Name: Engineering Information Systems with Large Language Models
Price: 172.79 EUR
Availability: InStock
Author: Flavia Monti;Massimo Mecella;Francesca De Luzi
ISBN: 9783031922848

portada Engineering Information Systems with Large Language Models

Engineering Information Systems with Large Language Models

Type

Physical Book

Publisher

Springer International Publishing AG

Author

Flavia Monti;Massimo Mecella;Francesca De Luzi

Year

2025

Pages

283

Format

Hardcover

Dimensions

23.50 x 15.50 cm

ISBN13

9783031922848

Engineering Information Systems with Large Language Models

Flavia Monti;Massimo Mecella;Francesca De Luzi (Author) · Springer International Publishing AG · Hardcover

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Synopsis "Engineering Information Systems with Large Language Models"

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.