Ignacio Fernández-Tobías

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 11

Top Topics

Matrix Factorization

Personality Traits

Recommender Systems

Collaborative Filtering

Top Venues

Publications

Ignacio Fernández-Tobías, Iván Cantador, Paolo Tomeo, Vito Walter Anelli, Tommaso Di Noia
Addressing the user cold start with cross-domain collaborative filtering: exploiting item metadata in matrix factorization. User Model. User Adapt. Interact. 29 (2) (2019)
Alejandro Bellogín, Ignacio Fernández-Tobías, Iván Cantador, Paolo Tomeo
Neighbor Selection for Cold Users in Collaborative Filtering with Positive-Only Feedback. CAEPIA (2018)
Paolo Tomeo, Ignacio Fernández-Tobías, Iván Cantador, Tommaso Di Noia
Addressing the Cold Start with Positive-Only Feedback Through Semantic-Based Recommendations. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 25 (Supplement-2) (2017)
Ignacio Fernández-Tobías, Matthias Braunhofer, Mehdi Elahi, Francesco Ricci, Iván Cantador
Alleviating the new user problem in collaborative filtering by exploiting personality information. User Model. User Adapt. Interact. 26 (2-3) (2016)
Ignacio Fernández-Tobías, Paolo Tomeo, Iván Cantador, Tommaso Di Noia, Eugenio Di Sciascio
Accuracy and Diversity in Cross-domain Recommendations for Cold-start Users with Positive-only Feedback. RecSys (2016)
Ignacio Fernández-Tobías, Roi Blanco
Memory-based Recommendations of Entities for Web Search Users. CIKM (2016)
Paolo Tomeo, Ignacio Fernández-Tobías, Tommaso Di Noia, Iván Cantador
Exploiting Linked Open Data in Cold-start Recommendations with Positive-only Feedback. CERI (2016)
Ignacio Fernández-Tobías, Iván Cantador
On the Use of Cross-Domain User Preferences and Personality Traits in Collaborative Filtering. UMAP (2015)
Mehdi Elahi, Mouzhi Ge, Francesco Ricci, Ignacio Fernández-Tobías, Shlomo Berkovsky, David Massimo
Interaction Design in a Mobile Food Recommender System. IntRS@RecSys (2015)
Matthias Braunhofer, Ignacio Fernández-Tobías, Francesco Ricci
Parsimonious and Adaptive Contextual Information Acquisition in Recommender Systems. IntRS@RecSys (2015)
Mouzhi Ge, Mehdi Elahi, Ignacio Fernández-Tobías, Francesco Ricci, David Massimo
Using Tags and Latent Factors in a Food Recommender System. Digital Health (2015)
Marius Kaminskas, Ignacio Fernández-Tobías, Francesco Ricci, Iván Cantador
Knowledge-based identification of music suited for places of interest. J. Inf. Technol. Tour. 14 (1) (2014)
Ignacio Fernández-Tobías, Iván Cantador
Personality-Aware Collaborative Filtering: An Empirical Study in Multiple Domains with Facebook Data. EC-Web (2014)
Pedro G. Campos, Iván Cantador, Fernando Díez, Ignacio Fernández-Tobías
A Criterion Based on Fisher's Exact Test for Item Splitting in Context-Aware Recommender Systems. SCCC (2014)
Iván Cantador, Ignacio Fernández-Tobías
On the Exploitation of User Personality in Recommender Systems. DMRS (2014)
Ignacio Fernández-Tobías, Iván Cantador
Exploiting Social Tags in Matrix Factorization Models for Cross-domain Collaborative Filtering. CBRecSys@RecSys (2014)
Ignacio Fernández-Tobías, Pedro G. Campos, Iván Cantador, Fernando Díez
A Contextual Modeling Approach for Model-Based Recommender Systems. CAEPIA (2013)
Pedro G. Campos, Ignacio Fernández-Tobías, Iván Cantador, Fernando Díez
Context-Aware Movie Recommendations: An Empirical Comparison of Pre-filtering, Post-filtering and Contextual Modeling Approaches. EC-Web (2013)
Marius Kaminskas, Ignacio Fernández-Tobías, Iván Cantador, Francesco Ricci
Ontology-Based Identification of Music for Places. ENTER (2013)
Ignacio Fernández-Tobías, Iván Cantador, Laura Plaza
Modeling Emotions with Social Tags. UMAP (2013)
Ignacio Fernández-Tobías, Iván Cantador, Laura Plaza
An Emotion Dimensional Model Based on Social Tags: Crossing Folksonomies and Enhancing Recommendations. EC-Web (2013)
Iván Cantador, Ignacio Fernández-Tobías, Alejandro Bellogín
Relating Personality Types with User Preferences in Multiple Entertainment Domains. UMAP Workshops (2013)
Ignacio Fernández-Tobías
Mining Semantic Data, User Generated Contents, and Contextual Information for Cross-Domain Recommendation. UMAP (2013)
Ignacio Fernández-Tobías, Iván Cantador, Laura Plaza
A social tag-based dimensional model of emotions: Building cross-domain folksonomies. Proces. del Leng. Natural 51 (2013)
Marius Kaminskas, Ignacio Fernández-Tobías, Francesco Ricci, Iván Cantador
Knowledge-based music retrieval for places of interest. MIRUM (2012)
Ignacio Fernández-Tobías, Iván Cantador, Alejandro Bellogín
Semantic Disambiguation and Contextualisation of Social Tags. UMAP Workshops (2011)
Iván Cantador, Alejandro Bellogín, Ignacio Fernández-Tobías, Sergio López Hernández
Semantic Contextualisation of Social Tag-Based Profiles and Item Recommendations. EC-Web (2011)
Ignacio Fernández-Tobías, Iván Cantador, Marius Kaminskas, Francesco Ricci
A generic semantic-based framework for cross-domain recommendation. HetRec@RecSys (2011)