New Frontiers in Artificial Intelligence: JSAI-isAI 2022 Workshop, JURISIN 2022, and JSAI 2022 International Session, Kyoto, Japan, June 12-17, 2022, Revised Selected Papers

by Yasufumi Takama (Editor), Katsutoshi Yada (Editor), Ken Satoh (Editor), Sachiyo Arai (Editor)

Overview

This book constitutes extended, revised, and selected papers from the JSAI annual conference, JSAI 2022, and the 14^th International Symposium on Artificial Intelligence, JSAI-isAI 2022, held in Kyoto, Japan, in June 2022.

The 18 full papers were carefully selected from 67 submissions and presented during the two events: 16^th International Workshop on Juris-informatics, JURISIN 2022, and JSAI 2022 Intenational Session. This papers present discussion on fundamental and practical issues in Juris-informatics among researchers from various backgrounds such as law, social science, information and intelligent technology, logic, and philosophy, including the conventional AI and Law area.

Product Details

ISBN-13:	9783031291678
Publisher:	Springer Nature Switzerland
Publication date:	04/06/2023
Series:	Lecture Notes in Computer Science , #13859
Edition description:	1st ed. 2023
Pages:	284
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of Contents

JURISIN 2022.- Differential-aware Transformer for Partially Amended Sentence Translation.- On Complexity and Generality of Contrary Prioritized Defeasible Theory.- Mapping Similar Provisions between Japanese and Foreign Laws.- COLIEE 2022 Summary: Methods for Legal Document Retrieval and Entailment.- JNLP team: Deep Learning Approaches for Tackling Long and Ambiguous Legal Documents in COLIEE 2022.- Semantic-based Classification of Relevant Case Law.- nigam@COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based models.- HUKB at the COLIEE 2022 Statute Law Task.- Using Textbook Knowledge for Statute Retrieval and Entailment Classification.- Legal Textual Entailment using Ensemble of Rule-based and BERT-based method with Data Augmentation by Related Article Generation.- Less is Better: Constructing Legal Question Answering System by Weighing Longest Common Subsequence of Disjunctive Union Text.- JSAI 2022 International Session.- Proposal for Turning Point Detection Method using Financial Text and Transformer.- Product Portfolio Optimization for LTV Maximization.- An Examination of Eating Experiences in Relation to Psychological States, Loneliness, and Depression Using BERT.- Objective Detection of High-risk Tackle in Rugby by Combination of Pose Estimation and Machine Learning.- Incremental informational value of floorplans for rent price prediction - Applications of modern computer vision techniques in real-estate.- Transaction Prediction by Using Graph Neural Network and Textual Industry Information.- Overfitting Problem in the Approximate Bayesian Computation Method Based on Maxima Weighted Isolation Kernel.