<?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-03600561</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="2026-05-03T21:06:39+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">What can we learn from 9 years of ticketing data at a major transport hub? A structural time series decomposition</title>
            <author role="aut">
              <persName>
                <forename type="first">Paul</forename>
                <surname>de Nailly</surname>
              </persName>
              <idno type="halauthorid">2447091-0</idno>
              <affiliation ref="#struct-580990"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Etienne</forename>
                <surname>Come</surname>
              </persName>
              <email type="md5">7b372f91a87ecff8c7d3f893e64a3927</email>
              <email type="domain">univ-paris1.fr</email>
              <idno type="idhal" notation="numeric">1359360</idno>
              <idno type="halauthorid" notation="string">734306-1359360</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-0459-6388</idno>
              <idno type="IDREF">https://www.idref.fr/143865730</idno>
              <affiliation ref="#struct-580990"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Allou</forename>
                <surname>Same</surname>
              </persName>
              <email type="md5">874821e55e8d07158231e77415ab6371</email>
              <email type="domain">univ-eiffel.fr</email>
              <idno type="idhal" notation="string">allousame</idno>
              <idno type="idhal" notation="numeric">1361925</idno>
              <idno type="halauthorid" notation="string">528189-1361925</idno>
              <affiliation ref="#struct-580990"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Latifa</forename>
                <surname>Oukhellou</surname>
              </persName>
              <email type="md5">f1df99d90cd99fc23ec54e0b3b4b1235</email>
              <email type="domain">ifsttar.fr</email>
              <idno type="idhal" notation="string">latifa-oukhellou</idno>
              <idno type="idhal" notation="numeric">176168</idno>
              <idno type="halauthorid" notation="string">1052-176168</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-5193-1732</idno>
              <idno type="IDREF">https://www.idref.fr/176244697</idno>
              <affiliation ref="#struct-580990"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Jacques</forename>
                <surname>Ferriere</surname>
              </persName>
              <idno type="halauthorid">2447092-0</idno>
              <affiliation ref="#struct-1089116"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Yasmine</forename>
                <surname>Merad-Boudia</surname>
              </persName>
              <idno type="halauthorid">2447093-0</idno>
              <affiliation ref="#struct-1089116"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Ifsttar</forename>
                <surname>Cadic</surname>
              </persName>
              <email type="md5">ac6d72b766ba563125152d1789e6a340</email>
              <email type="domain">ifsttar.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2022-03-07 16:15:58</date>
              <date type="whenWritten">2021-01-01</date>
              <date type="whenModified">2024-05-30 11:50:24</date>
              <date type="whenReleased">2022-03-09 08:58:15</date>
              <date type="whenProduced">2022-01-01</date>
              <date type="whenEndEmbargoed">2022-03-07</date>
              <ref type="file" target="https://hal.science/hal-03600561v1/document">
                <date notBefore="2022-03-07"/>
              </ref>
              <ref type="file" subtype="greenPublisher" n="1" target="https://hal.science/hal-03600561v1/file/doc00034306.pdf" id="file-3600561-3148453">
                <date notBefore="2022-03-07"/>
              </ref>
              <ref type="externalLink" target="https://www.tandfonline.com/doi/pdf/10.1080/23249935.2021.1948626?needAccess=true"/>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="128222">
                <persName>
                  <forename>Ifsttar</forename>
                  <surname>Cadic</surname>
                </persName>
                <email type="md5">ac6d72b766ba563125152d1789e6a340</email>
                <email type="domain">ifsttar.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-03600561</idno>
            <idno type="halUri">https://hal.science/hal-03600561</idno>
            <idno type="halBibtex">denailly:hal-03600561</idno>
            <idno type="halRefHtml">&lt;i&gt;Transportmetrica A: Transport Science&lt;/i&gt;, 2022, 18 (3), pp 1445-1469. &lt;a target="_blank" href="https://dx.doi.org/10.1080/23249935.2021.1948626"&gt;&amp;#x27E8;10.1080/23249935.2021.1948626&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">Transportmetrica A: Transport Science, 2022, 18 (3), pp 1445-1469. &amp;#x27E8;10.1080/23249935.2021.1948626&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-3600561-3148453"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="IFSTTAR">Ifsttar</idno>
            <idno type="stamp" n="UNIV-EIFFEL">Université Gustave Eiffel</idno>
            <idno type="stamp" n="U-EIFFEL">Université Gustave Eiffel</idno>
            <idno type="stamp" n="COSYS">Composants et systèmes</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="1">Not set</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">What can we learn from 9 years of ticketing data at a major transport hub? A structural time series decomposition</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Paul</forename>
                    <surname>de Nailly</surname>
                  </persName>
                  <idno type="halauthorid">2447091-0</idno>
                  <affiliation ref="#struct-580990"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Etienne</forename>
                    <surname>Come</surname>
                  </persName>
                  <email type="md5">7b372f91a87ecff8c7d3f893e64a3927</email>
                  <email type="domain">univ-paris1.fr</email>
                  <idno type="idhal" notation="numeric">1359360</idno>
