
Legal Knowledge and Information Systems
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This book presents the proceedings of the 32nd International Conference on Legal Knowledge and Information Systems (JURIX 2019), held in Madrid, Spain, from 11 to 13 December 2019. Traditionally focused on legal knowledge representation and engineering, computational models of legal reasoning, and analyses of legal data, more recently the conference has also encompassed the use of machine learning tools. A total of 81 submissions were received for the conference, of which 14 were selected as full papers and 17 as short papers. A further 3 submissions were accepted as demo presentations, resulting in a total acceptance rate of 41.98%, with a competitive 25.5% acceptance rate for full papers. The 34 papers presented here cover a broad range of topics, from computational models of legal argumentation, case-based reasoning, legal ontologies, and evidential reasoning, through classification of different types of text in legal documents and comparing similarities, to the relevance of judicial decisions to issues of governmental transparency.
The book will be of interest to all those whose work involves the use of knowledge and information systems in the legal sphere.
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Content
- Intro
- Title Page
- Preface
- Conference Organisation
- Contents
- Full Papers
- Identification of Rhetorical Roles of Sentences in Indian Legal Judgments
- Improving the Processing of Question Answer Based Legal Documents
- Weakly Supervised One-Shot Classification Using Recurrent Neural Networks with Attention: Application to Claim Acceptance Detection
- Governmental Transparency in the Era of Artificial Intelligence
- Deep Learning for Detecting and Explaining Unfairness in Consumer Contracts
- A Comparison of Two Hybrid Methods for Analyzing Evidential Reasoning
- Similarity and Relevance of Court Decisions: A Computational Study on CJEU Cases
- Comparing Alternative Factor- and Precedent-Based Accounts of Precedential Constraint
- Legal Search in Case Law and Statute Law
- Legislative Dialogues with Incomplete Information
- Verifying Meaning Equivalence in Bilingual International Treaties
- ERST: Leveraging Topic Features for Context-Aware Legal Reference Linking
- Computer-Assisted Creation of Boolean Search Rules for Text Classification in the Legal Domain
- Neural Network Based Rhetorical Status Classification for Japanese Judgment Documents
- Short Papers
- Privacy and Monopoly Concerns in Data-Driven Transactions
- Realising ANGELIC Designs Using Logiak
- Renvoi in Private International Law: A Formalization with Modal Contexts
- A Dialogical Model of Case Law Dynamics
- Defeasible Systems in Legal Reasoning: A Comparative Assessment
- Legal Compliance in a Linked Open Data Framework
- Deontic Closure and Conflict in Legal Reasoning
- A Computational Model for Pragmatic Oddity
- Frequent Use Cases Extraction from Legal Texts in the Data Protection Domain
- On the Formal Structure of Rules in Conflict of Laws
- PrOnto Ontology Refinement Through Open Knowledge Extraction
- Towards a Computational Theory of Action, Causation and Power for Normative Reasoning
- Application of Character-Level Language Models in the Domain of Polish Statutory Law
- Combining Textual and Visual Information for Typed and Handwritten Text Separation in Legal Documents
- Legal Text Generation from Abstract Meaning Representation
- On Constructing a Knowledge Base of Chinese Criminal Cases
- Demo Papers
- The NAI Suite - Drafting and Reasoning over Legal Texts
- Facts2Law - Using Deep Learning to Provide a Legal Qualification to a Set of Facts
- ANOPPI: A Pseudonymization Service for Finnish Court Documents
- Subject Index
- Author Index
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