A system for computing conceptual pathways in bio-medical text models

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

Publikation: Bidrag til bog/antologi/rapportBidrag til bog/antologiForskningpeer review

Abstract

This paper describes the key principles in a system for querying and conceptual path finding in a logic-based knowledge base. The knowledge base is extracted from textual descriptions in bio-, pharma- and medical areas. The knowledge base applies natural logic, that is, a variable-free term-algebraic form of predicate logic. Natural logics are distinguished by coming close to natural language so that propositions are readable by domain experts. The natural logic knowledge base is accompanied by an internal graph representation, where the nodes represent simple concept terms as well as compound concepts stemming from entire phrases. Path finding between concepts is facilitated by a labelled graph form that represents the knowledge base as well as the ontological information
OriginalsprogEngelsk
TitelFoundations of Intelligent Systems : 21st International Symposium, ISMIS 2014, Roskilde, Denmark, June 25-27, 2014. Proceedings
RedaktørerTroels Andreasen, Henning Christiansen , Juan-Carlos Cubero , Zbigniew W. Ras
ForlagSpringer
Publikationsdato2014
Sider264-273
ISBN (Trykt)978-3-319-08325-4
ISBN (Elektronisk)978-3-319-08326-1
DOI
StatusUdgivet - 2014
NavnLecture Notes in Computer Science
Vol/bind8502
ISSN0302-9743

Citer dette

Andreasen, T., Styltsvig, H. B., Nilsson, J. F., & Jensen, P. A. (2014). A system for computing conceptual pathways in bio-medical text models. I T. Andreasen, H. Christiansen , J-C. Cubero , & Z. W. Ras (red.), Foundations of Intelligent Systems: 21st International Symposium, ISMIS 2014, Roskilde, Denmark, June 25-27, 2014. Proceedings (s. 264-273). Springer. Lecture Notes in Computer Science, Bind. 8502 https://doi.org/10.1007/978-3-319-08326-1_27