Using the Semantic Web in digital humanities : Shift from data publishing to data-analysis and serendipitous knowledge discovery

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dc.contributor University of Helsinki, Department of Digital Humanities en
dc.contributor.author Hyvönen, Eero
dc.date.accessioned 2020-09-15T13:39:01Z
dc.date.available 2020-09-15T13:39:01Z
dc.date.issued 2020-01-01
dc.identifier.citation Hyvönen , E 2020 , ' Using the Semantic Web in digital humanities : Shift from data publishing to data-analysis and serendipitous knowledge discovery ' , Semantic Web – Interoperability, Usability, Applicability , vol. 11 , no. 1 , pp. 187-193 . https://doi.org/10.3233/SW-190386 en
dc.identifier.issn 1570-0844
dc.identifier.other PURE: 135903968
dc.identifier.other PURE UUID: 7413bdd4-f385-4e33-9f1a-0ba8524b74cf
dc.identifier.other Bibtex: c8e9cbac252d4fe08a4fd9d1ef67acfd
dc.identifier.other Scopus: 85079053269
dc.identifier.other WOS: 000512298900019
dc.identifier.other ORCID: /0000-0003-1695-5840/work/80577312
dc.identifier.uri http://hdl.handle.net/10138/319372
dc.description.abstract This paper discusses a shift of focus in research on Cultural Heritage semantic portals, based on Linked Data, and envisions and proposes new directions of research. Three generations of portals are identified: Ten years ago the research focus in semantic portal development was on data harmonization, aggregation, search, and browsing ('first generation systems'). At the moment, the rise of Digital Humanities research has started to shift the focus to providing the user with integrated tools for solving research problems in interactive ways ('second generation systems'). This paper envisions and argues that the next step ahead to 'third generation systems' is based on Artificial Intelligence: future portals not only provide tools for the human to solve problems but are used for finding research problems in the first place, for addressing them, and even for solving them automatically under the constraints set by the human researcher. Such systems should preferably be able to explain their reasoning, which is an important aspect in the source critical humanities research tradition. The second and third generation systems set new challenges for both computer scientists and humanities researchers. en
dc.format.extent 7
dc.language.iso eng
dc.relation.ispartof Semantic Web – Interoperability, Usability, Applicability
dc.rights en
dc.subject Data analysis en
dc.subject Digital Humanities en
dc.subject knowledge discovery en
dc.subject Linked Data en
dc.subject Semantic portals en
dc.subject 113 Computer and information sciences en
dc.title Using the Semantic Web in digital humanities : Shift from data publishing to data-analysis and serendipitous knowledge discovery en
dc.type Article
dc.description.version Peer reviewed
dc.identifier.doi https://doi.org/10.3233/SW-190386
dc.type.uri info:eu-repo/semantics/other
dc.type.uri info:eu-repo/semantics/acceptedVersion
dc.contributor.pbl

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