Ιδρυματικό Αποθετήριο
Πολυτεχνείο Κρήτης
Πολυτεχνείο Κρήτης
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| URI | http://purl.tuc.gr/dl/dias/7A6AD56D-57AE-4F14-B65C-A5945E37DA25 | - |
| Αναγνωριστικό | https://www.scopus.com/record/display.uri?eid=2-s2.0-85132399168&origin=inward&txGid=3f8364741bc60585a5e6417dea055ed0 | - |
| Αναγνωριστικό | https://www.collegepublications.co.uk/ifcolog/?00056 | - |
| Γλώσσα | en | - |
| Μέγεθος | 16 pages | en |
| Τίτλος | Explainable reasoning with legal big data: a layered framework | en |
| Δημιουργός | Antoniou, Grigoris, 1961- | en |
| Δημιουργός | Atkinson Katie | en |
| Δημιουργός | Baryannis George | en |
| Δημιουργός | Batsakis Sotirios | en |
| Δημιουργός | Μπατσακης Σωτηριος | el |
| Δημιουργός | Di Caro Luigi | en |
| Δημιουργός | Governatori, Guido | en |
| Δημιουργός | Robaldo Livio | en |
| Δημιουργός | Siragusa Giovanni | en |
| Δημιουργός | Tachmazidis Ilias | en |
| Εκδότης | College Publications | en |
| Περίληψη | Knowledge 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 |
| Τύπος | Peer-Reviewed Journal Publication | en |
| Τύπος | Δημοσίευση σε Περιοδικό με Κριτές | el |
| Άδεια Χρήσης | http://creativecommons.org/licenses/by/4.0/ | en |
| Ημερομηνία | 2024-03-01 | - |
| Ημερομηνία Δημοσίευσης | 2022 | - |
| Θεματική Κατηγορία | Big data | en |
| Θεματική Κατηγορία | Knowledge representation | en |
| Θεματική Κατηγορία | Data storage equipment | en |
| Βιβλιογραφική Αναφορά | G. 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/?00056 | en |
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