<?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-02426339</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="2026-05-25T01:57:36+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Visualization of Blockchain Data: A Systematic Review</title>
            <author role="aut">
              <persName>
                <forename type="first">Natkamon</forename>
                <surname>Tovanich</surname>
              </persName>
              <email type="md5">9293cc77cd6bffdcb1c342a662adf3f2</email>
              <email type="domain">gmail.com</email>
              <idno type="idhal" notation="string">natkamon-tovanich</idno>
              <idno type="idhal" notation="numeric">176017</idno>
              <idno type="halauthorid" notation="string">45221-176017</idno>
              <idno type="ORCID">https://orcid.org/0000-0001-9680-9282</idno>
              <idno type="IDREF">https://www.idref.fr/26040814X</idno>
              <affiliation ref="#struct-363822"/>
              <affiliation ref="#struct-1050017"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Nicolas</forename>
                <surname>Heulot</surname>
              </persName>
              <email type="md5">1b126abec4685bc7613f3bcd05557a0a</email>
              <email type="domain">gmail.com</email>
              <idno type="idhal" notation="string">nicolas-heulot</idno>
              <idno type="idhal" notation="numeric">172653</idno>
              <idno type="halauthorid" notation="string">35313-172653</idno>
              <idno type="IDREF">https://www.idref.fr/180008579</idno>
              <affiliation ref="#struct-363822"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Jean-Daniel</forename>
                <surname>Fekete</surname>
              </persName>
              <email type="md5">6ad8d674f3d6c9920d3b667534f7f1ec</email>
              <email type="domain">inria.fr</email>
              <idno type="idhal" notation="string">jean-daniel-fekete</idno>
              <idno type="idhal" notation="numeric">8723</idno>
              <idno type="halauthorid" notation="string">1777-8723</idno>
              <idno type="ARXIV">https://arxiv.org/a/fekete_j_1</idno>
              <idno type="RESEARCHERID">http://www.researcherid.com/rid/N-9175-2018</idno>
              <idno type="IDREF">https://www.idref.fr/08305491X</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-3770-8726</idno>
              <idno type="VIAF">https://viaf.org/viaf/220807935</idno>
              <idno type="ISNI">http://isni.org/isni/0000000360668419</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?hl=en&amp;user=PMZ3h7sAAAAJ</idno>
              <idno type="RESEARCHERID">http://www.researcherid.com/rid/http://www.researcherid.com/rid/N-9175-2018</idno>
              <affiliation ref="#struct-1050017"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Petra</forename>
                <surname>Isenberg</surname>
              </persName>
              <email type="md5">01449d13ea81808c12cb33f8d543188f</email>
              <email type="domain">inria.fr</email>
              <idno type="idhal" notation="string">petra-isenberg</idno>
              <idno type="idhal" notation="numeric">18777</idno>
              <idno type="halauthorid" notation="string">11897-18777</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-2948-6417</idno>
              <idno type="IDREF">https://www.idref.fr/223421642</idno>
              <idno type="VIAF">https://viaf.org/viaf/89151836579520402174</idno>
              <affiliation ref="#struct-1050017"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Natkamon</forename>
                <surname>Tovanich</surname>
              </persName>
              <email type="md5">bfb40eeb29c63c98c8d4f43b9321e435</email>
              <email type="domain">tuwien.ac.at</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2020-01-02 11:02:38</date>
              <date type="whenModified">2025-10-24 16:40:03</date>
              <date type="whenReleased">2020-11-27 10:10:32</date>
              <date type="whenProduced">2019-12-30</date>
              <date type="whenEndEmbargoed">2020-01-02</date>
              <ref type="file" target="https://hal.science/hal-02426339v1/document">
                <date notBefore="2020-01-02"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://hal.science/hal-02426339v1/file/blockchain_visualization_review_revised.pdf" id="file-3005323-2646113">
                <date notBefore="2020-01-02"/>
              </ref>
              <ref type="annex" subtype="figure" n="1" target="https://hal.science/hal-02426339v1/file/classification_scheme.png" id="file-3005323-2646114">
                <date notBefore="2020-01-06"/>
                <desc>Could you please add this picture as a teaser image?</desc>
              </ref>
              <ref type="externalLink" target="https://hal.archives-ouvertes.fr/hal-02426339/file/blockchain_visualization_review_revised.pdf"/>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="745589">
                <persName>
                  <forename>Natkamon</forename>
                  <surname>Tovanich</surname>
                </persName>
                <email type="md5">bfb40eeb29c63c98c8d4f43b9321e435</email>
                <email type="domain">tuwien.ac.at</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-02426339</idno>
            <idno type="halUri">https://hal.science/hal-02426339</idno>
            <idno type="halBibtex">tovanich:hal-02426339</idno>