                  <idno type="halauthorid" notation="string">734306-1359360</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-0459-6388</idno>
                  <idno type="IDREF">https://www.idref.fr/143865730</idno>
                  <affiliation ref="#struct-580990"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Allou</forename>
                    <surname>Same</surname>
                  </persName>
                  <email type="md5">874821e55e8d07158231e77415ab6371</email>
                  <email type="domain">univ-eiffel.fr</email>
                  <idno type="idhal" notation="string">allousame</idno>
                  <idno type="idhal" notation="numeric">1361925</idno>
                  <idno type="halauthorid" notation="string">528189-1361925</idno>
                  <affiliation ref="#struct-580990"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Latifa</forename>
                    <surname>Oukhellou</surname>
                  </persName>
                  <email type="md5">f1df99d90cd99fc23ec54e0b3b4b1235</email>
                  <email type="domain">ifsttar.fr</email>
                  <idno type="idhal" notation="string">latifa-oukhellou</idno>
                  <idno type="idhal" notation="numeric">176168</idno>
                  <idno type="halauthorid" notation="string">1052-176168</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-5193-1732</idno>
                  <idno type="IDREF">https://www.idref.fr/176244697</idno>
                  <affiliation ref="#struct-580990"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Jacques</forename>
                    <surname>Ferriere</surname>
                  </persName>
                  <idno type="halauthorid">2447092-0</idno>
                  <affiliation ref="#struct-1089116"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Yasmine</forename>
                    <surname>Merad-Boudia</surname>
                  </persName>
                  <idno type="halauthorid">2447093-0</idno>
                  <affiliation ref="#struct-1089116"/>
                </author>
              </analytic>
              <monogr>
                <idno type="localRef">DOC00034306</idno>
                <idno type="halJournalId" status="VALID">102305</idno>
                <idno type="issn">2324-9935</idno>
                <idno type="eissn">2324-9943</idno>
                <title level="j">Transportmetrica A: Transport Science</title>
                <imprint>
                  <publisher>Taylor &amp; Francis</publisher>
                  <biblScope unit="volume">18</biblScope>
                  <biblScope unit="issue">3</biblScope>
                  <biblScope unit="pp">pp 1445-1469</biblScope>
                  <date type="datePub">2022-01-01</date>
                  <date type="dateEpub">2021-07-19</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1080/23249935.2021.1948626</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">DECOMPOSITION</term>
                <term xml:lang="en">PUBLIC TRANSPORTATION DATA</term>
                <term xml:lang="en">STRUCTURAL TIME SERIES MODELS</term>
                <term xml:lang="fr">FILTRE DE KALMAN</term>
              </keywords>
              <classCode scheme="halDomain" n="spi.other">Engineering Sciences [physics]/Other</classCode>
              <classCode scheme="halTypology" n="ART">Journal articles</classCode>
              <classCode scheme="halOldTypology" n="ART">Journal articles</classCode>
              <classCode scheme="halTreeTypology" n="ART">Journal articles</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>Mobility demand analysis is increasingly based on smart card data, that are generally aggregated into time series describing the volume of riders along time. These series present patterns resulting from multiple external factors. This paper investigates the problem of decomposing daily ridership data collected at a multimodal transportation hub. The analysis is based on structural time series models that decompose the series into unobserved components. The aim of the decomposition is to highlight the impact of long-term factors, such as trend or seasonality, and exogenous factors such as maintenance work or unanticipated events such as strikes or the COVID-19 health crisis. We focus our analysis on incoming flows of passengers to two transport lines known to be complementary in the Parisian public transport network. The available ridership data allows analysis over both long-term and short-term time horizons including significant events that have impacted people&amp;apos;s mobility in the Paris region.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-580990" status="VALID">
          <idno type="IdRef">161309690</idno>
          <idno type="RNSR">198518204G</idno>
          <orgName>Génie des Réseaux de Transport Terrestres et Informatique Avancée</orgName>
          <orgName type="acronym">COSYS-GRETTIA</orgName>
          <date type="start">2020-01-01</date>
          <desc>
            <address>
              <addrLine>14-20 Boulevard NewtonCité Descartes, Champs sur MarneF-77454  Marne la Vallée Cedex 2</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.ifsttar.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-580722" type="direct"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-1089116" status="INCOMING">
          <orgName>EDT, RATP</orgName>
          <desc>
            <address>
              <addrLine>54 Quai de la Rapée, Paris</addrLine>
              <country key="FR"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-546540" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-580722" status="VALID">
          <idno type="ROR">https://ror.org/03x42jk29</idno>
          <orgName>Université Gustave Eiffel</orgName>
          <date type="start">2020-01-01</date>
          <desc>
            <address>
              <addrLine>Cité Descartes, 5 Boulevard Descartes • Champs-sur-Marne, 77454 Marne-la-Vallée Cedex 2</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-gustave-eiffel.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-546540" status="INCOMING">
          <orgName>parent</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>