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Synthesis Lectures on Data, Semantics, and Knowledge

Editors

Ying Ding, University of Texas at Austin

Paul Groth, University of Amsterdam

Founding Editor Emeritus

James Hendler, Rensselaer Polytechnic Institute

Synthesis Lectures on Data, Semantics, and Knowledge is edited by Ying Ding of the University of Texas at Austin and Paul Groth of the University of Amsterdam. The series focuses on the pivotal role that data on the web and the emergent technologies that surround it play both in the evolution of the World Wide Web as well as applications in domains requiring data integration and semantic analysis. The large-scale availability of both structured and unstructured data on the Web has enabled radically new technologies to develop. It has impacted developments in a variety of areas including machine learning, deep learning, semantic search, and natural language processing. Knowledge and semantics are a critical foundation for the sharing, utilization, and organization of this data. The series aims both to provide pathways into the field of research and an understanding of the principles underlying these technologies for an audience of scientists, engineers, and practitioners.

Topics to be included:

• Knowledge graphs, both public and private

• Linked Data

• Knowledge graph and automated knowledge base construction

• Knowledge engineering for large-scale data

• Machine reading

• Uses of Semantic Web technologies

• Information and knowledge integration, data fusion

• Various forms of semantics on the web (e.g., ontologies, language models, and distributional semantics)

• Terminology, Thesaurus, & Ontology Management

• Query languages

Linked Data Visualization: Techniques, Tools, and Big Data

Laura Po, Nikos Bikakis, Federico Desimoni, and George Papastefanatos

2019

Ontology Engineering

Elisa F. Kendall and Deborah L. McGuinness

2019

Demistifying OWL for the Enterprise

Michael Uschold

2018

Validating RDF Data

Jose Emilio Labra Gayo, Eric Prud’hommeaux, Iovka Boneva, and Dimitris Kontokostas

2017

Natural Language Processing for the Semantic Web

Diana Maynard, Kalina Bontcheva, and Isabelle Augenstein

2016

The Epistemology of Intelligent Semantic Web Systems

Mathieu d’Aquin and Enrico Motta

2016

Entity Resolution in the Web of Data

Vassilis Christophides, Vasilis Efthymiou, and Kostas Stefanidis

2015

Library Linked Data in the Cloud: OCLC’s Experiments with New Models of Resource Description

Carol Jean Godby, Shenghui Wang, and Jeffrey K. Mixter

2015

Semantic Mining of Social Networks

Jie Tang and Juanzi Li

2015

Social Semantic Web Mining

Tope Omitola, Sebastián A. Ríos, and John G. Breslin

2015

Semantic Breakthrough in Drug Discovery

Bin Chen, Huijun Wang, Ying Ding, and David Wild

2014

Semantics in Mobile Sensing

Zhixian Yan and Dipanjan Chakraborty

2014

Provenance: An Introduction to PROV

Luc Moreau and Paul Groth

2013

Resource-Oriented Architecture Patterns for Webs of Data

Brian Sletten

2013

Aaron Swartz’s A Programmable Web: An Unfinished Work

Aaron Swartz

2013

Incentive-Centric Semantic Web Application Engineering

Elena Simperl, Roberta Cuel, and Martin Stein

2013

Publishing and Using Cultural Heritage Linked Data on the Semantic Web

Eero Hyvönen

2012

VIVO: A Semantic Approach to Scholarly Networking and Discovery

Katy Börner, Michael Conlon, Jon Corson-Rikert, and Ying Ding

2012

Linked Data: Evolving the Web into a Global Data Space

Tom Heath and Christian Bizer

2011