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This book constitutes the refereed proceedings of the 27th International Conference on Information Integration and Web Intelligence, iiWAS 2025, held in Matsue, Japan, during December 8-10, 2025. The 23 full papers, 12 short papers and 1 keynote paper included in this book were carefully reviewed and selected from 79 submissions. They were organized in topical sections as follows: Keynote; Foundations of AI and Data Intelligence; Knowledge, Reasoning, and Human Interaction; Emerging Technologies and Applied Innovation; Creative and Generative AI.
This book constitutes the refereed proceedings of the 27th International Conference on Information Integration and Web Intelligence, iiWAS 2025, held in Matsue, Japan, during December 8-10, 2025.
The 23 full papers, 12 short papers and 1 keynote paper included in this book were carefully reviewed and selected from 79 submissions. They were organized in topical sections as follows: Keynote; Foundations of AI and Data Intelligence; Knowledge, Reasoning, and Human Interaction; Emerging Technologies and Applied Innovation; Creative and Generative AI.
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Inhaltsangabe
.- Keynote. .- Survival Informatics: Reliable Social Media Analysis for Societal Well-being. .- Foundations of AI and Data Intelligence. .- Supplementing Product Reviews: Retrieving Opinions from Products with Similar Attributes. .- Generating Comparative Table by LLM-based Product Review Summarization. .- Expanding Aspect Queries into Review Sentence Fragments for Product Comparison via LLM-Generated Synthetic Reviews. .- Learning Disentangled Document Representations Based on a Classical Shallow Neural Encoder. .- Generating Interactive Japanese Puns Based on Phoneme Similarity. .- Japanese Rhyme Generation Based on Mora Similarity and Generation Probability. .- Addressing Label Scarcity: Hybrid Anomaly Detection in Mental Healthcare Billing. .- BATT2GRAPH: A Hybrid CNN–LSTM and Temporal Graph-Based Approach for Lithium-Ion Battery SOH Prediction and Anomaly Detection. .- CoRA: Continual Learning for Multimodal Sensing with a Case Study in Mental Health. .- Peak Pattern Based Smilarity Search for High-Dimensional Spectral Data. .- Fast Approximate Aggregation with Error Guarantee Using Encoded Bit-slice Indexing. .- Retrieving More Concrete Product Reviews by Query Rewriting with Retrieved Review Concretization. .- Knowledge, Reasoning, and Human Interaction. .- CACIKI - Compositionally Analyzed Collection of Illustrated Kanji Information. .- Integration of Knowledge Bases and External Sources Incorporating Uncertainty in Entity Linking. .- Data Specification Vocabulary (DSV): Representation of Application Profiles of Semantic Data Specifications. .- Investigating the Impact of Defocus on Font Visibility in Transparent Displays. .- On the Relationship between Crude, Adjusted, Confounder and Latent Coefficients in Linear Regression. .- Privacy Patterns and Objectives for Legally Compliant Software based on the Indonesia’s PDP Law. .- RAG-Driven Financial QA: Preserving Privacy and Enhancing Performance with Synthetic Data. .- ML-Assisted Semi-Automated Analysis of Audio/Video Meeting Recordings. .- Emerging Technologies and Applied Innovation. .- From Connectivity to Value: Mapping Slovak IoT Business Archetypes against EU Adoption Benchmarks. .- Integrating Digital Product Passports in E-commerce: An Architectural Framework for Sustainability and AI-Driven Value. .- The Impact of Incremental eService Changes on Customer Experience: A Conceptual Review. .- Exploring the Efficacy of Learning Analytics Dashboards for Metacognitive Activity Support in Self-Learning. .- UPPSALA - Universal Pictographic Pictorial Sentence Annotation for Language Acquisition. .- Experiences Before On-the-Job Training of University Graduates Employed in the IT sector in the Slovak Republic. .- Creative and Generative AI. .- Generating Distinctive Recipe Names via Relative Feature Comparison in Recipe Set. .- Measuring Shape Unexpectedness of Exhibits based on Similarity and Outlier Detection. .- Automatic Facial Mist Application Skincare Based on Skin Condition Analysis. .- Enhancing Algorithms with LLMs: A Case Study. .- Automated Instruction Generation via Alternating Evaluation and Creation with LLMs. .- Two-Stage Fine-Tuning for Dialogue Generation with Small Community Prominent Leaders' Philosophies. .- Can Stable Diffusion Recommend Outfits?: Outfit Recommendation from Fashion Item Images via Generative AI. .- Effects of Image Samples on In-Context Learning of Multimodal Large Language Models. .- AI-Driven Web Game Development with Gemini 2.5 Pro.
