BibTeX records: Leandro Balby Marinho

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@inproceedings{DBLP:conf/iui/SilvaMSW24,
  author       = {Itallo Silva and
                  Leandro Balby Marinho and
                  Alan Said and
                  Martijn C. Willemsen},
  title        = {Leveraging ChatGPT for Automated Human-centered Explanations in Recommender
                  Systems},
  booktitle    = {Proceedings of the 29th International Conference on Intelligent User
                  Interfaces, {IUI} 2024, Greenville, SC, USA, March 18-21, 2024},
  pages        = {597--608},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3640543.3645171},
  doi          = {10.1145/3640543.3645171},
  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iui/SilvaMSW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/NobregaPNM23,
  author       = {Thiago Pereira da N{\'{o}}brega and
                  Carlos Eduardo S. Pires and
                  Dimas Cassimiro do Nascimento and
                  Leandro Balby Marinho},
  title        = {Towards automatic Privacy-Preserving Record Linkage: {A} Transfer
                  Learning based classification step},
  journal      = {Data Knowl. Eng.},
  volume       = {145},
  pages        = {102180},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.datak.2023.102180},
  doi          = {10.1016/J.DATAK.2023.102180},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/dke/NobregaPNM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hai/SaidWMS23,
  author       = {Alan Said and
                  Martijn C. Willemsen and
                  Leandro Balby Marinho and
                  Itallo Silva},
  title        = {Leveraging Large Language Models for Goal-driven Interactive Recommendations},
  booktitle    = {International Conference on Human-Agent Interaction, {HAI} 2023, Gothenburg,
                  Sweden, December 4-7, 2023},
  pages        = {464--466},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3623809.3623965},
  doi          = {10.1145/3623809.3623965},
  timestamp    = {Sun, 10 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hai/SaidWMS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intrs/SilvaSMW23,
  author       = {Itallo Silva and
                  Alan Said and
                  Leandro Balby Marinho and
                  Martijn C. Willemsen},
  editor       = {Peter Brusilovsky and
                  Marco de Gemmis and
                  Alexander Felfernig and
                  Pasquale Lops and
                  Marco Polignano and
                  Giovanni Semeraro and
                  Martijn C. Willemsen},
  title        = {Leveraging Large Language Models for Recommendation and Explanation},
  booktitle    = {Proceedings of the 10th Joint Workshop on Interfaces and Human Decision
                  Making for Recommender Systems (IntRS 2023) co-located with 17th {ACM}
                  Conference on Recommender Systems (RecSys 2023), Hybrid Event, Singapore,
                  September 18, 2023},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3534},
  pages        = {74--81},
  publisher    = {CEUR-WS.org},
  year         = {2023},
  url          = {https://ceur-ws.org/Vol-3534/paper6.pdf},
  timestamp    = {Tue, 19 Dec 2023 17:15:12 +0100},
  biburl       = {https://dblp.org/rec/conf/intrs/SilvaSMW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/CostaMSP23,
  author       = {J{\'{u}}lio B. G. Costa and
                  Leandro Balby Marinho and
                  Rodrygo L. T. Santos and
                  Denis Parra},
  title        = {Evaluating Pre-training Strategies for Collaborative Filtering},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {175--182},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592949},
  doi          = {10.1145/3565472.3592949},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/CostaMSP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/MarinhoCPS22,
  author       = {Leandro Balby Marinho and
                  J{\'{u}}lio Barreto Guedes da Costa and
                  Denis Parra and
                  Rodrygo L. T. Santos},
  editor       = {Giulio Jacucci and
                  Samuel Kaski and
                  Cristina Conati and
                  Simone Stumpf and
                  Tuukka Ruotsalo and
                  Krzysztof Gajos},
  title        = {Similarity-Based Explanations meet Matrix Factorization via Structure-Preserving
                  Embeddings},
  booktitle    = {{IUI} 2022: 27th International Conference on Intelligent User Interfaces,
                  Helsinki, Finland, March 22 - 25, 2022},
  pages        = {782--793},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3490099.3511104},
  doi          = {10.1145/3490099.3511104},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iui/MarinhoCPS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/SantosMC22,
  author       = {Lucas Rani{\'{e}}re Juvino Santos and
                  Leandro Balby Marinho and
                  Cl{\'{a}}udio El{\'{\i}}zio Calazans Campelo},
  editor       = {Thiago Henrique Silva and
                  Leyza Baldo Dorini and
                  Jussara M. Almeida and
                  Humberto Torres Marques{-}Neto},
  title        = {Uniting Politics and Pandemic: a Social Network Analysis on the {COVID}
                  Parliamentary Commission of Inquiry in Brazil},
  booktitle    = {WebMedia '22: Brazilian Symposium on Multimedia and Web, Curitiba,
                  Brazil, November 7 - 11, 2022},
  pages        = {99--107},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3539637.3556992},
