This book constitutes the proceedings of the 17th JSAI International Symposia on Artificial Intelligence (JSAI-isAI 2025), held in Osaka, Japan, during May 26 27, 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.
This book constitutes the proceedings of the 17th JSAI International Symposia on Artificial Intelligence (JSAI-isAI 2025), held in Osaka, Japan, during May 26 27, 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.
.- 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.
.- 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.
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