Legal knowledge and information systems : JURIX 2021 ; the thirty-fourth annual conference, Vilnius, Lithuania, 8-10 December 2021 / edited by Erich Schweighofer.

"Due to the Covid-19 health crisis, the conference is organised in a virtual format."

Includes bibliographies and index.

Visualization of Legal Informatics / Friedrich Lachmayer and Vytautas Cyras -- Automatically Identifying Eviction Cases and Outcomes Within Case Law of Dutch Courts of First Instance / Masha Medvedeva, Thijmen Dam, Martijn Wieling and Michel Vols -- A Pragmatic Approach to Semantic Annotation for Search of Legal Texts : An Experiment on GDPR / Adeline Nazarenko, François Lévy and Adam Wyner -- Accounting for Sentence Position and Legal Domain Sentence Embedding in Learning to Classify Case Sentences / Huihui Xu, Jaromir Savelka and Kevin D. Ashley -- Generation of Legal Norm Chains: Extracting the Most Relevant Norms from Court Rulings / Ingo Glaser, Sebastian Moser and Florian Matthes -- Data-Centric Machine Learning : Improving Model Performance and Understanding Through Dataset Analysis / Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley and Karim Benyekhlef -- The Unreasonable Effectiveness of the Baseline : Discussing SVMs in Legal Text Classification / Benjamin Clavié and Marc Alphonsus -- Assessing the Cross-Market Generalization Capability of the CLAUDETTE System / Agnieszka Jablonowska, Francesca Lagioia, Marco Lippi, Hans-Wolfgang Micklitz, Giovanni Sartor and Giacomo Tagiuri --Hybrid AI Framework for Legal Analysis of the EU Legislation Corrigenda / Monica Palmirani, Francesco Sovrano, Davide Liga, Salvatore Sapienza and Fabio Vitali -- Improving Legal Case Summarization Using Document-Specific Catchphrases / Arpan Mandal, Paheli Bhattacharya, Sekhar Mandal and Saptarshi Ghosh -- Towards Reducing the Pendency of Cases at Court: Automated Case Analysis of Supreme Court Judgments in India / Shubham Pandey, Ayan Chandra, Sudeshna Sarkar and Uday Shankar --An Analytical Study of Algorithmic and Expert Summaries of Legal Cases / Aniket Deroy, Paheli Bhattacharya, Kripabandhu Ghosh and Saptarshi Ghosh -- Semantic Search and Summarization of Judgments Using Topic Modeling / Tien-Hsuan Wu, Ben Kao, Felix Chan, Anne S.Y. Cheung, Michael M.K. Cheung, Guowen Yuan and Yongxi Chen -- Analyze the Usage of Legal Definitions in Indonesian Regulation Using Text Mining Case Study : Treasury and Budget Law / Bakhtiar Amaludin, Fitria Ratna Wardika, Putu Jasprayana Mudana Putra and I Gede Yudi Paramartha -- Few-Shot Tuning Framework for Automated Terms of Service Generation / Ha Thanh Nguyen, Kiyoaki Shirai and Le Minh Nguyen -- An Information Retrieval Pipeline for Legislative Documents from the Brazilian Chamber of Deputies / Ellen Souza, Douglas Vitório, Gyovana Moriyama, Luiz Santos, Lucas Martins, Mariana Souza, Márcio Fonseca, Nádia Félix, André C.P.L.F. Carvalho, Hidelberg O. Albuquerque and Adriano L.I. Oliveira -- Signal Phrase Extraction : A Gateway to Information Retrieval Improvement in Law Texts / Michael van der Veen and Natalia Sidorova -- Human Evaluation Experiment of Legal Information Retrieval Methods / Tereza Novotná - A Kelsenian Deontic Logic / Agata Ciabattoni, Xavier Parent and Giovanni Sartor -- Identification of Contradictions in Regulation / Michał Araszkiewicz, Enrico Francesconi and Tomasz Zurek -- A GDPR International Transfer Compliance Framework Based on an Extended Data Privacy Vocabulary (DPV) / David Hickey and Rob Brennan -- Computability of Diagrammatic Theories for Normative Positions / Matteo Pascucci and Giovanni Sileno -- Computing Private International Law / Guido Governatori, Francesco Olivieri, Antonino Rotolo, Abdul Sattar and Matteo Cristani -- Explaining Factor Ascription / Jack Mumford, Katie Atkinson and Trevor Bench-Capon -- Timed Dyadic Deontic Logic / Karam Younes Kharraz, Martin Leucker and Gerardo Schneider -- Can Predictive Justice Improve the Predictability and Consistency of Judicial Decision-Making? / Floris Bex and Henry Prakken -- Cause of Action and the Right to Know : A Formal Conceptual Analysis of the Texas Senate Bill 25 Case 217 / Réka Markovich and Olivier Roy -- Rationale Discovery and Explainable AI / Cor Steging, Silja Renooij and Bart Verheij -- A Survey on Methods and Metrics for the Assessment of Explainability Under the Proposed AI Act / Francesco Sovrano, Salvatore Sapienza, Monica Palmirani and Fabio Vitali -- The Ethics of Controllability as Influenceability / Emiliano Lorini and Giovanni Sartor.

"Traditionally concerned with computational models of legal reasoning and the analysis of legal data, the field of legal knowledge and information systems has seen increasing interest in the application of data analytics and machine learning tools to legal tasks in recent years. This book presents the proceedings of the 34th annual JURIX conference, which, due to pandemic restrictions, was hosted online in a virtual format from 8 - 10 December 2021 in Vilnius, Lithuania. Since its inception as a mainly Dutch event, the JURIX conference has become truly international and now, as a platform for the exchange of knowledge between theoretical research and applications, attracts academics, legal practitioners, software companies, governmental agencies and judiciary from around the world. A total of 65 submissions were received for this edition, and after rigorous review, 14 of these were selected for publication as full papers and 17 as short papers, representing an overall acceptance rate of 47%. The papers are divided into 6 sections: visualization and legal informatics; knowledge representation and data analytics; logical and conceptual representations; predictive models; explainable artificial intelligence; and legal ethics, and cover a wide range of topics, from computational models of legal argumentation, case-based reasoning, legal ontologies, smart contracts, privacy management and evidential reasoning, through information extraction from different types of text in legal documents, to ethical dilemmas. Providing an overview of recent advances and the cross-fertilization between law and computing technologies, this book will be of interest to all those working at the interface between technology and law"--

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