Towards a Knowledge Graph Lifecycle: A pipeline for the population of a commercial Knowledge Graph. Umutcan Simsek, Jürgen Umbrich, & Dieter Fensel In Berlin, Germany, January, 2020.
Paper abstract bibtex This paper is a use case report for the population architecture of a commercial Knowledge Graph. We introduce our pilots and their focus within the MindLab Project, which aims to build Knowledge Graphs with a lifecycle-based approach to enable conversational agents. We describe and evaluate our pipeline for the first step of the lifecycle, namely Knowledge Creation. Our approach satisfies all defined requirements in terms of provenance tracking, scalability, and usability.
@inproceedings{umutcan_simsek_towards_2020,
address = {Berlin, Germany},
title = {Towards a {Knowledge} {Graph} {Lifecycle}: {A} pipeline for the population of a commercial {Knowledge} {Graph}.},
shorttitle = {Towards a {Knowledge} {Graph} {Lifecycle}},
url = {http://ceur-ws.org/Vol-2535/paper_10.pdf},
abstract = {This paper is a use case report for the population architecture of a commercial Knowledge Graph. We introduce our pilots and their focus within the MindLab Project, which aims to build Knowledge Graphs with a lifecycle-based approach to enable conversational agents. We describe and evaluate our pipeline for the first step of the lifecycle, namely Knowledge Creation. Our approach satisfies all defined requirements in terms of provenance tracking, scalability, and usability.},
author = {{Umutcan Simsek} and {Jürgen Umbrich} and {Dieter Fensel}},
month = jan,
year = {2020},
keywords = {RML, RocketRML},
}
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