Advances on graph-based approaches in information retrieval first international workshop, IRonGraphs 2024, Glasgow, UK, March 24, 2024 : proceedings
.-Soccer-GraphRAG: Applications of GraphRAG in Soccer. .- Enhanced Semantic Understanding with Graph-based Information Retrieval. .- Identifying Shopping Intent in Product QA for Proactive Recommendations. .- KGUF: Simple Knowledge-aware Graph-based Recommender with User-based Semantic Features Filt...
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| Weitere Verfasser: | , , , , , |
| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Cham
Springer
2025
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| Schriftenreihe: | Communications in computer and information science
2197 |
| Schlagworte: |
COM094000
> COMPUTERS / Data Processing / Storage & Retrieval
> COMPUTERS / Expert Systems
> COMPUTERS / Natural Language Processing
> Expert systems / knowledge-based systems
> Information retrieval
> Informationsrückgewinnung, Information Retrieval
> Machine learning
> Maschinelles Lernen
> Natural language & machine translation
> Natürliche Sprachen und maschinelle Übersetzung
> Wissensbasierte Systeme, Expertensysteme
> Konferenzschrift
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| Online Zugang: | Cover |
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| Zusammenfassung: | .-Soccer-GraphRAG: Applications of GraphRAG in Soccer. .- Enhanced Semantic Understanding with Graph-based Information Retrieval. .- Identifying Shopping Intent in Product QA for Proactive Recommendations. .- KGUF: Simple Knowledge-aware Graph-based Recommender with User-based Semantic Features Filtering. .- The Effectiveness of Graph Contrastive Learning on Mathematical Information Retrieval. .- The Impact of Source-Target Node Distance on Vicious Adversarial Attacks in Social Network Recommendation Systems. This book constitutes the refereed proceedings of the First International Workshop on Graph-Based Approaches in Information Retrieval, IRonGraphs 2024, held in Glasgow, UK, on March 24, 2024. The 6 full papers included in this book were carefully reviewed and selected from 14 submissions. They focus on diverse novel contributions, with presentations on knowledge-aware graph-based recommender systems using user-based semantic features filtering, source-target node distance impacts on adversarial attacks in social network recommendations |
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| Beschreibung: | Literaturangaben |
| Beschreibung: | viii, 87 Seiten Diagramme |
| ISBN: | 9783031713811 978-3-031-71381-1 |