<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of hal-01523043</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-05-17T16:09:23+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">On Topic Categorization of PubMed Query Results</title>
            <author role="aut">
              <persName>
                <forename type="first">Andreas</forename>
                <surname>Kanavos</surname>
              </persName>
              <email type="md5">91e07ee559d3418084078b9020aabbf2</email>
              <email type="domain">ceid.upatras.gr</email>
              <idno type="idhal" notation="numeric">992416</idno>
              <idno type="halauthorid" notation="string">1076280-992416</idno>
              <affiliation ref="#struct-49036"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Christos</forename>
                <surname>Makris</surname>
              </persName>
              <email type="md5">78ae106cfc3079f90d44f24a694d89f6</email>
              <email type="domain">ceid.upatras.gr</email>
              <idno type="idhal" notation="numeric">992346</idno>
              <idno type="halauthorid" notation="string">1076132-992346</idno>
              <affiliation ref="#struct-49036"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Evangelos</forename>
                <surname>Theodoridis</surname>
              </persName>
              <email type="md5">74c03d0fbd2722f4b74ad943184cf09f</email>
              <email type="domain">ceid.upatras.gr</email>
              <idno type="idhal" notation="numeric">1008211</idno>
              <idno type="halauthorid" notation="string">1170356-1008211</idno>
              <affiliation ref="#struct-89996"/>
              <affiliation ref="#struct-49036"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Hal</forename>
                <surname>Ifip</surname>
              </persName>
              <email type="md5">2073ac78024b6e13f2714db96e9b1e63</email>
              <email type="domain">inria.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2017-05-16 09:16:42</date>
              <date type="whenModified">2023-02-14 15:30:05</date>
              <date type="whenReleased">2017-05-16 09:21:52</date>
              <date type="whenProduced">2012-09-27</date>
              <date type="whenEndEmbargoed">2015-01-01</date>
              <ref type="file" target="https://hal.science/hal-01523043v1/document">
                <date notBefore="2015-01-01"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://hal.science/hal-01523043v1/file/978-3-642-33412-2_57_Chapter.pdf" id="file-1523043-1583964">
                <date notBefore="2015-01-01"/>
              </ref>
              <ref type="externalLink" target="https://link.springer.com/content/pdf/10.1007%2F978-3-642-33412-2_57.pdf"/>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="200187">
                <persName>
                  <forename>Hal</forename>
                  <surname>Ifip</surname>
                </persName>
                <email type="md5">2073ac78024b6e13f2714db96e9b1e63</email>
                <email type="domain">inria.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-01523043</idno>
            <idno type="halUri">https://hal.science/hal-01523043</idno>
            <idno type="halBibtex">kanavos:hal-01523043</idno>
            <idno type="halRefHtml">&lt;i&gt;8th International Conference on Artificial Intelligence Applications and Innovations (AIAI)&lt;/i&gt;, Sep 2012, Halkidiki, Greece. pp.556-565, &lt;a target="_blank" href="https://dx.doi.org/10.1007/978-3-642-33412-2_57"&gt;&amp;#x27E8;10.1007/978-3-642-33412-2_57&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">8th International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2012, Halkidiki, Greece. pp.556-565, &amp;#x27E8;10.1007/978-3-642-33412-2_57&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://creativecommons.org/licenses/by/4.0/">CC BY 4.0 - Attribution<ref corresp="#file-1523043-1583964"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="IFIP">IFIP - International Federation for Information Processing</idno>
            <idno type="stamp" n="IFIP-AICT" corresp="IFIP">IFIP Advances in Information and Communication Technology</idno>
            <idno type="stamp" n="IFIP-TC" corresp="IFIP">IFIP Technical Committees </idno>
            <idno type="stamp" n="IFIP-WG" corresp="IFIP">Working Groups</idno>
            <idno type="stamp" n="IFIP-TC12" corresp="IFIP-TC">TC12 - Artificial Intelligence</idno>
            <idno type="stamp" n="IFIP-AIAI">IFIP-AIAI</idno>
            <idno type="stamp" n="IFIP-WG12-5" corresp="IFIP-WG">IFIP-WG12-5</idno>
            <idno type="stamp" n="IFIP-AICT-382" corresp="IFIP-AICT">Artificial Intelligence Applications and Innovations - Part II (AIAI 2012)</idno>
          </seriesStmt>
          <notesStmt>
            <note type="commentary">Part 8: First Workshop on Algorithms for Data and Text Mining in Bioinformatics (WADTMB 2012)</note>
            <note type="audience" n="2">International</note>
            <note type="invited" n="0">No</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
            <note type="proceedings" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">On Topic Categorization of PubMed Query Results</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Andreas</forename>
                    <surname>Kanavos</surname>
                  </persName>
                  <email type="md5">91e07ee559d3418084078b9020aabbf2</email>
                  <email type="domain">ceid.upatras.gr</email>
                  <idno type="idhal" notation="numeric">992416</idno>
                  <idno type="halauthorid" notation="string">1076280-992416</idno>
