A System for Computing Conceptual Pathways in Bio-medical Text Models

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

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-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.
    Original languageEnglish
    Title of host publicationFoundations of Intelligent Systems : 21st International Symposium, ISMIS 2014, Roskilde, Denmark, June 25-27, 2014. Proceedings
    EditorsTroels Andreasen, Henning Christiansen, Juan-Carlos Cubero, Zbigniew W. Raś
    Place of PublicationHeidelberg
    PublisherSpringer Science+Business Media
    Publication date2014
    Pages264-273
    ISBN (Print)9783319083254, 3319083252
    ISBN (Electronic)9783319083261
    DOIs
    Publication statusPublished - 2014
    EventThe 21st International Symposium on Methodologies for Intelligent Systems. ISMIS 2014 - Roskilde University, Roskilde, Denmark
    Duration: 25 Mar 201427 Jun 2014
    Conference number: 21
    http://isl.ruc.dk/ismis2014/

    Conference

    ConferenceThe 21st International Symposium on Methodologies for Intelligent Systems. ISMIS 2014
    Number21
    LocationRoskilde University
    CountryDenmark
    CityRoskilde
    Period25/03/201427/06/2014
    Internet address
    SeriesLecture Notes in Computer Science
    ISSN0302-9743

    Cite this

    Andreasen, T., Bulskov, H., Nilsson, J. F., & Jensen, P. A. (2014). A System for Computing Conceptual Pathways in Bio-medical Text Models. In T. Andreasen, H. Christiansen, J-C. Cubero, & Z. W. Raś (Eds.), Foundations of Intelligent Systems: 21st International Symposium, ISMIS 2014, Roskilde, Denmark, June 25-27, 2014. Proceedings (pp. 264-273). Springer Science+Business Media. Lecture Notes in Computer Science https://doi.org/10.1007/978-3-319-08326-1_27