<?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-01222629</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="2026-05-03T13:10:11+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">ADVANSE: Sentiment, Opinion and Emotion Analysis in French Tweets</title>
            <title xml:lang="fr">ADVANSE : Analyse du sentiment, de l’opinion et de l’émotion sur des Tweets Français</title>
            <author role="crp">
              <persName>
                <forename type="first">Amine</forename>
                <surname>Abdaoui</surname>
              </persName>
              <email type="md5">f9d10f3f1bea0398e2f8fc749f05e8f6</email>
              <email type="domain">lirmm.fr</email>
              <idno type="idhal" notation="string">amine-abdaoui</idno>
              <idno type="idhal" notation="numeric">3052</idno>
              <idno type="halauthorid" notation="string">24914-3052</idno>
              <affiliation ref="#struct-409262"/>
            </author>
            <author role="crp">
              <persName>
                <forename type="first">Mike Donald</forename>
                <surname>Tapi Nzali</surname>
              </persName>
              <email type="md5">c3453cebaebc1cb2186ab52b46708f29</email>
              <email type="domain">univ-montp2.fr</email>
              <idno type="idhal" notation="string">mike-donaldtapi-nzali</idno>
              <idno type="idhal" notation="numeric">12120</idno>
              <idno type="halauthorid" notation="string">27479-12120</idno>
              <idno type="IDREF">https://www.idref.fr/231521685</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-6245-5516</idno>
              <orgName ref="#struct-410122"/>
              <affiliation ref="#struct-409262"/>
              <affiliation ref="#struct-424479"/>
              <affiliation ref="#struct-410122"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Jérôme</forename>
                <surname>Azé</surname>
              </persName>
              <email type="md5">fb6f639e521dc88ff7c2a2932c1d666f</email>
              <email type="domain">lri.fr</email>
              <idno type="idhal" notation="string">jerome-aze</idno>
              <idno type="idhal" notation="numeric">4275</idno>
              <idno type="halauthorid" notation="string">23113-4275</idno>
              <idno type="IDREF">https://www.idref.fr/079724868</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-7372-729X</idno>
              <idno type="GOOGLE SCHOLAR">beRHcScAAAAJ</idno>
              <affiliation ref="#struct-409262"/>
              <affiliation ref="#struct-410122"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Sandra</forename>
                <surname>Bringay</surname>
              </persName>
              <email type="md5">81fa42401126083bb62dd96492a05575</email>
              <email type="domain">lirmm.fr</email>
              <idno type="idhal" notation="string">sandra-bringay</idno>
              <idno type="idhal" notation="numeric">8588</idno>
              <idno type="halauthorid" notation="string">17651-8588</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-2830-3666</idno>
              <idno type="IDREF">https://www.idref.fr/11360016X</idno>
              <orgName ref="#struct-42812"/>
              <affiliation ref="#struct-409262"/>
              <affiliation ref="#struct-42812"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Christian</forename>
                <surname>Lavergne</surname>
              </persName>
              <email type="md5">f33c333fde4b2d349a1199a11339121f</email>
              <email type="domain">math.univ-montp2.fr</email>
              <idno type="idhal" notation="numeric">852822</idno>
              <idno type="halauthorid" notation="string">339820-852822</idno>
              <affiliation ref="#struct-424479"/>
              <affiliation ref="#struct-42812"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Caroline</forename>
                <surname>Mollevi</surname>
              </persName>
              <email type="md5">0c86c9137e8fa4923350f4cb3ceb51ad</email>
              <email type="domain">chu-montpellier.fr</email>
              <idno type="idhal" notation="string">caroline-mollevi</idno>
              <idno type="idhal" notation="numeric">751492</idno>
              <idno type="halauthorid" notation="string">24000-751492</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-4827-3684</idno>
              <affiliation ref="#struct-229806"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Pascal</forename>
                <surname>Poncelet</surname>
              </persName>
              <email type="md5">a01013fff28244b30818d056a90083f1</email>
              <email type="domain">ema.fr</email>
              <idno type="idhal" notation="string">pascal-poncelet</idno>
              <idno type="idhal" notation="numeric">6247</idno>
              <idno type="halauthorid" notation="string">23856-6247</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-8277-3490</idno>
              <idno type="IDREF">https://www.idref.fr/069260613</idno>
              <affiliation ref="#struct-409262"/>
              <affiliation ref="#struct-410122"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Mike Donald</forename>
                <surname>TAPI NZALI</surname>
              </persName>
              <email type="md5">421c27c74a0f0543f3a52497625097e1</email>
              <email type="domain">univ-montp2.fr</email>
            </editor>
            <funder ref="#projanr-35792"/>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2015-10-30 11:47:54</date>
