Pathway Computation in Models Derived from Bio-science Text Sources

Troels Andreasen, Henrik Bulskov Styltsvig, Per Anker Jensen, Jørgen Fischer Nilsson

Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningpeer review

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Abstrakt

This paper outlines a system, OntoScape, serving to accomplish complex inference tasks on knowledge bases and bio-models derived from life-science text corpora. The system applies so-called natural logic, a form of logic which is readable for humans. This logic affords ontological representations of complex terms appearing in the text sources. Along with logical propositions, the system applies a semantic graph representation facilitating calculation of bio-pathways. More generally, the system affords means of query answering appealing to general and domain specific inference rules.
OriginalsprogEngelsk
TitelFoundations of Intelligent Systems - 23rd International Symposium, ISMIS 2017, Proceedings : Proceedings of the 23rd International Symposium, ISMIS 2017
RedaktørerMarzena Kryszkiewicz , Annalisa Appice, Dominik Ślęzak, Henryk Rybinski, Andrzej Skowron, Zbigniew W. Raś
Antal sider11
Vol/bind10352
ForlagSpringer
Publikationsdato2017
Sider424-434
ISBN (Trykt)9783319604374
ISBN (Elektronisk)9783319604381
DOI
StatusUdgivet - 2017
BegivenhedThe 23rd International Symposium on Methodologies for Intelligent Systems. ISMIS 2017 - Warsaw University of Technology, Warsaw, Polen
Varighed: 26 jun. 201729 jun. 2017
Konferencens nummer: 23
http://ismis2017.ii.pw.edu.pl/

Konference

KonferenceThe 23rd International Symposium on Methodologies for Intelligent Systems. ISMIS 2017
Nummer23
LokationWarsaw University of Technology
LandPolen
ByWarsaw
Periode26/06/201729/06/2017
Internetadresse
NavnLecture Notes in Computer Science
Vol/bind10352
ISSN0302-9743

Emneord

  • Semantic text processing in bio-informatics
  • Bio-models using natural logic and semantic graphs
  • Querying and pathway computation

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