                  <affiliation ref="#struct-49036"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Christos</forename>
                    <surname>Makris</surname>
                  </persName>
                  <email type="md5">78ae106cfc3079f90d44f24a694d89f6</email>
                  <email type="domain">ceid.upatras.gr</email>
                  <idno type="idhal" notation="numeric">992346</idno>
                  <idno type="halauthorid" notation="string">1076132-992346</idno>
                  <affiliation ref="#struct-49036"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Evangelos</forename>
                    <surname>Theodoridis</surname>
                  </persName>
                  <email type="md5">74c03d0fbd2722f4b74ad943184cf09f</email>
                  <email type="domain">ceid.upatras.gr</email>
                  <idno type="idhal" notation="numeric">1008211</idno>
                  <idno type="halauthorid" notation="string">1170356-1008211</idno>
                  <affiliation ref="#struct-89996"/>
                  <affiliation ref="#struct-49036"/>
                </author>
              </analytic>
              <monogr>
                <title level="m">IFIP Advances in Information and Communication Technology</title>
                <meeting>
                  <title>8th International Conference on Artificial Intelligence Applications and Innovations (AIAI)</title>
                  <date type="start">2012-09-27</date>
                  <date type="end">2012-09-30</date>
                  <settlement>Halkidiki</settlement>
                  <country key="GR">Greece</country>
                </meeting>
                <editor>Lazaros Iliadis</editor>
                <editor>Ilias Maglogiannis</editor>
                <editor>Harris Papadopoulos</editor>
                <editor>Kostas Karatzas</editor>
                <editor>Spyros Sioutas</editor>
                <imprint>
                  <publisher>Springer</publisher>
                  <biblScope unit="serie">Artificial Intelligence Applications and Innovations</biblScope>
                  <biblScope unit="volume">AICT-382</biblScope>
                  <biblScope unit="issue">Part II</biblScope>
                  <biblScope unit="pp">556-565</biblScope>
                  <date type="datePub">2012</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1007/978-3-642-33412-2_57</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">MeSH ontology</term>
                <term xml:lang="en">pubMed search</term>
                <term xml:lang="en">semantic topic clustering</term>
              </keywords>
              <classCode scheme="halDomain" n="info">Computer Science [cs]</classCode>
              <classCode scheme="halTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halOldTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halTreeTypology" n="COMM">Conference papers</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>Nowadays, people frequently use search engines in order to find the information they need on the Web. Especially Web search constitutes a basic tool used by million researchers in their everyday work. A very popular indexing engine, concerning life sciences and biomedical research is PubMed. PubMed is a free database accessing primarily the MEDLINE database of references and abstracts on life sciences and biomedical topics. The present search engines usually return search results in a global ranking making it difficult to the users to browse in different topics or subtopics that they query. Because of this mixing of results belonging to different topics, the average users spend a lot of time to find Web pages, best matching their query. In this paper, we propose a novel system to address this problem. We present and evaluate a methodology that exploits semantic text clustering techniques in order to group biomedical document collections in homogeneous topics. In order to provide more accurate clustering results, we utilize various biomedical ontologies, like MeSH and GeneOntology. Finally, we embed the proposed methodology in an online system that post-processes the PubMed online database in order to provide to users the retrieved results according to well formed topics.</p>
            </abstract>
            <particDesc>
              <org type="consortium">TC 12</org>
              <org type="consortium">WG 12.5</org>
            </particDesc>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-49036" status="VALID">
          <orgName>Department of Computer Engineering and Informatics [Patras]</orgName>
          <desc>
            <address>
              <country key="GR"/>
            </address>
            <ref type="url">https://www.ceid.upatras.gr/en</ref>
          </desc>
          <listRelation>
            <relation active="#struct-77278" type="direct"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-89996" status="OLD">
          <orgName>Computer Technology Institute</orgName>
          <orgName type="acronym">CTI</orgName>
          <desc>
            <address>
              <addrLine>61 Riga Feraiou str., Patras, Greece</addrLine>
              <country key="GR"/>
            </address>
            <ref type="url">http://www.cti.gr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-322403" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-77278" status="VALID">
          <orgName>University of Patras</orgName>
          <desc>
            <address>
              <addrLine>265 04 Rio Achaia, Patras</addrLine>
              <country key="GR"/>
            </address>
            <ref type="url">http://www.upatras.gr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-322403" status="INCOMING">
          <orgName>Computer Technology Institute</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>