            <idno type="halRefHtml">&lt;i&gt;IEEE Transactions on Visualization and Computer Graphics&lt;/i&gt;, 2019, 27 (7), pp.3135 - 3152. &lt;a target="_blank" href="https://dx.doi.org/10.1109/TVCG.2019.2963018"&gt;&amp;#x27E8;10.1109/TVCG.2019.2963018&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">IEEE Transactions on Visualization and Computer Graphics, 2019, 27 (7), pp.3135 - 3152. &amp;#x27E8;10.1109/TVCG.2019.2963018&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-3005323-2646113"/><ref corresp="#file-3005323-2646114"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
            <idno type="stamp" n="INRIA-SACLAY" corresp="INRIA">INRIA Saclay - Ile de France</idno>
            <idno type="stamp" n="INRIA_TEST">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
            <idno type="stamp" n="TESTALAIN1">TESTALAIN1</idno>
            <idno type="stamp" n="UMR8623">Laboratoire de Recherche en Informatique</idno>
            <idno type="stamp" n="CENTRALESUPELEC">Ecole CentraleSupélec</idno>
            <idno type="stamp" n="INRIA2">INRIA 2</idno>
            <idno type="stamp" n="IRT-SYSTEMX">IRT SystemX</idno>
            <idno type="stamp" n="UNIV-PARIS-SACLAY">Université Paris-Saclay</idno>
            <idno type="stamp" n="INRIA-SACLAY-2015" corresp="UNIV-PARIS-SACLAY">INRIA-SACLAY-2015</idno>
            <idno type="stamp" n="CENTRALESUPELEC-SACLAY" corresp="UNIV-PARIS-SACLAY">CENTRALESUPELEC-SACLAY</idno>
            <idno type="stamp" n="BART">Blockchain Advanced Research and Technology</idno>
            <idno type="stamp" n="TEST-HALCNRS">Collection test HAL CNRS</idno>
            <idno type="stamp" n="LISN">Laboratoire Interdisciplinaire des Sciences du Numérique</idno>
            <idno type="stamp" n="GS-ENGINEERING">Graduate School Sciences de l'Ingénierie et des Systèmes</idno>
            <idno type="stamp" n="GS-COMPUTER-SCIENCE">Graduate School Computer Science</idno>
            <idno type="stamp" n="LISN-AVIZ" corresp="LISN">Analysis and Visualization </idno>
            <idno type="stamp" n="INRIAARTDOI">INRIAARTDOI</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="2">International</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Visualization of Blockchain Data: A Systematic Review</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Natkamon</forename>
                    <surname>Tovanich</surname>
                  </persName>
                  <email type="md5">9293cc77cd6bffdcb1c342a662adf3f2</email>
                  <email type="domain">gmail.com</email>
                  <idno type="idhal" notation="string">natkamon-tovanich</idno>
                  <idno type="idhal" notation="numeric">176017</idno>
                  <idno type="halauthorid" notation="string">45221-176017</idno>
                  <idno type="ORCID">https://orcid.org/0000-0001-9680-9282</idno>
                  <idno type="IDREF">https://www.idref.fr/26040814X</idno>
                  <affiliation ref="#struct-363822"/>
                  <affiliation ref="#struct-1050017"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Nicolas</forename>
                    <surname>Heulot</surname>
                  </persName>
                  <email type="md5">1b126abec4685bc7613f3bcd05557a0a</email>
                  <email type="domain">gmail.com</email>
                  <idno type="idhal" notation="string">nicolas-heulot</idno>
                  <idno type="idhal" notation="numeric">172653</idno>
                  <idno type="halauthorid" notation="string">35313-172653</idno>
                  <idno type="IDREF">https://www.idref.fr/180008579</idno>
                  <affiliation ref="#struct-363822"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Jean-Daniel</forename>
                    <surname>Fekete</surname>
                  </persName>
                  <email type="md5">6ad8d674f3d6c9920d3b667534f7f1ec</email>
                  <email type="domain">inria.fr</email>
                  <idno type="idhal" notation="string">jean-daniel-fekete</idno>
                  <idno type="idhal" notation="numeric">8723</idno>
                  <idno type="halauthorid" notation="string">1777-8723</idno>
                  <idno type="ARXIV">https://arxiv.org/a/fekete_j_1</idno>
                  <idno type="RESEARCHERID">http://www.researcherid.com/rid/N-9175-2018</idno>
                  <idno type="IDREF">https://www.idref.fr/08305491X</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-3770-8726</idno>
                  <idno type="VIAF">https://viaf.org/viaf/220807935</idno>
                  <idno type="ISNI">http://isni.org/isni/0000000360668419</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?hl=en&amp;user=PMZ3h7sAAAAJ</idno>
                  <idno type="RESEARCHERID">http://www.researcherid.com/rid/http://www.researcherid.com/rid/N-9175-2018</idno>
                  <affiliation ref="#struct-1050017"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Petra</forename>
                    <surname>Isenberg</surname>
                  </persName>
                  <email type="md5">01449d13ea81808c12cb33f8d543188f</email>
                  <email type="domain">inria.fr</email>
                  <idno type="idhal" notation="string">petra-isenberg</idno>
                  <idno type="idhal" notation="numeric">18777</idno>
                  <idno type="halauthorid" notation="string">11897-18777</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-2948-6417</idno>
                  <idno type="IDREF">https://www.idref.fr/223421642</idno>
                  <idno type="VIAF">https://viaf.org/viaf/89151836579520402174</idno>
                  <affiliation ref="#struct-1050017"/>
                </author>
              </analytic>
              <monogr>
                <idno type="halJournalId" status="VALID">5405</idno>
                <idno type="issn">1077-2626</idno>
                <title level="j">IEEE Transactions on Visualization and Computer Graphics</title>
