Advances on Graph-Based Approaches in Information Retrieval : First International Workshop, IRonGraphs 2024, Glasgow, UK, March 24, 2024, Proceedings / / edited by Ludovico Boratto, Daniele Malitesta, Mirko Marras, Giacomo Medda, Cataldo Musto, Erasmo Purificato
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| Titolo: |
Advances on Graph-Based Approaches in Information Retrieval : First International Workshop, IRonGraphs 2024, Glasgow, UK, March 24, 2024, Proceedings / / edited by Ludovico Boratto, Daniele Malitesta, Mirko Marras, Giacomo Medda, Cataldo Musto, Erasmo Purificato
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| Pubblicazione: | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Edizione: | 1st ed. 2025. |
| Descrizione fisica: | 1 online resource (98 pages) |
| Disciplina: | 658.812 |
| Soggetto topico: | Natural language processing (Computer science) |
| Machine learning | |
| Information storage and retrieval systems | |
| Database management | |
| Data mining | |
| Natural Language Processing (NLP) | |
| Machine Learning | |
| Information Storage and Retrieval | |
| Database Management System | |
| Data Mining and Knowledge Discovery | |
| Persona (resp. second.): | BorattoLudovico |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | .-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. |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Advances on Graph-Based Approaches in Information Retrieval |
| ISBN: | 3-031-71382-6 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910983342003321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Communications in Computer and Information Science, . 1865-0937 ; ; 2197