.- Keynote. .- Survival Informatics: Reliable Social Media Analysis for Societal Well-being. .- Foundations of AI and Data Intelligence. .- Supplementing Product Reviews: Retrieving Opinions from Products with Similar Attributes. .- Generating Comparative Table by LLM-based Product Review Summarization. .- Expanding Aspect Queries into Review Sentence Fragments for Product Comparison via LLM-Generated Synthetic Reviews. .- Learning Disentangled Document Representations Based on a Classical Shallow Neural Encoder. .- Generating Interactive Japanese Puns Based on Phoneme Similarity. .- Japanese Rhyme Generation Based on Mora Similarity and Generation Probability. .- Addressing Label Scarcity: Hybrid Anomaly Detection in Mental Healthcare Billing. .- BATT2GRAPH: A Hybrid CNN–LSTM and Temporal Graph-Based Approach for Lithium-Ion Battery SOH Prediction and Anomaly Detection. .- CoRA: Continual Learning for Multimodal Sensing with a Case Study in Mental Health. .- Peak Pattern Based Smilarity Search for High-Dimensional Spectral Data. .- Fast Approximate Aggregation with Error Guarantee Using Encoded Bit-slice Indexing. .- Retrieving More Concrete Product Reviews by Query Rewriting with Retrieved Review Concretization. .- Knowledge, Reasoning, and Human Interaction. .- CACIKI - Compositionally Analyzed Collection of Illustrated Kanji Information. .- Integration of Knowledge Bases and External Sources Incorporating Uncertainty in Entity Linking. .- Data Specification Vocabulary (DSV): Representation of Application Profiles of Semantic Data Specifications. .- Investigating the Impact of Defocus on Font Visibility in Transparent Displays. .- On the Relationship between Crude, Adjusted, Confounder and Latent Coefficients in Linear Regression. .- Privacy Patterns and Objectives for Legally Compliant Software based on the Indonesia’s PDP Law. .- RAG-Driven Financial QA: Preserving Privacy and Enhancing Performance with Synthetic Data. .- ML-Assisted Semi-Automated Analysis of Audio/Video Meeting Recordings. .- Emerging Technologies and Applied Innovation. .- From Connectivity to Value: Mapping Slovak IoT Business Archetypes against EU Adoption Benchmarks. .- Integrating Digital Product Passports in E-commerce: An Architectural Framework for Sustainability and AI-Driven Value. .- The Impact of Incremental eService Changes on Customer Experience: A Conceptual Review. .- Exploring the Efficacy of Learning Analytics Dashboards for Metacognitive Activity Support in Self-Learning. .- UPPSALA - Universal Pictographic Pictorial Sentence Annotation for Language Acquisition. .- Experiences Before On-the-Job Training of University Graduates Employed in the IT sector in the Slovak Republic. .- Creative and Generative AI. .- Generating Distinctive Recipe Names via Relative Feature Comparison in Recipe Set. .- Measuring Shape Unexpectedness of Exhibits based on Similarity and Outlier Detection. .- Automatic Facial Mist Application Skincare Based on Skin Condition Analysis. .- Enhancing Algorithms with LLMs: A Case Study. .- Automated Instruction Generation via Alternating Evaluation and Creation with LLMs. .- Two-Stage Fine-Tuning for Dialogue Generation with Small Community Prominent Leaders' Philosophies. .- Can Stable Diffusion Recommend Outfits?: Outfit Recommendation from Fashion Item Images via Generative AI. .- Effects of Image Samples on In-Context Learning of Multimodal Large Language Models. .- AI-Driven Web Game Development with Gemini 2.5 Pro.
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