              <date type="whenModified">2025-01-08 15:28:03</date>
              <date type="whenReleased">2015-10-30 13:45:54</date>
              <date type="whenProduced">2015-06-22</date>
              <date type="whenEndEmbargoed">2015-10-30</date>
              <ref type="file" target="https://hal.science/hal-01222629v1/document">
                <date notBefore="2015-10-30"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://hal.science/hal-01222629v1/file/TALNDEFT2015.pdf" id="file-1222629-1301068">
                <date notBefore="2015-10-30"/>
              </ref>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="313124">
                <persName>
                  <forename>Mike Donald</forename>
                  <surname>TAPI NZALI</surname>
                </persName>
                <email type="md5">421c27c74a0f0543f3a52497625097e1</email>
                <email type="domain">univ-montp2.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-01222629</idno>
            <idno type="halUri">https://hal.science/hal-01222629</idno>
            <idno type="halBibtex">abdaoui:hal-01222629</idno>
            <idno type="halRefHtml">&lt;i&gt;DEFT: Défi Fouille de Texte&lt;/i&gt;, Jun 2015, Caen, France</idno>
            <idno type="halRef">DEFT: Défi Fouille de Texte, Jun 2015, Caen, France</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-1222629-1301068"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="INSERM">INSERM - Institut national de la santé et de la recherche médicale</idno>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="UNIV-MONTP3">Université de Montpellier Paul-Valéry</idno>
            <idno type="stamp" n="I3M_UMR5149">Institut de Mathématiques et de Modélisation de Montpellier</idno>
            <idno type="stamp" n="INSMI">CNRS-INSMI - INstitut des Sciences Mathématiques et de leurs Interactions</idno>
            <idno type="stamp" n="FNCLCC" corresp="INSERM">UNICANCER</idno>
            <idno type="stamp" n="VALDAURELLE" corresp="FNCLCC">CRLC Val d'Aurelle - Paul Lamarque</idno>
            <idno type="stamp" n="ADVANSE" corresp="LIRMM">ADVanced Analytics for data SciencE</idno>
            <idno type="stamp" n="35792">SIFR</idno>
            <idno type="stamp" n="LIRMM">Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier</idno>
            <idno type="stamp" n="IMAG-MONTPELLIER">Institut Montpelliérain Alexander Grothendieck</idno>
            <idno type="stamp" n="MIPS">Mathématiques, Informatique, Physique et Systèmes</idno>
            <idno type="stamp" n="UNIV-MONTPELLIER">Université de Montpellier</idno>
            <idno type="stamp" n="ANR">ANR</idno>
            <idno type="stamp" n="UPVM-TI" corresp="UNIV-MONTP3">Publications UPVM texte intégral</idno>
            <idno type="stamp" n="UM-2015-2021" corresp="UNIV-MONTPELLIER">Université de Montpellier (2015-2021)</idno>
            <idno type="stamp" n="AMIS">AMIS</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="3">National</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">ADVANSE: Sentiment, Opinion and Emotion Analysis in French Tweets</title>
                <title xml:lang="fr">ADVANSE : Analyse du sentiment, de l’opinion et de l’émotion sur des Tweets Français</title>
                <author role="crp">
                  <persName>
                    <forename type="first">Amine</forename>
                    <surname>Abdaoui</surname>
                  </persName>
                  <email type="md5">f9d10f3f1bea0398e2f8fc749f05e8f6</email>
                  <email type="domain">lirmm.fr</email>
                  <idno type="idhal" notation="string">amine-abdaoui</idno>
                  <idno type="idhal" notation="numeric">3052</idno>
                  <idno type="halauthorid" notation="string">24914-3052</idno>
                  <affiliation ref="#struct-409262"/>
                </author>
                <author role="crp">
                  <persName>
                    <forename type="first">Mike Donald</forename>
                    <surname>Tapi Nzali</surname>
                  </persName>
                  <email type="md5">c3453cebaebc1cb2186ab52b46708f29</email>
                  <email type="domain">univ-montp2.fr</email>
                  <idno type="idhal" notation="string">mike-donaldtapi-nzali</idno>
                  <idno type="idhal" notation="numeric">12120</idno>
                  <idno type="halauthorid" notation="string">27479-12120</idno>
                  <idno type="IDREF">https://www.idref.fr/231521685</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-6245-5516</idno>
                  <orgName ref="#struct-410122"/>
                  <affiliation ref="#struct-409262"/>
                  <affiliation ref="#struct-424479"/>
                  <affiliation ref="#struct-410122"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Jérôme</forename>
                    <surname>Azé</surname>
                  </persName>
                  <email type="md5">fb6f639e521dc88ff7c2a2932c1d666f</email>
                  <email type="domain">lri.fr</email>
                  <idno type="idhal" notation="string">jerome-aze</idno>
                  <idno type="idhal" notation="numeric">4275</idno>
                  <idno type="halauthorid" notation="string">23113-4275</idno>
                  <idno type="IDREF">https://www.idref.fr/079724868</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-7372-729X</idno>
                  <idno type="GOOGLE SCHOLAR">beRHcScAAAAJ</idno>
                  <affiliation ref="#struct-409262"/>
