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Explainable reasoning with legal big data: a layered framework

Antoniou, Grigoris, 1961-, Atkinson Katie, Baryannis George, Batsakis Sotirios, Di Caro Luigi, Governatori, Guido, Robaldo Livio, Siragusa Giovanni, Tachmazidis Ilias

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/7A6AD56D-57AE-4F14-B65C-A5945E37DA25-
Αναγνωριστικόhttps://www.scopus.com/record/display.uri?eid=2-s2.0-85132399168&origin=inward&txGid=3f8364741bc60585a5e6417dea055ed0-
Αναγνωριστικόhttps://www.collegepublications.co.uk/ifcolog/?00056-
Γλώσσαen-
Μέγεθος16 pagesen
ΤίτλοςExplainable reasoning with legal big data: a layered frameworken
ΔημιουργόςAntoniou, Grigoris, 1961-en
ΔημιουργόςAtkinson Katieen
ΔημιουργόςBaryannis Georgeen
ΔημιουργόςBatsakis Sotiriosen
ΔημιουργόςΜπατσακης Σωτηριοςel
ΔημιουργόςDi Caro Luigien
ΔημιουργόςGovernatori, Guidoen
ΔημιουργόςRobaldo Livioen
ΔημιουργόςSiragusa Giovannien
ΔημιουργόςTachmazidis Iliasen
ΕκδότηςCollege Publicationsen
ΠερίληψηKnowledge representation and reasoning in the legal domain has primarily focused on case studies where knowledge and data can fit in main memory. However, this assumption no longer applies in the era of big data, where large amounts of data are generated daily. This paper discusses new opportunities and challenges that emerge in relation to reasoning with legal big data and the concepts of volume, velocity, variety and veracity. A four-layer legal big data framework is proposed to manage the complete lifecycle of legal big data from sourcing, processing and storage, to reasoning, analysis and consumption. Within each layer, a number of relevant future research directions are also identified, which can facilitate the realisation of knowledge-rich legal big data solutions.en
ΤύποςPeer-Reviewed Journal Publicationen
ΤύποςΔημοσίευση σε Περιοδικό με Κριτέςel
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2024-03-01-
Ημερομηνία Δημοσίευσης2022-
Θεματική ΚατηγορίαBig dataen
Θεματική ΚατηγορίαKnowledge representationen
Θεματική ΚατηγορίαData storage equipmenten
Βιβλιογραφική ΑναφοράG. Antoniou, K. Atkinson, G. Baryannis, S. Batsakis, L. di Caro, G. Governatori, L. Robaldo, G. Siragusa, and I. Tachmazidis, “Explainable reasoning with legal big data: a layered framework,” J. Appl. Log.- IfCoLoG, vol. 9, no. 4, pp. 1155-1170, July 2022. https://www.collegepublications.co.uk/ifcolog/?00056en

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