New Frontiers in Artificial Intelligence

This book constitutes the proceedings of the 17th JSAI International Symposia on Articial Intelligence (JSAI-isAI 2025), held in Osaka, Japan, during May 2627, 2025.

The 27 full papers included in this book were carefully reviewed and selected from 82 submissions. The papers covered a wide range of topics, including AI & law, juris-informatics, natural language processing for scientific documents, Information retrieval for scientific documents, business Informatics, agent-based modeling, AI & security, AI & privacy.

Inhalt

.- JURISIN 2025 .

.- Nineteenth International Workshop on Juris-informatics (JURISIN 2025).

.- Towards Accurate Legal Term Detection: Insights from Dependency Tree-based and Large Language Model Approaches.

.- On the interplay between entailments among obligations and their violations.

.- Legal Regulation of Knowledge Distillation: From A Trade Secret Perspective.

.- Generating Guiding Principles: Evaluating Large Language Models for complex German Legal Summaries.

.- On Normative Status and Argumentation Semantics of Soft-constraint based Norms.

.- Hybrid AI for supporting the European Drafting Legislation.

.- Labeling Case Similarity based on Co-Citation of Legal Articles in Judgment Documents with Empirical Dispute-Based Evaluation.

.- Automating the Creation of Legislative Article Histories in Japanese Commercial Law: A Method for Identifying Corresponding Articles Before and After Amendments.

.- PROLEG and Normative Diagrams.

.- A Multilingual Legal Provision Mapping Accross Jurisdictions: A One-to-Many Approach.

.- Nearest-Neighbor Search or Distance-Based Search, Which is Better for Finding Relevant Articles?.

.- SCIDOCA 2025 .

.- Ninth International Workshop on SCIentific DOCument Analysis (SCIDOCA 2025).

.- Analyzing Logical Fallacies in Large Language Models: A Study on Hallucination in Mathematical Reasoning.

.- AuthNet: A Framework for Research Expert Discovery and Network Visualization Based on Topic-Specific Queries.

.- Entity-Based Synthetic Data Generation for Named Entity Recognition in Low-resource Domains.

.- Embedding-Based Retrieval Approaches for Automated Citation Prediction.

.- An Attentigon-Driven Framework for Citation Discovery and Recommendation.

.- AI-Biz 2025.

.- Artificial Intelligence of and for Business (AI-Biz 2025).

.- Financial Inclusion with Large Language Models: Prompt Design and Evaluation for Easy Japanese Generation.

.- How students made use of an on-campus car sharing system in a university of a regional area in Japan.

.- Developing an Energy Utilization Mechanism for Sustainable Societies: Household Fuel Cells (Ene-Farm), the J-Credit Scheme, and Collaborative Models.

.- Analyzing the Impact of Cognitive Representation on the Performance of Post-Merger Companies.

.- Research on information transmission methods in consideration of regional characteristics to promote evacuation actions during flood disasters.

.- AI Security & Privacy 2025 .

.- First International Workshop on Artificial Intelligence Security and Privacy (AI security and Privacy 2025).

.- Paradigm Shift in AI Security.

.- Design of a Bachelor's Degree in Cybersecurity and Artificial Intelligence.

.- Robustness bounds on the successful adversarial examples in probabilistic models: Implications from Gaussian processes.

.- Empirical Evaluation of Record Reconstruction Risk from Model Explanations with Differential Privacy.

.- Anomaly Detection for Multi-Tenant Networks Based on AutoEncoder.

.- Cryptographic Authentication for Private RAG-Enabled LLMs.