Abstract
In the fields of Legal Law, it is vitally important to know the greatest number of legal documents to make an impartial decision. In this work, we propose to identify the grouping of decision making based on the case, jurisdiction and type of applied law. For this, we apply hierarchical clusters, and the methodological application has shown that in effect the applied laws are grouped, forming a reference structure for similar cases. The work is in progress, but the initial conclusions show that it is possible to obtain group cases for decision making in legal sentences.
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References
Galgani, F., Compton, P., Hoffmann, A.: Knowledge Acquisition for Categorization of Legal, pp. 118–132. Springer, Berlin (2012)
Casanovas, P.: Semantic Web Regulatory Models: Why Ethics Matter. Lecture Notes, vol. 28 (2014)
Kanapala, A., Pal, S., Pamula, R.: Summarization from Legal Documents a Survey. Artif. Intell. Rev. 51, 371–402 (2019)
Branting, K., Weiss, B., Brown, B., Pfeifer, C., Chakraborty, A., Ferro, L., Ptaff, M., Yeh, A.: Semi-supervised methods for explainable legal prediction. In: Seventeenth International (2019)
Poudyal, P., Gonçalves, T., Quaresma, P.: Using Clustering Techniques to Identify Arguments in Legal Documents. ASAIL@ ICAIL (2019)
Levelt, W.: On empirical methodology, constraints, and hierarchy in artificial grammar learning. Top. Cogn. Sci. (2019)
Pina-Sánchez, J., Grech, D., Brunton-Smith, I., Sferopoulos, D.: Exploring the origin of sentencing disparities in the crown court: using text mining techniques to differentiate disparities. Soc. Sci. Res. 84 (2019)
Gómez, A.H.F., Benitez, J., Galarza, L.R.J., del Salto, V.H., Guerrero, D.S., Torres, G.G.: Semantic analysis of judicial sentences based on text polarity. In: Gran Canaria: CISTI 2016 (2016)
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Massa-Sánchez, P., Baño, N.F.P., Maurad, G.E.A., Ordoñez, R.E.R. (2022). Application of Hierarchical Clusters to Obtain Legal Reference Structures. In: Joshi, A., Mahmud, M., Ragel, R.G., Thakur, N.V. (eds) Information and Communication Technology for Competitive Strategies (ICTCS 2020). Lecture Notes in Networks and Systems, vol 191. Springer, Singapore. https://doi.org/10.1007/978-981-16-0739-4_6
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DOI: https://doi.org/10.1007/978-981-16-0739-4_6
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