Web Data APIs for Knowledge Graphs: Easing Access to Semantic Data for Application Developers
暫譯: 知識圖譜的網路數據API：為應用開發者簡化語意數據的存取
Meroño-Peñuela, Albert, Lisena, Pasquale, Martínez-Ortiz, Carlos
- 出版商: Morgan & Claypool
- 出版日期: 2021-10-14
- 售價: $1,930
- 貴賓價: 9.5 折 $1,834
- 語言: 英文
- 頁數: 118
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1636392016
- ISBN-13: 9781636392011
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相關主題
商品描述
This book describes a set of methods, architectures, and tools to extend the data pipeline at the disposal of developers when they need to publish and consume data from Knowledge Graphs (graph-structured knowledge bases that describe the entities and relations within a domain in a semantically meaningful way) using SPARQL, Web APIs, and JSON. To do so, it focuses on the paradigmatic cases of two middleware software packages, grlc and SPARQL Transformer, which automatically build and run SPARQL-based REST APIs and allow the specification of JSON schema results, respectively.
The authors highlight the underlying principles behind these technologies--query management, declarative languages, new levels of indirection, abstraction layers, and separation of concerns--, explain their practical usage, and describe their penetration in research projects and industry.
The book, therefore, serves a double purpose: to provide a sound and technical description of tools and methods at the disposal of publishers and developers to quickly deploy and consume Web Data APIs on top of Knowledge Graphs; and to propose an extensible and heterogeneous Knowledge Graph access infrastructure that accommodates a growing ecosystem of querying paradigms.
商品描述(中文翻譯)
這本書描述了一組方法、架構和工具，以擴展開發人員在需要使用 SPARQL、Web API 和 JSON 發布和消費來自知識圖譜（以語義上有意義的方式描述領域內實體和關係的圖形結構知識庫）的數據管道。為此，它專注於兩個中介軟體包的典型案例，grlc 和 SPARQL Transformer，這些軟體分別自動構建和運行基於 SPARQL 的 REST API，並允許指定 JSON 架構結果。
作者強調了這些技術背後的基本原則——查詢管理、聲明式語言、新的間接層次、抽象層和關注點分離——解釋了它們的實際使用，並描述了它們在研究項目和產業中的滲透。
因此，這本書有雙重目的：提供一個健全且技術性的描述，介紹出版商和開發人員可以利用的工具和方法，以快速部署和消費基於知識圖譜的 Web 數據 API；並提出一個可擴展且異構的知識圖譜訪問基礎設施，以適應不斷增長的查詢範式生態系統。
作者簡介
Albert Meroño-Peñuela is a Lecturer (Assistant Professor) in Computer Science and Knowledge Engineering in the Department of Informatics of King's College London (United Kingdom). He obtained his Ph.D. at the Vrije Universiteit Amsterdam in 2016, under the supervision of Frank van Harmelen, Stefan Schlobach, and Andrea Scharnhorst. His research focuses on Knowledge Graphs, Web Querying, and Cultural AI. Albert has participated in large Knowledge Graph infrastructure projects in Europe, such as CLARIAH, DARIAH, and Polifonia H2020, and has published research in ISWC, ESWC, the Semantic Web Journal, and the Journal of Web Semantics. He is, together with Rinke Hoekstra, the original author of grlc, and together with Carlos Martínez-Ortiz, its main current maintainer.
Pasquale Lisena is a researcher in the Data Science department at EURECOM, Sophia Antipolis (France). He obtained his Ph.D. in Computer Science from Sorbonne University of Paris in 2019, with a thesis on music representation and recommendation, under the supervision of Raphaël Troncy. His research focuses on Semantic Web, Knowledge Graphs, and Information Extraction, with particular application to the domain of Digital Humanities, contributing in AI projects such as DOREMUS, SILKNOW, and Odeuropa. Pasquale's work has been published in leading conferences in the field, such as ISWC, EKAW, and ISMIR. Given his past background as a web developer, his interest also involves data usability in web applications and human-computer interaction. He is the main author of SPARQL Transformer.
Carlos Martínez-Ortiz is a community manager at the Netherlands eScience Center. He obtained his Ph.D. in Computer Science at the University of Exeter (United Kingdom). Afterward, he worked on various research projects at the University of Exeter, Plymouth University, and the eScience Center. These projects were in collaboration with industrial and academic partners in diverse fields such as veterinary science, digital humanities, and life sciences. He has been involved in large projects such as CLARIAH and ODISSEI and works in close collaboration with partners such as SURF, DANS, and The Software Sustainability Institute. His current research interests include linked open data, natural language processing, and software sustainability.
作者簡介(中文翻譯)
阿爾伯特·梅羅尼奧-佩涅拉是英國倫敦國王學院資訊學系的計算機科學與知識工程講師（助理教授）。他於2016年在阿姆斯特丹自由大學獲得博士學位，指導教授為Frank van Harmelen、Stefan Schlobach和Andrea Scharnhorst。他的研究重點是知識圖譜、網路查詢和文化人工智慧。阿爾伯特參與了歐洲大型知識圖譜基礎設施項目，如CLARIAH、DARIAH和Polifonia H2020，並在ISWC、ESWC、語義網期刊和網路語義學期刊上發表了研究。他與Rinke Hoekstra共同是grlc的原始作者，並與Carlos Martínez-Ortiz共同擔任其主要維護者。
帕斯夸萊·利塞納是法國索非亞·安提波利斯EURECOM數據科學部的研究員。他於2019年在巴黎索邦大學獲得計算機科學博士學位，論文主題為音樂表示與推薦，指導教授為Raphaël Troncy。他的研究重點是語義網、知識圖譜和信息提取，特別應用於數位人文領域，並參與了如DOREMUS、SILKNOW和Odeuropa等人工智慧項目。帕斯夸萊的工作已在該領域的主要會議上發表，如ISWC、EKAW和ISMIR。由於他過去的網頁開發背景，他也對網頁應用中的數據可用性和人機互動感興趣。他是SPARQL Transformer的主要作者。
卡洛斯·馬丁內斯-奧爾蒂斯是荷蘭電子科學中心的社群經理。他在英國埃克塞特大學獲得計算機科學博士學位。之後，他在埃克塞特大學、普利茅斯大學和電子科學中心參與了多個研究項目。這些項目與來自獸醫科學、數位人文和生命科學等多個領域的產業和學術夥伴合作。他參與了大型項目如CLARIAH和ODISSEI，並與SURF、DANS和軟體可持續性研究所等夥伴密切合作。他目前的研究興趣包括連結開放數據、自然語言處理和軟體可持續性。
