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To Graph or Not to Graph: The Missing Pieces for Knowledge Graphs in Sustainable Tourism

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dc.contributor.authorNeubig, Stefan
dc.contributor.authorRebholz, Dominik
dc.contributor.authorHein, Andreas
dc.contributor.authorKeller, Robert
dc.contributor.authorKrcmar, Helmut
dc.contributor.editorKlein, Maike
dc.contributor.editorKrupka, Daniel
dc.contributor.editorWinter, Cornelia
dc.contributor.editorWohlgemuth, Volker
dc.date.accessioned2023-11-29T14:50:20Z
dc.date.available2023-11-29T14:50:20Z
dc.date.issued2023
dc.description.abstractSustainability is a critical challenge in modern tourism, exacerbated by climate change and globalization. Thanks to digitization, data-driven approaches constitute a key technology for addressing related issues, such as overtourism. However, the overarching complexity of the touristic data landscape, amplified by the interplay of diverse digital platform ecosystems, poses considerable challenges to both data owners and consumers. To mitigate such issues, knowledge graphs (KGs) have received significant attention. KGs focus on data quality by employing unified data models and continuous data refinements, making them well-suited for data-driven applications. Although promising, many challenges must be addressed to make KGs useful in practice. This paper overviews the state of the art of the field and identifies avenues for future research, explicitly focusing on touristic value and sustainability. Following our results, future research should focus on different areas, notably real-time knowledge graph population, distributed and parallelized processes, and ontologies for dynamic data types.en
dc.identifier.doi10.18420/inf2023_141
dc.identifier.isbn978-3-88579-731-9
dc.identifier.pissn1617-5468
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/43065
dc.language.isoen
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartofINFORMATIK 2023 - Designing Futures: Zukünfte gestalten
dc.relation.ispartofseriesLecture Notes in Informatics (LNI) - Proceedings, Volume P-337
dc.subjectSustainable Tourism
dc.subjectKnowledge Graphs
dc.subjectSemantic Data Integration
dc.titleTo Graph or Not to Graph: The Missing Pieces for Knowledge Graphs in Sustainable Tourismen
dc.typeText/Conference Paper
gi.citation.endPage1349
gi.citation.publisherPlaceBonn
gi.citation.startPage1335
gi.conference.date26.-29. September 2023
gi.conference.locationBerlin
gi.conference.sessiontitleÖkologische Nachhaltigkeit - Nachhaltige Wert- schöpfungssysteme (NaWerSys) III

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P337 - INFORMATIK 2023 - Designing Futures: Zukünfte gestalten