Streaming Linked Data From Vision to Practice

This book provides a comprehensive overview of core concepts and technological foundations for continuous engineering of Web streams. It presents various systems and applications and includes real-world examples. Last not least, it introduces the readers to RSP4J, a novel open-source project that ai...

Full description

Bibliographic Details
Main Authors: Tommasini, Riccardo, Bonte, Pieter (Author), Spiga, Fabiano (Author), Della Valle, Emanuele (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2023, 2023
Edition:1st ed. 2023
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
LEADER 03180nmm a2200349 u 4500
001 EB002142048
003 EBX01000000000000001280174
005 00000000000000.0
007 cr|||||||||||||||||||||
008 230201 ||| eng
020 |a 9783031153716 
100 1 |a Tommasini, Riccardo 
245 0 0 |a Streaming Linked Data  |h Elektronische Ressource  |b From Vision to Practice  |c by Riccardo Tommasini, Pieter Bonte, Fabiano Spiga, Emanuele Della Valle 
250 |a 1st ed. 2023 
260 |a Cham  |b Springer International Publishing  |c 2023, 2023 
300 |a XVI, 158 p. 1 illus  |b online resource 
505 0 |a 1. General Introduction -- 2. Preliminaries -- 3. Taming Variety and Velocity -- 4. Streaming Linked Data Life Cycle -- 5. Web Stream Processing Systems and Benchmarks -- 6. Exercise Book 
653 |a Machine learning 
653 |a Machine Learning 
653 |a Data mining 
653 |a Application software 
653 |a Data Mining and Knowledge Discovery 
653 |a Computer and Information Systems Applications 
700 1 |a Bonte, Pieter  |e [author] 
700 1 |a Spiga, Fabiano  |e [author] 
700 1 |a Della Valle, Emanuele  |e [author] 
041 0 7 |a eng  |2 ISO 639-2 
989 |b Springer  |a Springer eBooks 2005- 
028 5 0 |a 10.1007/978-3-031-15371-6 
856 4 0 |u https://doi.org/10.1007/978-3-031-15371-6?nosfx=y  |x Verlag  |3 Volltext 
082 0 |a 005.3 
520 |a This book provides a comprehensive overview of core concepts and technological foundations for continuous engineering of Web streams. It presents various systems and applications and includes real-world examples. Last not least, it introduces the readers to RSP4J, a novel open-source project that aims to gather community efforts in software engineering and empirical research. The book starts with an introductory chapter that positions the work by explaining what motivates the design of specific techniques for processing data streams using Web technologies. Chapter 2 briefly summarizes the necessary background concepts and models needed to understand the remaining content of the book. Subsequently, chapter 3 focuses on processing RDF streams, taming data velocity in an open environment characterized by high data variety. It introduces query answering algorithms with RSP-QL and analytics functions over streaming data. Chapter 4 presents the life cycle of streaming linked data, it focuses on publishing streams on the Web as a prerequisite aspect to make data findable and accessible for applications. Chapter 5 touches on the problems of benchmarks and systems that analyze Web streams to foster technological progress. It surveys existing benchmarks and introduces guidelines that may support new practitioners in approaching the issue of continuous analytics. Finally, chapter 6 presents a list of examples and exercises that will help the reader to approach the area, get used to its practices and become confident in its technological possibilities. Overall, this book is mainly written for graduate students and researchers in Web and stream data management. It collects research results and will guide the next generation of researchers and practitioners