Understanding Author Intentions: Test Driven Knowledge Graph Construction

Jeff Z. Pan*, Nico Matentzoglu, Caroline Jay, Markel Vigo, Yuting Zhao

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This chapter presents some state of the arts techniques on understanding authors’ intentions during the knowledge graph construction process. In addition, we provide the reader with an overview of the book, as well as a brief introduction of the history and the concept of Knowledge Graph. We will introduce the notions of explicit author intention and implicit author intention, discuss some approaches for understanding each type of author intentions and show how such understanding can be used in reasoning-based test-driven knowledge graph construction and can help design guidelines for bulk editing, efficient reasoning and increased situational awareness. We will discuss extensively the implications of test driven knowledge graph construction to ontology reasoning.

Original languageEnglish
Title of host publicationReasoning Web: Logical Foundation of Knowledge Graph Construction and Query Answering
Subtitle of host publication12th International Summer School 2016, Tutorial Lectures
EditorsJeff Z. Pan, Diego Calvanese, Thomas Eiter, Ian Horrocks, Michael Kifer, Fangzhen Lin, Yuting Zhao
PublisherSpringer-Verlag
Pages1-26
Number of pages26
Volume9885 LNCS
ISBN (Print)9783319494920
DOIs
Publication statusPublished - 26 Feb 2017
Event12th International Summer School on Reasoning Web Summer School, RW 2016 - Aberdeen, United Kingdom
Duration: 5 Sep 20169 Sep 2016

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9885 LNCS
ISSN (Print)03029743
ISSN (Electronic)16113349

Conference

Conference12th International Summer School on Reasoning Web Summer School, RW 2016
CountryUnited Kingdom
City Aberdeen
Period5/09/169/09/16

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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  • Cite this

    Pan, J. Z., Matentzoglu, N., Jay, C., Vigo, M., & Zhao, Y. (2017). Understanding Author Intentions: Test Driven Knowledge Graph Construction. In J. Z. Pan, D. Calvanese, T. Eiter, I. Horrocks, M. Kifer, F. Lin, & Y. Zhao (Eds.), Reasoning Web: Logical Foundation of Knowledge Graph Construction and Query Answering: 12th International Summer School 2016, Tutorial Lectures (Vol. 9885 LNCS, pp. 1-26). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9885 LNCS). Springer-Verlag. https://doi.org/10.1007/978-3-319-49493-7_1