since the late fifties progressed through many milestones and achie- ments. In the sixties, pioneering work was carried out by the CODASYL Development committee who in 1962 presented the “Information Al- bra”. At about the same time Börje Langefors published his elementary message and e-file approach to specification of information systems. The next decade, the seventies, was characterized by the introduction of a large number of new types of, as they were called, “data models”. We saw the birth of, for instance, Binary Data Models, Entity Relationship Models, Relational Data Models, Semantic Data Models, and Temporal Deductive Models.



Large Language Models For Sustainable Urban Development


Large Language Models For Sustainable Urban Development
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Author : Nitin Liladhar Rane
language : en
Publisher: Springer Nature
Release Date : 2025-07-01

Large Language Models For Sustainable Urban Development written by Nitin Liladhar Rane and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-01 with Computers categories.


With rapid urbanization defining the 21st Century, cities face mounting challenges in achieving sustainability, equity, and functionality. This book explores how innovative technologies such as Artificial Intelligence (AI) and Large Language Models (LLMs) can transform urban development by offering intelligent, data-driven solutions. LLMs go beyond automation, acting as co-creators in addressing environmental sustainability, resource management, and equitable development. By analyzing regulations, best practices, and real-time data on phenomena such as air pollution and traffic, these models empower urban planners to design smarter, more sustainable cities while fostering collaboration across disciplines. Divided into five sections, the book explores the diverse applications of LLMs, from optimizing renewable energy systems and enhancing urban planning to revolutionizing construction practices and improving resource efficiency. It highlights case studies on integrating AI with smart infrastructure, ecological balance, and disaster resilience. While underscoring their transformative potential, the book also examines ethical considerations such as bias, privacy, and environmental impact. More than a collection of research, this work is a call to action for urban planners, data scientists, policymakers, and researchers to harness AI responsibly in building greener, more equitable urban futures.



Enterprise Business Process And Information Systems Modeling


Enterprise Business Process And Information Systems Modeling
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Author : Han van der Aa
language : en
Publisher: Springer Nature
Release Date : 2024-05-30

Enterprise Business Process And Information Systems Modeling written by Han van der Aa and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-30 with Computers categories.


This book contains the refereed proceedings of two long-running events held along with the CAiSE conference relating to the areas of enterprise, business-process and information systems modeling: - the 25th International Conference on Business Process Modeling, Development and Support, BPMDS 2024, and - the 29th International Conference on Exploring Modeling Methods for Systems Analysis and Development, EMMSAD 2024. The conferences were taking place in Limassor, Cyprus, during June 3–4, 2024. For BPMDS 8 full papers and 3 short papers were carefully reviewed and selected for publication from a total of 25 submissions; for EMMSAD 11 full papers and 5 short papers were accepted from a total of 32 submissions after thorough reviews. The BPMDS papers deal with a broad range of theoretical and applications-based research in business process modeling, development and support. EMMSAD focusses on modeling methods for systems analysis and development.



Application Of Large Language Models Llms For Software Vulnerability Detection


Application Of Large Language Models Llms For Software Vulnerability Detection
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Author : Omar, Marwan
language : en
Publisher: IGI Global
Release Date : 2024-11-01

Application Of Large Language Models Llms For Software Vulnerability Detection written by Omar, Marwan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-01 with Computers categories.


Large Language Models (LLMs) are redefining the landscape of cybersecurity, offering innovative methods for detecting software vulnerabilities. By applying advanced AI techniques to identify and predict weaknesses in software code, including zero-day exploits and complex malware, LLMs provide a proactive approach to securing digital environments. This integration of AI and cybersecurity presents new possibilities for enhancing software security measures. Application of Large Language Models (LLMs) for Software Vulnerability Detection offers a comprehensive exploration of this groundbreaking field. These chapters are designed to bridge the gap between AI research and practical application in cybersecurity, in order to provide valuable insights for researchers, AI specialists, software developers, and industry professionals. Through real-world examples and actionable strategies, the publication will drive innovation in vulnerability detection and set new standards for leveraging AI in cybersecurity.



Enterprise Business Process And Information Systems Modeling


Enterprise Business Process And Information Systems Modeling
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Author : Renata Guizzardi
language : en
Publisher: Springer Nature
Release Date : 2025-06-13

Enterprise Business Process And Information Systems Modeling written by Renata Guizzardi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-13 with Computers categories.


This book constitutes the refereed proceedings of two long-running events held along with the CAiSE conference and related to the areas of enterprise, business-process and information systems modeling: - the 26th International Conference on Business Process Modeling, Development and Support, BPMDS 2025 and - the 30th International Conference on Exploring Modeling Methods for Systems Analysis and Development, EMMSAD 2025. The conferences were taking place in Vienna, Austria, during June 16–17, 2025. For BPMDS 12 full papers were carefully reviewed and selected for publication from a total of 39 submissions. The BPMDS papers deal with a broad range of theoretical and applications-based research in business process modeling, development and support. For EMMSAD 13 full papers and 3 short papers were accepted from a total of 37 submissions after thorough reviews. EMMSAD focusses on modeling methods for systems analysis and development.