000 | 03999nam a22005415i 4500 | ||
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001 | 978-3-031-15371-6 | ||
003 | DE-He213 | ||
005 | 20240423125349.0 | ||
007 | cr nn 008mamaa | ||
008 | 230124s2023 sz | s |||| 0|eng d | ||
020 |
_a9783031153716 _9978-3-031-15371-6 |
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024 | 7 |
_a10.1007/978-3-031-15371-6 _2doi |
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050 | 4 | _aQA76.76.A65 | |
072 | 7 |
_aUB _2bicssc |
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072 | 7 |
_aCOM005000 _2bisacsh |
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072 | 7 |
_aUX _2thema |
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082 | 0 | 4 |
_a005.3 _223 |
100 | 1 |
_aTommasini, Riccardo. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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245 | 1 | 0 |
_aStreaming Linked Data _h[electronic resource] : _bFrom Vision to Practice / _cby Riccardo Tommasini, Pieter Bonte, Fabiano Spiga, Emanuele Della Valle. |
250 | _a1st ed. 2023. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2023. |
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300 |
_aXVI, 158 p. 1 illus. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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505 | 0 | _a1. 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. | |
520 | _aThis 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. | ||
650 | 0 | _aApplication software. | |
650 | 0 | _aData mining. | |
650 | 0 | _aMachine learning. | |
650 | 1 | 4 | _aComputer and Information Systems Applications. |
650 | 2 | 4 | _aData Mining and Knowledge Discovery. |
650 | 2 | 4 | _aMachine Learning. |
700 | 1 |
_aBonte, Pieter. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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700 | 1 |
_aSpiga, Fabiano. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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700 | 1 |
_aDella Valle, Emanuele. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783031153709 |
776 | 0 | 8 |
_iPrinted edition: _z9783031153723 |
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-15371-6 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
942 | _cSPRINGER | ||
999 |
_c177133 _d177133 |