Leandro Marinho
Professor @ UFCG
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Leveraging ChatGPT for Automated Human-centered Explanations in Recommender Systems
Conference paperInproceedingsProceedings
Proceedings of the 29th International Conference on Intelligent User Interfaces (IUI '24).
Publication year: 2024
A Tool for Explainable Pension Fund Recommendations using Large Language Models
InproceedingsProceedings
RecSys '24: Proceedings of the 18th ACM Conference on Recommender Systems
Publication year: 2024
A Study on Unsupervised Question and Answer Generation for Legal Information Retrieval and Precedents Understanding
InproceedingsProceedings
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '24).
Publication year: 2024
Evaluating Pre-training Strategies for Collaborative Filtering
Conference paperInproceedings
UMAP '23: Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization
Publication year: 2023
Similarity-Based Explanations meet Matrix Factorization via Structure-Preserving Embeddings
Conference paperInproceedingsProceedings
IUI '22: 27th International Conference on Intelligent User Interfaces.
Publication year: 2022
Assessing Media Bias in Cross-Linguistic and Cross-National Populations
Conference paperInproceedingsProceedings
Proceedings of the International AAAI Conference on Web and Social Media (ICWSM 2021)
Publication year: 2021
Evaluation of Post-hoc Explanations for Malaria Detection
Conference paperIncollectionInproceedings
SYMPOSIUM ON KNOWLEDGE DISCOVERY, MINING AND LEARNING (KDMILE), 8. , 2020
Publication year: 2020
Evaluating the Emergence of Winning Tickets by Structured Pruning of Convolutional Networks
Conference paperInproceedings
In Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), Recife/Porto de Galinhas, Brazil, 2020, pp. 272-279, doi: 10.1109/SIBGRAPI51738.2020.00044.
Publication year: 2020
Computing with Subjectivity Lexicons
Conference paperInproceedings
Proceedings of The 12th Language Resources and Evaluation Conference (LREC), pp. 3272‑3280.
Publication year: 2020
Towards Explaining Recommendations Through Local Surrogate Models
Conference paperInproceedings
In Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Publication year: 2019
Media Bias Characterization in Brazilian Presidential Elections
Conference paperInproceedings
In Proceedings of the 30th ACM Conference on Hypertext and Social Media, 2019
Publication year: 2019
Fake News Classification Based on Subjective Language
Conference paperInproceedings
Publication:iiWAS2019: Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, Pages 15–24
Publication year: 2019
Using Online Economic News to Predict Trends in Brazilian Stock Market Sectors
Inproceedings
In Proceedings of the 24th Brazilian Symposium on Multimedia and the Web, 2018
Publication year: 2018
Healthy Menus Recommendation: Optimizing the Use of the Pantry
InproceedingsWorkshop
Proceedings of the 3rd International Workshop on Health Recommender Systems (HealthRecSys’18) co-located with the 12th ACM Conference on Recommender Systems (ACM RecSys 2018)
Publication year: 2018
Profiling Successful Team Behaviors in League of Legends
Inproceedings
In Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 2017
Publication year: 2017
Exploiting Photo Location and Direction for Clustering-based Points-of-Interest Discovery
Inproceedings
In Proceedings of the Symposium on Applied Computing, SAC 2017, Marrakech, 2017
Publication year: 2017
A Multiobjective Music Recommendation Approach for Aspect-Based Diversification
Inproceedings
In Proceedings of the 18th International Society for Music Information, 2017
Publication year: 2017
Understanding the Impact of Weather for POI Recommendations
InproceedingsWorkshop
In Proceedings of the Workshop on Recommenders in Tourism co-located, 2016
Publication year: 2016
A Content-Based Approach for Recommending UML Sequence Diagrams
Inproceedings
In The 28th International Conference on Software Engineering and Knowledge, 2016
Publication year: 2016
Context-Aware Event Recommendation in Event-based Social Networks
Inproceedings
In Proceedings of the 9th ACM Conference on Recommender Systems, RecSys, 2015
Publication year: 2015
Are Real-World Place Recommender Algorithms Useful in Virtual World Environments?
Inproceedings
In Proceedings of the 9th ACM Conference on Recommender Systems, RecSys, 2015
Publication year: 2015
A Supervised Learning Approach to Detect Subsumption Relations Between Tags in Folksonomies
Inproceedings
In Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015
Publication year: 2015
Event Recommendation in Event-based Social Networks
InproceedingsWorkshop
In Hypertext 2014 Extended Proceedings: Late-breaking Results, Doctoral, 2014
Publication year: 2014
A Personalized Geographic-Based Diffusion Model for Location Recommendations
Inproceedings
In 9th Latin American Web Congress, LA-WEB 2014, Ouro Preto, Minas, 2014
Publication year: 2014
Exploring the Relation Between Novelty Aspects and Preferences in Music Listening
Inproceedings
In Proceedings of the 14th International Society for Music Information, 2013
Publication year: 2013
Compass Clustering: A New Clustering Method for Detection of Points of Interest Using Personal Collections of Georeferenced and Oriented Photographs
Inproceedings
In Brazilian Symposium on Multimedia and the Web, WebMedia ’12, S~ao, 2012
Publication year: 2012
Semi-supervised Tag Recommendation - Using Untagged Resources to Mitigate
Inproceedings
In Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia, 2010
Publication year: 2010
Relational Classification for Personalized Tag Recommendation
Inproceedings
In Proceedings of ECML PKDD (The European Conference on Machine Learning, 2009
Publication year: 2009
Learning optimal ranking with tensor factorization for tag recommendation
Inproceedings
In Proceedings of the 15th ACM SIGKDD International Conference on, 2009
Publication year: 2009
Cross-tagging for Personalized Open Social Networking
Inproceedings
In HYPERTEXT 2009, Proceedings of the 20th ACM Conference on Hypertext, 2009
Publication year: 2009
Tag-aware Recommender Systems by Fusion of Collaborative Filtering
Inproceedings
In Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
Publication year: 2008
Folksonomy-Based Collabulary Learning
Inproceedings
In The Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008
Publication year: 2008
Tag Recommendations in Folksonomies
Inproceedings
In Knowledge Discovery in Databases: PKDD 2007, 11th European Conference, 2007
Publication year: 2007
Collaborative Tag Recommendations
Inproceedings
In Data Analysis, Machine Learning and Applications - Proceedings of GFKL, 2007
Publication year: 2007