Ignacio Fernández-Tobías

31 papers A 5C 1Journal 6Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods. CoRR Nicola Cecere, Andrea Bacciu, Ignacio Fernández-Tobías, Amin Mantrach
2022	—	`ch.`	Design and Evaluation of Cross-Domain Recommender Systems. Recommender Systems Handbook Maurizio Ferrari Dacrema, Iván Cantador, Ignacio Fernández-Tobías, Shlomo Berkovsky, Paolo Cremonesi
2019	J	`jnl`	Addressing the user cold start with cross-domain collaborative filtering: exploiting item metadata in matrix factorization. User Model. User Adapt. Interact. Ignacio Fernández-Tobías, Iván Cantador, Paolo Tomeo, Vito Walter Anelli, Tommaso Di Noia
2018	—	`conf`	Neighbor Selection for Cold Users in Collaborative Filtering with Positive-Only Feedback. CAEPIA Alejandro Bellogín, Ignacio Fernández-Tobías, Iván Cantador, Paolo Tomeo
2017	J	`jnl`	Addressing the Cold Start with Positive-Only Feedback Through Semantic-Based Recommendations. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Paolo Tomeo, Ignacio Fernández-Tobías, Iván Cantador, Tommaso Di Noia
2016	A	`conf`	Accuracy and Diversity in Cross-domain Recommendations for Cold-start Users with Positive-only Feedback. RecSys Ignacio Fernández-Tobías, Paolo Tomeo, Iván Cantador, Tommaso Di Noia, Eugenio Di Sciascio
2016	J	`jnl`	Alleviating the new user problem in collaborative filtering by exploiting personality information. User Model. User Adapt. Interact. Ignacio Fernández-Tobías, Matthias Braunhofer, Mehdi Elahi, Francesco Ricci, Iván Cantador
2016	—	`conf`	Exploiting Linked Open Data in Cold-start Recommendations with Positive-only Feedback. CERI Paolo Tomeo, Ignacio Fernández-Tobías, Tommaso Di Noia, Iván Cantador
2016	A	`conf`	Memory-based Recommendations of Entities for Web Search Users. CIKM Ignacio Fernández-Tobías, Roi Blanco
2015	—	`ch.`	Cross-Domain Recommender Systems. Recommender Systems Handbook Iván Cantador, Ignacio Fernández-Tobías, Shlomo Berkovsky, Paolo Cremonesi
2015	—	`conf`	Interaction Design in a Mobile Food Recommender System. IntRS@RecSys Mehdi Elahi, Mouzhi Ge, Francesco Ricci, Ignacio Fernández-Tobías, Shlomo Berkovsky, David Massimo
2015	A	`conf`	On the Use of Cross-Domain User Preferences and Personality Traits in Collaborative Filtering. UMAP Ignacio Fernández-Tobías, Iván Cantador
2015	—	`conf`	Parsimonious and Adaptive Contextual Information Acquisition in Recommender Systems. IntRS@RecSys Matthias Braunhofer, Ignacio Fernández-Tobías, Francesco Ricci
2015	—	`conf`	Using Tags and Latent Factors in a Food Recommender System. Digital Health Mouzhi Ge, Mehdi Elahi, Ignacio Fernández-Tobías, Francesco Ricci, David Massimo
2014	—	`conf`	A Criterion Based on Fisher's Exact Test for Item Splitting in Context-Aware Recommender Systems. SCCC Pedro G. Campos, Iván Cantador, Fernando Díez, Ignacio Fernández-Tobías
2014	—	`conf`	Exploiting Social Tags in Matrix Factorization Models for Cross-domain Collaborative Filtering. CBRecSys@RecSys Ignacio Fernández-Tobías, Iván Cantador
2014	J	`jnl`	Knowledge-based identification of music suited for places of interest. J. Inf. Technol. Tour. Marius Kaminskas, Ignacio Fernández-Tobías, Francesco Ricci, Iván Cantador
2014	—	`conf`	On the Exploitation of User Personality in Recommender Systems. DMRS Iván Cantador, Ignacio Fernández-Tobías
2014	—	`conf`	Personality-Aware Collaborative Filtering: An Empirical Study in Multiple Domains with Facebook Data. EC-Web Ignacio Fernández-Tobías, Iván Cantador
2013	—	`conf`	A Contextual Modeling Approach for Model-Based Recommender Systems. CAEPIA Ignacio Fernández-Tobías, Pedro G. Campos, Iván Cantador, Fernando Díez
2013	J	`jnl`	A social tag-based dimensional model of emotions: Building cross-domain folksonomies. Proces. del Leng. Natural Ignacio Fernández-Tobías, Iván Cantador, Laura Plaza
2013	—	`conf`	An Emotion Dimensional Model Based on Social Tags: Crossing Folksonomies and Enhancing Recommendations. EC-Web Ignacio Fernández-Tobías, Iván Cantador, Laura Plaza
2013	—	`conf`	Context-Aware Movie Recommendations: An Empirical Comparison of Pre-filtering, Post-filtering and Contextual Modeling Approaches. EC-Web Pedro G. Campos, Ignacio Fernández-Tobías, Iván Cantador, Fernando Díez
2013	A	`conf`	Mining Semantic Data, User Generated Contents, and Contextual Information for Cross-Domain Recommendation. UMAP Ignacio Fernández-Tobías
2013	A	`conf`	Modeling Emotions with Social Tags. UMAP Ignacio Fernández-Tobías, Iván Cantador, Laura Plaza
2013	C	`conf`	Ontology-Based Identification of Music for Places. ENTER Marius Kaminskas, Ignacio Fernández-Tobías, Iván Cantador, Francesco Ricci
2013	—	`conf`	Relating Personality Types with User Preferences in Multiple Entertainment Domains. UMAP Workshops Iván Cantador, Ignacio Fernández-Tobías, Alejandro Bellogín
2012	—	`conf`	Knowledge-based music retrieval for places of interest. MIRUM Marius Kaminskas, Ignacio Fernández-Tobías, Francesco Ricci, Iván Cantador
2011	—	`conf`	A generic semantic-based framework for cross-domain recommendation. HetRec@RecSys Ignacio Fernández-Tobías, Iván Cantador, Marius Kaminskas, Francesco Ricci
2011	—	`conf`	Semantic Contextualisation of Social Tag-Based Profiles and Item Recommendations. EC-Web Iván Cantador, Alejandro Bellogín, Ignacio Fernández-Tobías, Sergio López Hernández
2011	—	`conf`	Semantic Disambiguation and Contextualisation of Social Tags. UMAP Workshops Ignacio Fernández-Tobías, Iván Cantador, Alejandro Bellogín