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Full Description
This two-volume set LNCS 16367 -16368 constitutes the proceedings of the 26th International Conference on Web Information Systems Engineering, WISE 2025, held in Marrakech, Morocco, in December 15-17, 2025.
The 54 full papers and 22 short papers were presented in these proceedings were carefully reviewed and selected from 140 submissions. The papers have been organized in the following topical sections as follows:Recommender Systems II; Recommender Systems III; Route Optimisation and Networks; Large Language Models II; Knowledge Graphs II; Information Retrieval and Keywords; Graph Models and Methods; Human-Centred Applications and Services; Distributed Data and Code Generation.
Contents
.- Recommender Systems II.
.- A multi-modal short-video recommendation method for enhancing user behaviors based on graph contrastive learning.
.- Enhancing Multi-behavior Sequential Recommendation via Transformer-based Cross-layer Contrastive Learning.
.- Meta-User2Vec: Recommendations Based on Embeddings for Users and Products Using Meta-data.
.- Semantic-guided Data Augmentation and Filtering for Sequential Recommendation.
.- Recommender Systems III.
.- GACS: Graph Contrastive Learning with Augmented Collaborative Signals for Recommendation.
.- ReGeS: Reciprocal Retrieval-Generation Synergy for Conversational Recommender Systems.
.- Ontology-Enhanced RAG Architecture for Sensory-Aware Food Recommendation.
.- LSA: A Long-Short-term Aspect Interest Transformer for Aspect-Based Recommendation.
.- Route Optimisation and Networks.
.- A Comparative Study on Sub-route Merging Ways for Clustering Assisted Ant Colony Optimization to Solve Large-Scale Traveling Salesman Problem.
.- A Comparative Analysis of Ant Colony Optimization for Mobile Robot Route Optimization.
.- An Effective Multi-Hop Ride-Sharing Algorithm on Large-Scale Road Networks.
.- Interval Based Constrained Path Optimization in Time-Dependent Road Networks.
.- Large Language Models II.
.- HALIFacts: Evaluating Large Language Models for Domain-Specific Fact-Checking and Their Carbon Impact.
.- A Hybrid AI System for Evaluating Media Representation of Violence and Inequality.
.- TCM-Eval: A Multi-dimensional Benchmark Framework for Evaluating Large Language Models in Traditional Chinese Medicine.
.- Boosting Pre-trained Language Models for Temporal Knowledge Graph Reasoning via Joint Structure and Recurring Patterns.
.- Knowledge Graphs II.
.- On Large-scale Evaluation of Embedding Models for KG Completion.
.- Analysis Neuro-Symbolic Embedding Approaches: Assessing Knowledge Representation and Latent Space Reasoning Capabilities.
.- RAG-KT: Retrieval Augmented Generation based Difficulty Estimation for Knowledge Tracing.
.- BiRKGC: Bidirectional Relation and Graph-Aware Model for Knowledge Graph Completion.
.- Information Retrieval and Keywords.
.- MAGIC-Enhanced Keyword Prompting for Zero-Shot Audio Captioning with CLIP Models.
.- ESGTabQA: Open-Domain Question Answering on High-Cardinality ESG Tables.
.- Finding Top-k Keywords-Aware Optimal Routes: A Splice-Based Expansion Approach.
.- Backbone-based Neighbor Transferring Proximity Graph for Fast Inner Product Retrieval.
.- Graph Models and Methods.
.- Counting the Number of Hop-Constrained Simple s-t Paths in Large Graphs.
.- MambaTSC: Towards Robust Time Series Completion via Multi-Scale Temporal Enhancement and Score-Gated Graph Modeling.
.- Fake News Detection with Hypergraph Neural Networks via Leveraging User-Topic Interactions.
.- Aspect-oriented GraphQL.
.- Human-Centred Applications and Services.
.- DIVE - A Neuro-Symbolic and User-Centered Approach for Data Insight Visualization.
.- Pose-guide Feature Restoration Transformer for Occluded Person Re-identification.
.- A Fine-Grained Predictive Stress Quantification Framework for Drivers with Autism Spectrum Disorder in Inclusive Smart Mobility.
.- PersoDPO: Scalable Preference Optimization for Instruction-Adherent, Persona-Grounded Dialogue via Multi-LLM Evaluation.
.- Distributed Data and Code Generation.
.- Controllable Structured Data Generation and Augmentation Mechanism for Power Grid Applications.
.- A Distributed Sharing Model for EMRs Based on Hybrid Consortium Chain and Stackelberg Game.
.- CODE ACROSTIC: Robust Watermarking for Code Generation.
.- Reimagining Attentional Copulas: A Transformer-Based Approach with Proportional Dependency Learning.
