Automatic Construction of Multi-faceted User Profiles using Text Clustering and its Application to Expert Recommendation and Filtering Problems
Fuente:
arXiv
Guardado en:
| Autores principales: | de Campos, Luis M., Fernández-Luna, Juan M., Huete, Juan F., Redondo-Expósito, Luis |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
LDA-based Term Profiles for Expert Finding in a Political Setting
por: de Campos, Luis M., et al.
Publicado: (2024)
por: de Campos, Luis M., et al.
Publicado: (2024)
Positive unlabeled learning for building recommender systems in a parliamentary setting
por: de Camposa, Luis M., et al.
Publicado: (2024)
por: de Camposa, Luis M., et al.
Publicado: (2024)
Publication venue recommendation using profiles based on clustering
por: de Campos, Luis M., et al.
Publicado: (2024)
por: de Campos, Luis M., et al.
Publicado: (2024)
On the selection of the correct number of terms for profile construction: theoretical and empirical analysis
por: de Campos, Luis M., et al.
Publicado: (2024)
por: de Campos, Luis M., et al.
Publicado: (2024)
Use of topical and temporal profiles and their hybridisation for content-based recommendation
por: de Campos, Luis M., et al.
Publicado: (2024)
por: de Campos, Luis M., et al.
Publicado: (2024)
Predicting IR Personalization Performance using Pre-retrieval Query Predictors
por: Vicente-López, Eduardo, et al.
Publicado: (2024)
por: Vicente-López, Eduardo, et al.
Publicado: (2024)
Multi-Scenario User Profile Construction via Recommendation Lists
por: Zhang, Hui, et al.
Publicado: (2026)
por: Zhang, Hui, et al.
Publicado: (2026)
Recommendations by Concise User Profiles from Review Text
por: Torbati, Ghazaleh Haratinezhad, et al.
Publicado: (2023)
por: Torbati, Ghazaleh Haratinezhad, et al.
Publicado: (2023)
Post-Training Denoising of User Profiles with LLMs in Collaborative Filtering Recommendation
por: Dervishaj, Ervin, et al.
Publicado: (2026)
por: Dervishaj, Ervin, et al.
Publicado: (2026)
Multi-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations
por: Xia, Yu, et al.
Publicado: (2025)
por: Xia, Yu, et al.
Publicado: (2025)
Enhancing Automatic Keyphrase Labelling with Text-to-Text Transfer Transformer (T5) Architecture: A Framework for Keyphrase Generation and Filtering
por: Gabín, Jorge, et al.
Publicado: (2024)
por: Gabín, Jorge, et al.
Publicado: (2024)
MUFFIN: Mixture of User-Adaptive Frequency Filtering for Sequential Recommendation
por: Baek, Ilwoong, et al.
Publicado: (2025)
por: Baek, Ilwoong, et al.
Publicado: (2025)
Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems
por: Zhang, Hao, et al.
Publicado: (2023)
por: Zhang, Hao, et al.
Publicado: (2023)
Text2Tracks: Prompt-based Music Recommendation via Generative Retrieval
por: Palumbo, Enrico, et al.
Publicado: (2025)
por: Palumbo, Enrico, et al.
Publicado: (2025)
Transparent and Scrutable Recommendations Using Natural Language User Profiles
por: Ramos, Jerome, et al.
Publicado: (2024)
por: Ramos, Jerome, et al.
Publicado: (2024)
DUET: Joint Exploration of User Item Profiles in Recommendation System
por: Chen, Yue, et al.
Publicado: (2026)
por: Chen, Yue, et al.
Publicado: (2026)
Tricolore: Multi-Behavior User Profiling for Enhanced Candidate Generation in Recommender Systems
por: Zhou, Xiao, et al.
Publicado: (2025)
por: Zhou, Xiao, et al.
Publicado: (2025)
Effectiveness of LLMs in Temporal User Profiling for Recommendation
por: Sabouri, Milad, et al.
Publicado: (2025)
por: Sabouri, Milad, et al.
Publicado: (2025)
An Integrated System for Managing the Andalusian Parliament's Digital Library
por: de Campos, Luis M., et al.
Publicado: (2009)
por: de Campos, Luis M., et al.
Publicado: (2009)
Facet-Aware Multi-Head Mixture-of-Experts Model with Text-Enhanced Pre-training for Sequential Recommendation
por: Liu, Mingrui, et al.
Publicado: (2026)
por: Liu, Mingrui, et al.
Publicado: (2026)
Multi-modal Food Recommendation using Clustering and Self-supervised Learning
por: Zhang, Yixin, et al.
Publicado: (2024)
por: Zhang, Yixin, et al.
