This book constitutes the refereed proceedings of the 16th International Conference on Flexible Query Answering Systems, FQAS 2025, held in Burgas, Bulgaria, during September 11 13, 2025. The 26 full papers presented were carefully reviewed and selected from 49 submissions. The proceedings also include 3 invited talk and 2 tutorial papers. They were organized in the following topical sections: Invited Talks; Flexible Query Answering Systems; Data-driven Quality Management and Intelligent Systems for Academic Processes and Flexible Decision-making; Language Models in Advanced Information…mehr
This book constitutes the refereed proceedings of the 16th International Conference on Flexible Query Answering Systems, FQAS 2025, held in Burgas, Bulgaria, during September 11 13, 2025.
The 26 full papers presented were carefully reviewed and selected from 49 submissions. The proceedings also include 3 invited talk and 2 tutorial papers. They were organized in the following topical sections: Invited Talks; Flexible Query Answering Systems; Data-driven Quality Management and Intelligent Systems for Academic Processes and Flexible Decision-making; Language Models in Advanced Information Retrieval; Intuitionistic Fuzzy Approaches for Flexible Querying and Reasoning under Uncertainty; and Emerging Trends in Flexible Query Answering and Information Retrieval.
Artikelnr. des Verlages: 89548127, 978-3-032-05606-1
Seitenzahl: 334
Erscheinungstermin: 8. September 2025
Englisch
Abmessung: 235mm x 155mm x 19mm
Gewicht: 529g
ISBN-13: 9783032056061
ISBN-10: 3032056063
Artikelnr.: 75147748
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Inhaltsangabe
Invited Talks.- On the Role of Context in Data Querying.- Graded Logic Criteria and Their Applications.- GenAI, LLM/MLLM, RAG, and their impacts on hallucination, reliability and trustworthiness.- Flexible Query Answering Systems.- A Novel Approach to Context-Aware and Responsible Short Text Clustering.- Knowledge Graphs and Natural Logic.- A Smart Data Model for Nutrition-Aware Diabetes Management in Healthcare Systems.- AI-Powered API for Brain Tumour Classification: A Deep Learning Approach to Accessible Medical Imaging.- Integrating AI for Knowledge Management in Software Engineering.- Generating Synthetic Audio Information on Data Flow between Software and Business Architecture Layers.- Collaborating Across Roles: Shaping Strategic Directions for Institutional Implementation of AI Tools in Higher Education.- Data-driven Quality Management and Intelligent Systems for Academic Processes and Flexible Decision-Making.- Academic Profile Management: Benchmarking DeepSeek-R1 for Publication and Citation Data.- A Query-Based Customizable LSP Recommender System for Nonprofessional Users.- Software System for Monitoring of Student Academic Performance in School using Intuitionistic Fuzzy Evaluations.- Automated Data Collection and Intelligent Analysis in Support of Academic and Research Management.- Enhancing the Quality of Education Through the Implementation of an Intelligent Tutoring System.- Using Old Lessons for New AI A Trainer for Project Risk Management.- Challenges for Assessing the Programme Accreditation Metrics: An Approach.- Application of Artificial Intelligence in the Management of the Educational Process: Practical Experience and Effectiveness.- Language Models in Advanced Information Retrieval.- Hybrid Ontology Matching for Company Name Alignment: Combining Text Matching, String Similarity, SBERT, and Siamese Networks in Italian and German Job Market Data.- A Semantic Schema-based Catalog for Identifying Joinable Columns via LLMs.- Detecting Semantic Relationships among Datasets.- Dialogue Style Transfer with Reinforcement Learning and Parameter Efficient Fine-tuning.- Intuitionistic Fuzzy Approaches for Flexible Querying and Reasoning under Uncertainty.- InterCriteria Analysis of Youth Not in Employment, Education or Training in the EU: Revealing Structural Analysis Through Intuitionistic Fuzzy Evaluations.- Towards More Reliable SQL Auto-Grading: A Hybrid Approach Using LLMs, Intuitionistic Fuzzy Sets, and Traditional Methods.- Prediction of Solar Radiation From Weather Data Using Intuitionistic and Regular Fuzzy Operations.- Emerging Trends in Flexible Query Answering and Information Retrieval.- How Good are LLMs at Retrieving Documents in a Specific Domain? Schema-based Inference for Query Expansion and Completion over Knowledge Graphs.- Implications and Advantages of AI Test Actualization in API Automated Software Testing.- Intellectual Analysis of Data in an Information System for the Medical Facility.
Invited Talks.- On the Role of Context in Data Querying.- Graded Logic Criteria and Their Applications.- GenAI, LLM/MLLM, RAG, and their impacts on hallucination, reliability and trustworthiness.- Flexible Query Answering Systems.- A Novel Approach to Context-Aware and Responsible Short Text Clustering.- Knowledge Graphs and Natural Logic.- A Smart Data Model for Nutrition-Aware Diabetes Management in Healthcare Systems.- AI-Powered API for Brain Tumour Classification: A Deep Learning Approach to Accessible Medical Imaging.- Integrating AI for Knowledge Management in Software Engineering.- Generating Synthetic Audio Information on Data Flow between Software and Business Architecture Layers.- Collaborating Across Roles: Shaping Strategic Directions for Institutional Implementation of AI Tools in Higher Education.- Data-driven Quality Management and Intelligent Systems for Academic Processes and Flexible Decision-Making.- Academic Profile Management: Benchmarking DeepSeek-R1 for Publication and Citation Data.- A Query-Based Customizable LSP Recommender System for Nonprofessional Users.- Software System for Monitoring of Student Academic Performance in School using Intuitionistic Fuzzy Evaluations.- Automated Data Collection and Intelligent Analysis in Support of Academic and Research Management.- Enhancing the Quality of Education Through the Implementation of an Intelligent Tutoring System.- Using Old Lessons for New AI A Trainer for Project Risk Management.- Challenges for Assessing the Programme Accreditation Metrics: An Approach.- Application of Artificial Intelligence in the Management of the Educational Process: Practical Experience and Effectiveness.- Language Models in Advanced Information Retrieval.- Hybrid Ontology Matching for Company Name Alignment: Combining Text Matching, String Similarity, SBERT, and Siamese Networks in Italian and German Job Market Data.- A Semantic Schema-based Catalog for Identifying Joinable Columns via LLMs.- Detecting Semantic Relationships among Datasets.- Dialogue Style Transfer with Reinforcement Learning and Parameter Efficient Fine-tuning.- Intuitionistic Fuzzy Approaches for Flexible Querying and Reasoning under Uncertainty.- InterCriteria Analysis of Youth Not in Employment, Education or Training in the EU: Revealing Structural Analysis Through Intuitionistic Fuzzy Evaluations.- Towards More Reliable SQL Auto-Grading: A Hybrid Approach Using LLMs, Intuitionistic Fuzzy Sets, and Traditional Methods.- Prediction of Solar Radiation From Weather Data Using Intuitionistic and Regular Fuzzy Operations.- Emerging Trends in Flexible Query Answering and Information Retrieval.- How Good are LLMs at Retrieving Documents in a Specific Domain? Schema-based Inference for Query Expansion and Completion over Knowledge Graphs.- Implications and Advantages of AI Test Actualization in API Automated Software Testing.- Intellectual Analysis of Data in an Information System for the Medical Facility.
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