Legal Reasoning and Big Data

Opportunities and Challenges

Grigoris Antoniou, George Baryannis, Sotirios Batsakis, Guido Governatori, Livio Robaldo, Giovanni Siragusa, Ilias Tachmazidis

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The main underlying assumption of traditional legal knowledge representation and reasoning is that knowledge and data are both available in main memory. However, in the era of big data, where large amounts of data are generated daily, an increasing range of scientific disciplines, as well as business and human activities, are becoming datadriven. This paper discusses new opportunities and potential applications of legal reasoning involving big data as well as the technical challenges associated with the main concepts of the big data landscape, namely volume, velocity, variety and veracity. Future research directions based on the identified challenges are also proposed.
Original languageEnglish
Title of host publicationProceedings of the MIREL 2018 workshop on MIning and REasoning with Legal texts
PublisherEasyChair
Pages1-15
Number of pages15
DOIs
Publication statusPublished - 30 Aug 2018
EventMining and REasoning with Legal Texts - Luxembourg City, Luxembourg
Duration: 17 Sep 201817 Sep 2018
https://sites.google.com/view/mirelworkshop2018/welcome (Link to Workshop Website)

Workshop

WorkshopMining and REasoning with Legal Texts
Abbreviated titleMIREL
CountryLuxembourg
CityLuxembourg City
Period17/09/1817/09/18
Internet address

Fingerprint

Knowledge representation
Data storage equipment
Big data
Industry

Cite this

Antoniou, G., Baryannis, G., Batsakis, S., Governatori, G., Robaldo, L., Siragusa, G., & Tachmazidis, I. (2018). Legal Reasoning and Big Data: Opportunities and Challenges. In Proceedings of the MIREL 2018 workshop on MIning and REasoning with Legal texts (pp. 1-15). [470] EasyChair. https://doi.org/10.29007/tkmv
Antoniou, Grigoris ; Baryannis, George ; Batsakis, Sotirios ; Governatori, Guido ; Robaldo, Livio ; Siragusa, Giovanni ; Tachmazidis, Ilias. / Legal Reasoning and Big Data : Opportunities and Challenges. Proceedings of the MIREL 2018 workshop on MIning and REasoning with Legal texts. EasyChair, 2018. pp. 1-15
@inproceedings{8c65905fc7204f51883133e6fb5eed91,
title = "Legal Reasoning and Big Data: Opportunities and Challenges",
abstract = "The main underlying assumption of traditional legal knowledge representation and reasoning is that knowledge and data are both available in main memory. However, in the era of big data, where large amounts of data are generated daily, an increasing range of scientific disciplines, as well as business and human activities, are becoming datadriven. This paper discusses new opportunities and potential applications of legal reasoning involving big data as well as the technical challenges associated with the main concepts of the big data landscape, namely volume, velocity, variety and veracity. Future research directions based on the identified challenges are also proposed.",
keywords = "Legal Reasoning, Big Data, Large-Scale Reasoning",
author = "Grigoris Antoniou and George Baryannis and Sotirios Batsakis and Guido Governatori and Livio Robaldo and Giovanni Siragusa and Ilias Tachmazidis",
year = "2018",
month = "8",
day = "30",
doi = "10.29007/tkmv",
language = "English",
pages = "1--15",
booktitle = "Proceedings of the MIREL 2018 workshop on MIning and REasoning with Legal texts",
publisher = "EasyChair",

}

Antoniou, G, Baryannis, G, Batsakis, S, Governatori, G, Robaldo, L, Siragusa, G & Tachmazidis, I 2018, Legal Reasoning and Big Data: Opportunities and Challenges. in Proceedings of the MIREL 2018 workshop on MIning and REasoning with Legal texts., 470, EasyChair, pp. 1-15, Mining and REasoning with Legal Texts, Luxembourg City, Luxembourg, 17/09/18. https://doi.org/10.29007/tkmv

Legal Reasoning and Big Data : Opportunities and Challenges. / Antoniou, Grigoris; Baryannis, George; Batsakis, Sotirios; Governatori, Guido; Robaldo, Livio; Siragusa, Giovanni; Tachmazidis, Ilias.

Proceedings of the MIREL 2018 workshop on MIning and REasoning with Legal texts. EasyChair, 2018. p. 1-15 470.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Legal Reasoning and Big Data

T2 - Opportunities and Challenges

AU - Antoniou, Grigoris

AU - Baryannis, George

AU - Batsakis, Sotirios

AU - Governatori, Guido

AU - Robaldo, Livio

AU - Siragusa, Giovanni

AU - Tachmazidis, Ilias

PY - 2018/8/30

Y1 - 2018/8/30

N2 - The main underlying assumption of traditional legal knowledge representation and reasoning is that knowledge and data are both available in main memory. However, in the era of big data, where large amounts of data are generated daily, an increasing range of scientific disciplines, as well as business and human activities, are becoming datadriven. This paper discusses new opportunities and potential applications of legal reasoning involving big data as well as the technical challenges associated with the main concepts of the big data landscape, namely volume, velocity, variety and veracity. Future research directions based on the identified challenges are also proposed.

AB - The main underlying assumption of traditional legal knowledge representation and reasoning is that knowledge and data are both available in main memory. However, in the era of big data, where large amounts of data are generated daily, an increasing range of scientific disciplines, as well as business and human activities, are becoming datadriven. This paper discusses new opportunities and potential applications of legal reasoning involving big data as well as the technical challenges associated with the main concepts of the big data landscape, namely volume, velocity, variety and veracity. Future research directions based on the identified challenges are also proposed.

KW - Legal Reasoning

KW - Big Data

KW - Large-Scale Reasoning

UR - http://www.mirelproject.eu/publications.php

U2 - 10.29007/tkmv

DO - 10.29007/tkmv

M3 - Conference contribution

SP - 1

EP - 15

BT - Proceedings of the MIREL 2018 workshop on MIning and REasoning with Legal texts

PB - EasyChair

ER -

Antoniou G, Baryannis G, Batsakis S, Governatori G, Robaldo L, Siragusa G et al. Legal Reasoning and Big Data: Opportunities and Challenges. In Proceedings of the MIREL 2018 workshop on MIning and REasoning with Legal texts. EasyChair. 2018. p. 1-15. 470 https://doi.org/10.29007/tkmv