                  <affiliation ref="#struct-410122"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Sandra</forename>
                    <surname>Bringay</surname>
                  </persName>
                  <email type="md5">81fa42401126083bb62dd96492a05575</email>
                  <email type="domain">lirmm.fr</email>
                  <idno type="idhal" notation="string">sandra-bringay</idno>
                  <idno type="idhal" notation="numeric">8588</idno>
                  <idno type="halauthorid" notation="string">17651-8588</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-2830-3666</idno>
                  <idno type="IDREF">https://www.idref.fr/11360016X</idno>
                  <orgName ref="#struct-42812"/>
                  <affiliation ref="#struct-409262"/>
                  <affiliation ref="#struct-42812"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Christian</forename>
                    <surname>Lavergne</surname>
                  </persName>
                  <email type="md5">f33c333fde4b2d349a1199a11339121f</email>
                  <email type="domain">math.univ-montp2.fr</email>
                  <idno type="idhal" notation="numeric">852822</idno>
                  <idno type="halauthorid" notation="string">339820-852822</idno>
                  <affiliation ref="#struct-424479"/>
                  <affiliation ref="#struct-42812"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Caroline</forename>
                    <surname>Mollevi</surname>
                  </persName>
                  <email type="md5">0c86c9137e8fa4923350f4cb3ceb51ad</email>
                  <email type="domain">chu-montpellier.fr</email>
                  <idno type="idhal" notation="string">caroline-mollevi</idno>
                  <idno type="idhal" notation="numeric">751492</idno>
                  <idno type="halauthorid" notation="string">24000-751492</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-4827-3684</idno>
                  <affiliation ref="#struct-229806"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Pascal</forename>
                    <surname>Poncelet</surname>
                  </persName>
                  <email type="md5">a01013fff28244b30818d056a90083f1</email>
                  <email type="domain">ema.fr</email>
                  <idno type="idhal" notation="string">pascal-poncelet</idno>
                  <idno type="idhal" notation="numeric">6247</idno>
                  <idno type="halauthorid" notation="string">23856-6247</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-8277-3490</idno>
                  <idno type="IDREF">https://www.idref.fr/069260613</idno>
                  <affiliation ref="#struct-409262"/>
                  <affiliation ref="#struct-410122"/>
                </author>
              </analytic>
              <monogr>
                <meeting>
                  <title>DEFT: Défi Fouille de Texte</title>
                  <date type="start">2015-06-22</date>
                  <date type="end">2015-06-25</date>
                  <settlement>Caen</settlement>
                  <country key="FR">France</country>
                </meeting>
                <imprint>
                  <biblScope unit="serie">Actes de la 11e Défi Fouille de Texte (DEFT'2015) à TALN</biblScope>
                </imprint>
              </monogr>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">opinion analysis</term>
                <term xml:lang="en">emotion analysis</term>
                <term xml:lang="en">subjectivity analysis</term>
                <term xml:lang="en">text mining</term>
                <term xml:lang="en">Sentiment analysis</term>
                <term xml:lang="fr">analyse de subjectivité</term>
                <term xml:lang="fr">fouille de textes</term>
                <term xml:lang="fr">Analyse de sentiments</term>
                <term xml:lang="fr">analyse d’émotions</term>
                <term xml:lang="fr">analyse d’opinions</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>This paper describes the methods we submitted to the DEFT 2015 Challenge (Text Mining Challenge). This eleventh edition concerned the analysis of opinions, sentiments and emotions expressed in French tweets. Three tasks have been proposed, we participated to task 1 which concerned the classification of tweets according to their polarities, to task 2.1 concerning the identification of the generic class of information expressed in the tweet, and finally to task 2.2 that concerned the identification of the specific class of opinion, sentiment or emotion. We proposed supervised methods based on support vector machines (SVM) using several types of attributes such as word n-grams, character n-grams, most common syntactic patterns, etc. Moreover, we constructed and used two French lexicons of sentiments and emotions.</p>
            </abstract>
            <abstract xml:lang="fr">
              <p>Ce papier décrit les systèmes que nous avons soumis au défi DEFT 2015 (Défi Fouille de Texte). Cette onzième édition a porté sur l'analyse de l'opinion, du sentiment et de l'émotion dans des tweets rédigés en Français. Le défi propose trois tâches, nous avons participé à la tâche 1 qui concerne la classification des tweets selon leur polarité, à la tâche 2.1 qui concerne l'identification de la classe générique de l'information exprimée dans les tweets et enfin à la tâche 2.2 qui concerne l'identification de la classe spécifique de l'opinion, du sentiment ou de l'émotion présente dans les tweets. Nous avons proposé des méthodes supervisées basées sur les machines à vecteurs de support (SVM) utilisant plusieurs types d'attributs comme les n-grammes de mots, les n-grammes de caractères, les patrons syntaxiques les plus fréquents, etc. Nous avons également construit et utilisé des lexiques de sentiments et d'émotions spécifiques pour le français.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="researchteam" xml:id="struct-409262" status="OLD">