                <imprint>
                  <publisher>Institute of Electrical and Electronics Engineers</publisher>
                  <biblScope unit="volume">27</biblScope>
                  <biblScope unit="issue">7</biblScope>
                  <biblScope unit="pp">3135 - 3152</biblScope>
                  <date type="datePub">2019-12-30</date>
                  <date type="dateEpub">2019-12-30</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1109/TVCG.2019.2963018</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">Visual Analytics</term>
                <term xml:lang="en">State-of-the-Art Survey</term>
                <term xml:lang="en">Blockchain</term>
                <term xml:lang="en">Bitcoin</term>
                <term xml:lang="en">Ethereum</term>
                <term xml:lang="en">Information Visualization</term>
              </keywords>
              <classCode scheme="halDomain" n="info.info-hc">Computer Science [cs]/Human-Computer Interaction [cs.HC]</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>We present a systematic review of visual analytics tools used for the analysis of blockchains-related data. The blockchain concept has recently received considerable attention and spurred applications in a variety of domains. We systematically and quantitatively assessed 76 analytics tools that have been proposed in research as well as online by professionals and blockchain enthusiasts. Our classification of these tools distinguishes (1) target blockchains, (2) blockchain data, (3) target audiences, (4) task domains, and (5) visualization types. Furthermore, we look at which aspects of blockchain data have already been explored and point out areas that deserve more investigation in the future.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="institution" xml:id="struct-363822" status="VALID">
          <idno type="ROR">https://ror.org/03crmsn52</idno>
          <orgName>IRT SystemX</orgName>
          <desc>
            <address>
              <addrLine>Institut de recherche technologique SystemX - 8 Avenue de la Vauve, 91120 Palaiseau</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.irt-systemx.fr/</ref>
          </desc>
        </org>
        <org type="researchteam" xml:id="struct-1050017" status="OLD">
          <idno type="RNSR">200818367J</idno>
          <orgName>Analysis and Visualization</orgName>
          <orgName type="acronym">AVIZ</orgName>
          <date type="start">2020-01-01</date>
          <date type="end">2020-12-31</date>
          <desc>
            <address>
              <addrLine>DIGITEO, Bat. Claude Shannon - Université Paris-Saclay, Bâtiment 660, 91190 Gif-sur-Yvette</addrLine>
              <country key="FR"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-118511" type="direct"/>
            <relation active="#struct-300009" type="indirect"/>
            <relation active="#struct-1050003" type="direct"/>
            <relation active="#struct-411575" type="indirect"/>
            <relation active="#struct-419361" type="indirect"/>
            <relation name="UMR8623" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-118511" status="VALID">
          <idno type="RNSR">200818248E</idno>
          <idno type="ROR">https://ror.org/0315e5x55</idno>
          <orgName>Centre Inria de Saclay</orgName>
          <desc>
            <address>
              <addrLine>1 rue Honoré d'Estienne d'OrvesBâtiment Alan TuringCampus de l'École Polytechnique91120 Palaiseau</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/centre/saclay</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300009" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-300009" status="VALID">
          <idno type="ROR">https://ror.org/02kvxyf05</idno>
          <orgName>Institut National de Recherche en Informatique et en Automatique</orgName>
          <orgName type="acronym">Inria</orgName>
          <desc>
            <address>
              <addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/en/</ref>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-1050003" status="OLD">
          <idno type="RNSR">199812948M</idno>
          <orgName>Laboratoire de Recherche en Informatique</orgName>
          <orgName type="acronym">LRI</orgName>
          <date type="start">2020-01-01</date>
          <date type="end">2020-12-31</date>
          <desc>
            <address>
              <addrLine>LRI - Bâtiments 650-660 Université Paris-Saclay 91405 Orsay Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.lri.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-411575" type="direct"/>
            <relation active="#struct-419361" type="direct"/>
            <relation name="UMR8623" active="#struct-441569" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-411575" status="VALID">
          <idno type="IdRef">184443237</idno>
          <idno type="ROR">https://ror.org/019tcpt25</idno>
          <orgName>CentraleSupélec</orgName>
          <desc>
            <address>
              <addrLine>3, rue Joliot Curie,Plateau de Moulon,91192 GIF-SUR-YVETTE Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.centralesupelec.fr</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-419361" status="VALID">
          <idno type="IdRef">241345251</idno>
          <idno type="ROR">https://ror.org/03xjwb503</idno>
          <orgName>Université Paris-Saclay</orgName>
          <desc>
            <address>
              <addrLine>Bâtiment Bréguet, 3 Rue Joliot Curie 2e ét, 91190 Gif-sur-Yvette</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.universite-paris-saclay.fr/fr</ref>
          </desc>
        </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>
      </listOrg>
    </back>
  </text>
</TEI>