Publicado: (2024)
Evaluating Impact of User-Cluster Targeted Attacks in Matrix Factorisation Recommenders
por: Shams, Sulthana, et al.
Publicado: (2023)
por: Shams, Sulthana, et al.
Publicado: (2023)
Multi-LLM Token Filtering and Routing for Sequential Recommendation
por: Chen, Wuhan, et al.
Publicado: (2026)
por: Chen, Wuhan, et al.
Publicado: (2026)
Understand your Users, An Ensemble Learning Framework for Natural Noise Filtering in Recommender Systems
por: Hawat, Clarita, et al.
Publicado: (2025)
por: Hawat, Clarita, et al.
Publicado: (2025)
SciNUP: Natural Language User Interest Profiles for Scientific Literature Recommendation
por: Arustashvili, Mariam, et al.
Publicado: (2025)
por: Arustashvili, Mariam, et al.
Publicado: (2025)
Breaking the Clusters: Uniformity-Optimization for Text-Based Sequential Recommendation
por: Chen, Wuhan, et al.
Publicado: (2025)
por: Chen, Wuhan, et al.
Publicado: (2025)
FilterLLM: Text-To-Distribution LLM for Billion-Scale Cold-Start Recommendation
por: Liu, Ruochen, et al.
Publicado: (2025)
por: Liu, Ruochen, et al.
Publicado: (2025)
LettinGo: Explore User Profile Generation for Recommendation System
por: Wang, Lu, et al.
Publicado: (2025)
por: Wang, Lu, et al.
Publicado: (2025)
End-to-end Training for Recommendation with Language-based User Profiles
por: Gao, Zhaolin, et al.
Publicado: (2024)
por: Gao, Zhaolin, et al.
Publicado: (2024)
KGUF: Simple Knowledge-aware Graph-based Recommender with User-based Semantic Features Filtering
por: Bufi, Salvatore, et al.
Publicado: (2024)
por: Bufi, Salvatore, et al.
Publicado: (2024)
Diagnostic-Guided Dynamic Profile Optimization for LLM-based User Simulators in Sequential Recommendation
por: Liu, Hongyang, et al.
Publicado: (2025)
por: Liu, Hongyang, et al.
Publicado: (2025)
GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems
por: Wongso, Wilson, et al.
Publicado: (2024)
por: Wongso, Wilson, et al.
Publicado: (2024)
An Efficient Multi-threaded Collaborative Filtering Approach in Recommendation System
por: Hasan, Mahamudul
Publicado: (2024)
por: Hasan, Mahamudul
Publicado: (2024)
Latent Factor Modeling with Expert Network for Multi-Behavior Recommendation
por: Yan, Mingshi, et al.
Publicado: (2026)
por: Yan, Mingshi, et al.
Publicado: (2026)
An Automatic Graph Construction Framework based on Large Language Models for Recommendation
por: Shan, Rong, et al.
Publicado: (2024)
por: Shan, Rong, et al.
Publicado: (2024)
User Invariant Preference Learning for Multi-Behavior Recommendation
por: Yan, Mingshi, et al.
Publicado: (2025)
por: Yan, Mingshi, et al.
Publicado: (2025)
Multi-agents based User Values Mining for Recommendation
por: Chen, Lijian, et al.
Publicado: (2025)
por: Chen, Lijian, et al.
Publicado: (2025)
Task-Aware Automated User Profile Generation for Recommendation Simulation Using Large Language Models
por: Wanyan, Xinye, et al.
Publicado: (2026)
por: Wanyan, Xinye, et al.
Publicado: (2026)
Transparent and Controllable Recommendation Filtering via Multimodal Multi-Agent Collaboration
por: Zhang, Chi, et al.
Publicado: (2026)
por: Zhang, Chi, et al.
Publicado: (2026)
CDC: Causal Domain Clustering for Multi-Domain Recommendation
por: Luo, Huishi, et al.
Publicado: (2025)
por: Luo, Huishi, et al.
Publicado: (2025)
Ejemplares similares
-
LDA-based Term Profiles for Expert Finding in a Political Setting
por: de Campos, Luis M., et al.
Publicado: (2024) -
Positive unlabeled learning for building recommender systems in a parliamentary setting
por: de Camposa, Luis M., et al.
Publicado: (2024) -
Publication venue recommendation using profiles based on clustering
por: de Campos, Luis M., et al.
Publicado: (2024) -
On the selection of the correct number of terms for profile construction: theoretical and empirical analysis
por: de Campos, Luis M., et al.
Publicado: (2024) -
Use of topical and temporal profiles and their hybridisation for content-based recommendation
por: de Campos, Luis M., et al.
Publicado: (2024)