<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="reed-cutsuridis-2020-demonstration">
    <titleInfo>
        <title>Demonstration of a Literature Based Discovery System based on Ontologies, Semantic Filters and Word Embeddings for the Raynaud Disease-Fish Oil Rediscovery</title>
    </titleInfo>
    <name type="personal">
        <namePart type="given">Toby</namePart>
        <namePart type="family">Reed</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Vassilis</namePart>
        <namePart type="family">Cutsuridis</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <originInfo>
        <dateIssued>2020-12</dateIssued>
    </originInfo>
    <typeOfResource>text</typeOfResource>
    <relatedItem type="host">
        <titleInfo>
            <title>Proceedings of the 17th International Conference on Natural Language Processing (ICON): System Demonstrations</title>
        </titleInfo>
        <name type="personal">
            <namePart type="given">Vishal</namePart>
            <namePart type="family">Goyal</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Asif</namePart>
            <namePart type="family">Ekbal</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <originInfo>
            <publisher>NLP Association of India (NLPAI)</publisher>
            <place>
                <placeTerm type="text">Patna, India</placeTerm>
            </place>
        </originInfo>
        <genre authority="marcgt">conference publication</genre>
    </relatedItem>
    <abstract>A novel literature-based discovery system based on UMLS Ontologies, Semantic Filters, Statistics, and Word Embed-dings was developed and validated against the well-established Raynaud’s disease – Fish Oil discovery by min-ing different size and specificity corpora of Pubmed titles and abstracts. Results show an ‘inverse effect’ between open ver-sus closed discovery search modes. In open discovery, a more general and bigger corpus (Vascular disease or Peri-vascular disease) produces better results than a more specific and smaller in size corpus (Raynaud disease), whereas in closed discovery, the exact opposite is true.</abstract>
    <identifier type="citekey">reed-cutsuridis-2020-demonstration</identifier>
    <location>
        <url>https://aclanthology.org/2020.icon-demos.1</url>
    </location>
    <part>
        <date>2020-12</date>
        <extent unit="page">
            <start>1</start>
            <end>3</end>
        </extent>
    </part>
</mods>
</modsCollection>

%0 Conference Proceedings
%T Demonstration of a Literature Based Discovery System based on Ontologies, Semantic Filters and Word Embeddings for the Raynaud Disease-Fish Oil Rediscovery
%A Reed, Toby
%A Cutsuridis, Vassilis
%Y Goyal, Vishal
%Y Ekbal, Asif
%S Proceedings of the 17th International Conference on Natural Language Processing (ICON): System Demonstrations
%D 2020
%8 December
%I NLP Association of India (NLPAI)
%C Patna, India
%F reed-cutsuridis-2020-demonstration
%X A novel literature-based discovery system based on UMLS Ontologies, Semantic Filters, Statistics, and Word Embed-dings was developed and validated against the well-established Raynaud’s disease – Fish Oil discovery by min-ing different size and specificity corpora of Pubmed titles and abstracts. Results show an ‘inverse effect’ between open ver-sus closed discovery search modes. In open discovery, a more general and bigger corpus (Vascular disease or Peri-vascular disease) produces better results than a more specific and smaller in size corpus (Raynaud disease), whereas in closed discovery, the exact opposite is true.
%U https://aclanthology.org/2020.icon-demos.1
%P 1-3

Markdown (Informal)

[Demonstration of a Literature Based Discovery System based on Ontologies, Semantic Filters and Word Embeddings for the Raynaud Disease-Fish Oil Rediscovery](https://aclanthology.org/2020.icon-demos.1) (Reed & Cutsuridis, ICON 2020)

• Demonstration of a Literature Based Discovery System based on Ontologies, Semantic Filters and Word Embeddings for the Raynaud Disease-Fish Oil Rediscovery (Reed & Cutsuridis, ICON 2020)

ACL

• Toby Reed and Vassilis Cutsuridis. 2020. Demonstration of a Literature Based Discovery System based on Ontologies, Semantic Filters and Word Embeddings for the Raynaud Disease-Fish Oil Rediscovery. In Proceedings of the 17th International Conference on Natural Language Processing (ICON): System Demonstrations, pages 1–3, Patna, India. NLP Association of India (NLPAI).