          <orgName>ADVanced Analytics for data SciencE</orgName>
          <orgName type="acronym">ADVANSE</orgName>
          <date type="end">2021-12-31</date>
          <desc>
            <address>
              <addrLine>LIRMM, 161 rue Ada, 34000 Montpellier</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.lirmm.fr/equipes/ADVANSE/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-181" type="direct"/>
            <relation name="UMR5506" active="#struct-410122" type="indirect"/>
            <relation name="UMR5506" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-424479" status="OLD">
          <idno type="ISNI">0000000404890602</idno>
          <idno type="RNSR">200311827X</idno>
          <idno type="ROR">https://ror.org/044kxby82</idno>
          <orgName>Institut Montpelliérain Alexander Grothendieck</orgName>
          <orgName type="acronym">IMAG</orgName>
          <date type="start">2015-01-01</date>
          <date type="end">2021-12-31</date>
          <desc>
            <address>
              <addrLine>UMR CNRS 5149 - Université Montpellier 2, Case courrier 051, 34095 Montpellier cedex 5 - France</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://imag.umontpellier.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-410122" type="direct"/>
            <relation name="UMR5149" active="#struct-441569" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-410122" status="OLD">
          <idno type="ISNI">0000000120970141</idno>
          <idno type="ROR">https://ror.org/051escj72</idno>
          <orgName>Université de Montpellier</orgName>
          <orgName type="acronym">UM</orgName>
          <date type="end">2021-12-31</date>
          <desc>
            <address>
              <addrLine>163 rue Auguste Broussonnet - 34090 Montpellier</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.umontpellier.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-42812" status="OLD">
          <idno type="IdRef">026404702</idno>
          <idno type="ISNI">000000012196152X</idno>
          <idno type="ROR">https://ror.org/00qhdy563</idno>
          <orgName>Université Paul-Valéry - Montpellier 3</orgName>
          <orgName type="acronym">UPVM</orgName>
          <date type="start">1970-11-18</date>
          <date type="end">2024-12-31</date>
          <desc>
            <address>
              <addrLine>Université Paul Valéry Montpellier 3Route de Mende 34199 Montpellier Cedex 5</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-montp3.fr/</ref>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-229806" status="VALID">
          <orgName>UNICANCER - Institut régional du Cancer Montpellier Val d'Aurelle</orgName>
          <orgName type="acronym">ICM</orgName>
          <date type="start">1923-01-01</date>
          <desc>
            <address>
              <addrLine>208, Avenue des ApothicairesParc Euromédecine34298 Montpellier Cedex 5</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.icm.unicancer.fr/fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300222" type="direct"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-181" status="OLD">
          <idno type="IdRef">139590827</idno>
          <idno type="ISNI">0000000405990488</idno>
          <idno type="RNSR">199111950H</idno>
          <idno type="ROR">https://ror.org/013yean28</idno>
          <orgName>Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier</orgName>
          <orgName type="acronym">LIRMM</orgName>
          <date type="start">1995-01-01</date>
          <date type="end">2021-12-31</date>
          <desc>
            <address>
              <addrLine>161 rue Ada - 34095 Montpellier</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.lirmm.fr</ref>
          </desc>
          <listRelation>
            <relation name="UMR5506" active="#struct-410122" type="direct"/>
            <relation name="UMR5506" active="#struct-441569" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-441569" status="VALID">
          <idno type="IdRef">02636817X</idno>
          <idno type="ISNI">0000000122597504</idno>
          <idno type="ROR">https://ror.org/02feahw73</idno>
          <orgName>Centre National de la Recherche Scientifique</orgName>
          <orgName type="acronym">CNRS</orgName>
          <date type="start">1939-10-19</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.cnrs.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-300222" status="VALID">
          <orgName>CRLCC Val d'Aurelle - Paul Lamarque</orgName>
          <desc>
            <address>
              <addrLine>34298 Montpellier</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.valdaurelle.fr/</ref>
          </desc>
        </org>
      </listOrg>
      <listOrg type="projects">
        <org type="anrProject" xml:id="projanr-35792" status="VALID">
          <idno type="anr">ANR-12-JS02-0010</idno>
          <idno type="program">JCJC - SIMI 2 - Science informatique et applications</idno>
          <orgName>SIFR</orgName>
          <desc>Indexation sémantique de ressources biomédicales francophones</desc>
          <date type="start">2012</date>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>