Provenance: An Introduction to PROV (Synthesis Lectures on the Semantic Web: Theory and Technolog) Illustrated Edition
| Paul Groth (Author) Find all the books, read about the author, and more. See search results for this author |
Use the Amazon App to scan ISBNs and compare prices.
The World Wide Web is now deeply intertwined with our lives, and has become a catalyst for a data deluge, making vast amounts of data available online, at a click of a button. With Web 2.0, users are no longer passive consumers, but active publishers and curators of data. Hence, from science to food manufacturing, from data journalism to personal well-being, from social media to art, there is a strong interest in provenance, a description of what influenced an artifact, a data set, a document, a blog, or any resource on the Web and beyond. Provenance is a crucial piece of information that can help a consumer make a judgment as to whether something can be trusted. Provenance is no longer seen as a curiosity in art circles, but it is regarded as pragmatically, ethically, and methodologically crucial for our day-to-day data manipulation and curation activities on the Web.
Following the recent publication of the PROV standard for provenance on the Web, which the two authors actively help shape in the Provenance Working Group at the World Wide Web Consortium, this Synthesis lecture is a hands-on introduction to PROV aimed at Web and linked data professionals. By means of recipes, illustrations, a website at www.provbook.org, and tools, it guides practitioners through a variety of issues related to provenance: how to generate provenance, publish it on the Web, make it discoverable, and how to utilize it. Equipped with this knowledge, practictioners will be in a position to develop novel applications that can bring open-ness, trust, and accountability.
Table of Contents: Preface / Acknowledgments / Introduction / A Data Journalism Scenario / The PROV Ontology / Provenance Recipes / Validation, Compliance, Quality, Replay / Provenance Management / Conclusion / Bibliography / Authors' Biographies / Index
Product details
- Publisher : Morgan & Claypool Publishers; Illustrated edition (September 1, 2013)
- Language : English
- Paperback : 130 pages
- ISBN-10 : 1627052216
- ISBN-13 : 978-1627052214
- Item Weight : 9.1 ounces
- Dimensions : 7.5 x 0.3 x 9.25 inches
- Best Sellers Rank: #4,481,054 in Books (See Top 100 in Books)
- #1,243 in Network Storage & Retrieval Administration
- #2,233 in Artificial Intelligence (Books)
- #5,066 in Artificial Intelligence & Semantics
- Customer Reviews:
Don't have a Kindle? Get your Kindle here, or download a FREE Kindle Reading App.
About the author

Paul Groth is Disruptive Technology Director at Elsevier Labs. He holds a Ph.D. in Computer Science from the University of Southampton (2007) and has done research at the University of Southern California and the VU University Amsterdam. His research focuses on dealing with large amounts of diverse contextualized knowledge with a particular focus on the web and science applications. This includes research in data provenance, data science, data integration and knowledge sharing. Paul was co-chair of the W3C Provenance Working Group that created a standard for provenance interchange. He is co-author of Provenance: an Introduction to PROV and The Semantic Web Primer: 3rd Edition as well as numerous academic articles. More information http://pgroth.com
Customer reviews
Top reviews from the United States
There was a problem filtering reviews right now. Please try again later.
Important for supply-chains, tracking epidemics, etc.
Moreau is a leader in the field.
Key strengths include its emphasis on the rationale behind Prov, its meticulous description of qualified provenance, and the devotion of roughly half its length on Prov-based applications. These include the embedding of prov in html through the use of RDFA, within http headers, and within metadata forms. It also describes various interactive provenance management tools.
As a new student of prov and the Semantic Web in general, I found this book to be indispensable because of the very clear examples, extensive use of diagrams, and user-friendly and organized layout (colorful text) with clear section headings. Each chapter is organized as a separate lesson with clear objectives and conclusions, with URLs for examples provided as endnotes.
