{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T21:51:03Z","timestamp":1740174663357,"version":"3.37.3"},"reference-count":18,"publisher":"Oxford University Press (OUP)","issue":"1","license":[{"start":{"date-parts":[[2022,6,14]],"date-time":"2022-06-14T00:00:00Z","timestamp":1655164800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/academic.oup.com\/journals\/pages\/open_access\/funder_policies\/chorus\/standard_publication_model"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,4,3]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>In this article, we propose a holistic approach to discover relations in art historical communities and enrich historians\u2019 biographies and archival descriptions with graph patterns relevant to art historiographic enquiry. We use exploratory data analysis to detect patterns, we select features, and we use them to evaluate classification models to predict new relations, to be recommended to archivists during the cataloguing phase. Results show that relations based on biographical information can be addressed with higher precision than relations based on research topics or institutional relations. Deterministic and a priori rules present better results than probabilistic methods.<\/jats:p>","DOI":"10.1093\/llc\/fqac036","type":"journal-article","created":{"date-parts":[[2022,6,14]],"date-time":"2022-06-14T20:17:39Z","timestamp":1655237859000},"page":"111-126","source":"Crossref","is-referenced-by-count":1,"title":["Exploratory methods for relation discovery in archival data"],"prefix":"10.1093","volume":"38","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4876-2691","authenticated-orcid":false,"given":"Lucia","family":"Giagnolini","sequence":"first","affiliation":[{"name":"Historical Archive of the University of Bologna , Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1113-7550","authenticated-orcid":false,"given":"Marilena","family":"Daquino","sequence":"additional","affiliation":[{"name":"Digital Humanities Advanced Research Centre (DH.arc), University of Bologna , Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2341-4375","authenticated-orcid":false,"given":"Francesca","family":"Mambelli","sequence":"additional","affiliation":[{"name":"Fondazione Federico Zeri, University of Bologna , Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6631-8607","authenticated-orcid":false,"given":"Francesca","family":"Tomasi","sequence":"additional","affiliation":[{"name":"Digital Humanities Advanced Research Centre (DH.arc), University of Bologna , Italy"}]}],"member":"286","published-online":{"date-parts":[[2022,6,14]]},"reference":[{"first-page":"205","year":"2011","author":"Bizer","key":"2023040320042186900_"},{"key":"2023040320042186900_","first-page":"11","volume-title":"Photo Archives and the Photographic Memory of Art History","author":"Caraffa","year":"2011"},{"issue":"1","key":"2023040320042186900_","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1017\/alj.2019.34","article-title":"PHAROS: a digital research space for photo archives","volume":"45","author":"Caraffa","year":"2020","journal-title":"Art Libraries Journal"},{"issue":"4","key":"2023040320042186900_","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/j.websem.2005.09.001","article-title":"Named graphs","volume":"3","author":"Carroll","year":"2005","journal-title":"Journal of Web Semantics"},{"year":"2021","author":"Daquino","key":"2023040320042186900_"},{"year":"2021","author":"Daquino","key":"2023040320042186900_"},{"year":"2021","author":"Daquino","key":"2023040320042186900_"},{"issue":"4","key":"2023040320042186900_","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3051487","article-title":"Enhancing semantic expressivity in the cultural heritage domain: exposing the Zeri Photo Archive as Linked Open Data","volume":"10","author":"Daquino","year":"2017","journal-title":"Journal on Computing and Cultural Heritage"},{"issue":"1","key":"2023040320042186900_","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1017\/alj.2019.32","article-title":"Fostering a community of PHAROS scholars through the adoption of open standards","volume":"45","author":"Delmas-Glass","year":"2020","journal-title":"Art Libraries Journal"},{"issue":"4","key":"2023040320042186900_","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1017\/S030747220001419X","article-title":"The Bibliotheca Hertziana (Max Planck Institute for Art History) in Rome","volume":"30","author":"Ebert-Schifferer","year":"2005","journal-title":"Art Libraries Journal"},{"key":"2023040320042186900_","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1016\/j.patrec.2020.02.017","article-title":"Machine learning for cultural heritage: a survey","volume":"133","author":"Fiorucci","year":"2020","journal-title":"Pattern Recognition Letters"},{"key":"2023040320042186900_","doi-asserted-by":"crossref","first-page":"9","DOI":"10.4324\/9780429505188-3","volume-title":"The Routledge Companion to Digital Humanities and Art History","author":"Jaskot","year":"2020"},{"first-page":"306","year":"2020","author":"Jo","key":"2023040320042186900_"},{"year":"2011","author":"Knight","key":"2023040320042186900_"},{"first-page":"187","year":"2017","author":"Liu","key":"2023040320042186900_"},{"year":"2017","author":"Pawar","key":"2023040320042186900_"},{"issue":"2","key":"2023040320042186900_","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1093\/llc\/fqt067","article-title":"Exploring entity recognition and disambiguation for cultural heritage collections","volume":"30","author":"Van Hooland","year":"2015","journal-title":"Digital Scholarship in the Humanities"},{"issue":"1","key":"2023040320042186900_","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1108\/JD-03-2017-0040","article-title":"Toward sustainable publishing and querying of distributed Linked Data archives","volume":"74","author":"Vander Sande","journal-title":"Journal of Documentation"}],"container-title":["Digital Scholarship in the Humanities"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/academic.oup.com\/dsh\/article-pdf\/38\/1\/111\/49734870\/fqac036.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/dsh\/article-pdf\/38\/1\/111\/49734870\/fqac036.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,23]],"date-time":"2023-11-23T04:41:30Z","timestamp":1700714490000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/dsh\/article\/38\/1\/111\/6608445"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,14]]},"references-count":18,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2022,6,14]]},"published-print":{"date-parts":[[2023,4,3]]}},"URL":"https:\/\/doi.org\/10.1093\/llc\/fqac036","relation":{},"ISSN":["2055-7671","2055-768X"],"issn-type":[{"type":"print","value":"2055-7671"},{"type":"electronic","value":"2055-768X"}],"subject":[],"published-other":{"date-parts":[[2023,4,1]]},"published":{"date-parts":[[2022,6,14]]}}}