Provenance: An Introduction to PROV (Synthesis Lectures on the Semantic Web: Theory and Technology)
暫譯: 來源:PROV簡介(語義網:理論與技術綜合講座)
Luc Moreau, Paul Groth
- 出版商: Morgan & Claypool
- 出版日期: 2013-09-01
- 售價: $1,460
- 貴賓價: 9.5 折 $1,387
- 語言: 英文
- 頁數: 130
- 裝訂: Paperback
- ISBN: 1627052216
- ISBN-13: 9781627052214
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商品描述
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
商品描述(中文翻譯)
全球資訊網(World Wide Web)現在與我們的生活緊密相連,並成為數據洪流的催化劑,使大量數據能夠在線上輕鬆獲取。隨著 Web 2.0 的到來,使用者不再是被動的消費者,而是主動的數據發佈者和策展人。因此,從科學到食品製造,從數據新聞到個人福祉,從社交媒體到藝術,對於來源(provenance)的強烈興趣日益增長,來源是描述影響某個工件、數據集、文件、部落格或任何網路資源及其以外的因素。來源是一個關鍵的信息,可以幫助消費者判斷某些事物是否值得信賴。來源不再被視為藝術界的好奇心,而是被認為在我們日常的數據操作和策展活動中,從實用、倫理和方法論上都是至關重要的。
隨著最近在全球資訊網聯盟(World Wide Web Consortium)中,兩位作者積極參與的來源(PROV)標準的發佈,這場綜合講座是針對網路和連結數據專業人士的 PROV 實務入門。透過食譜、插圖、網站 www.provbook.org 和工具,它引導從業者了解與來源相關的各種問題:如何生成來源、在網路上發佈來源、使其可被發現,以及如何利用來源。掌握這些知識後,從業者將能夠開發出能夠帶來開放性、信任和問責的新應用。
目錄:前言 / 致謝 / 介紹 / 數據新聞場景 / PROV 本體 / 來源食譜 / 驗證、合規、質量、重播 / 來源管理 / 結論 / 參考文獻 / 作者簡介 / 索引