  doi          = {10.1145/3539637.3556992},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/webmedia/SantosMC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/SalesZMVHO21,
  author       = {Allan Sales and
                  Albin Zehe and
                  Leandro Balby Marinho and
                  Adriano Veloso and
                  Andreas Hotho and
                  Janna Omeliyanenko},
  editor       = {Ceren Budak and
                  Meeyoung Cha and
                  Daniele Quercia and
                  Lexing Xie},
  title        = {Assessing Media Bias in Cross-Linguistic and Cross-National Populations},
  booktitle    = {Proceedings of the Fifteenth International {AAAI} Conference on Web
                  and Social Media, {ICWSM} 2021, held virtually, June 7-10, 2021},
  pages        = {561--572},
  publisher    = {{AAAI} Press},
  year         = {2021},
  url          = {https://ojs.aaai.org/index.php/ICWSM/article/view/18084},
  timestamp    = {Wed, 22 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icwsm/SalesZMVHO21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/LimaMCM20,
  author       = {Diogo Flor{\^{e}}ncio de Lima and
                  Allan Sales da Costa Melo and
                  D. L. Carvalho and
                  Leandro Balby Marinho},
  title        = {A New Approach for Measuring Subjectivity in Brazilian News},
  journal      = {J. Inf. Data Manag.},
  volume       = {11},
  number       = {1},
  year         = {2020},
  url          = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/2030},
  timestamp    = {Tue, 30 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jidm/LimaMCM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/MagalhaesFMGAS20,
  author       = {Whendell F. Magalh{\~{a}}es and
                  Mainara Farias and
                  Leandro Balby Marinho and
                  Herman Martins Gomes and
                  Glaucimar Aguiar and
                  Pl{\'{\i}}nio Silveira},
  title        = {Evaluating Edge-Cloud Computing Trade-Offs for Mobile Object Detection
                  and Classification with Deep Learning},
  journal      = {J. Inf. Data Manag.},
  volume       = {11},
  number       = {1},
  year         = {2020},
  url          = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/2026},
  timestamp    = {Tue, 30 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jidm/MagalhaesFMGAS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/JeronimoCMMVV20,
  author       = {Caio Lib{\^{a}}nio Melo Jer{\^{o}}nimo and
                  Cl{\'{a}}udio El{\'{\i}}zio Calazans Campelo and
                  Leandro Balby Marinho and
                  Allan Sales da Costa Melo and
                  Adriano Veloso and
                  Roberta Viola},
  editor       = {Nicoletta Calzolari and
                  Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and
                  Philippe Blache and
                  Khalid Choukri and
                  Christopher Cieri and
                  Thierry Declerck and
                  Sara Goggi and
                  Hitoshi Isahara and
                  Bente Maegaard and
                  Joseph Mariani and
                  H{\'{e}}l{\`{e}}ne Mazo and
                  Asunci{\'{o}}n Moreno and
                  Jan Odijk and
                  Stelios Piperidis},
  title        = {Computing with Subjectivity Lexicons},
  booktitle    = {Proceedings of The 12th Language Resources and Evaluation Conference,
                  {LREC} 2020, Marseille, France, May 11-16, 2020},
  pages        = {3272--3280},
  publisher    = {European Language Resources Association},
  year         = {2020},
  url          = {https://aclanthology.org/2020.lrec-1.400/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lrec/JeronimoCMMVV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sibgrapi/MagalhaesFGMS20,
  author       = {Whendell F. Magalh{\~{a}}es and
                  Jeferson Ferreira and
                  Herman Martins Gomes and
                  Leandro Balby Marinho and
                  Pl{\'{\i}}nio Silveira},
  title        = {Evaluating the Emergence of Winning Tickets by Structured Pruning
                  of Convolutional Networks},
  booktitle    = {33rd {SIBGRAPI} Conference on Graphics, Patterns and Images, {SIBGRAPI}
                  2020, Recife/Porto de Galinhas, Brazil, November 7-10, 2020},
  pages        = {272--279},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/SIBGRAPI51738.2020.00044},
  doi          = {10.1109/SIBGRAPI51738.2020.00044},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sibgrapi/MagalhaesFGMS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/VieiraJCM20,
  author       = {Lucas Lima Vieira and
                  Caio Lib{\^{a}}nio Melo Jer{\^{o}}nimo and
                  Cl{\'{a}}udio E. C. Campelo and
                  Leandro Balby Marinho},
  editor       = {Carlos de Salles Soares Neto},
  title        = {Analysis of the Subjectivity Level in Fake News Fragments},
  booktitle    = {WebMedia '20: Brazillian Symposium on Multimedia and the Web, S{\~{a}}o
                  Lu{\'{\i}}s, Brazil, November 30 - December 4, 2020},
  pages        = {233--240},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3428658.3430978},
  doi          = {10.1145/3428658.3430978},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/webmedia/VieiraJCM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2020,
  editor       = {Rodrygo L. T. Santos and
                  Leandro Balby Marinho and
                  Elizabeth M. Daly and
                  Li Chen and
                  Kim Falk and
                  Noam Koenigstein and
                  Edleno Silva de Moura},
  title        = {RecSys 2020: Fourteenth {ACM} Conference on Recommender Systems, Virtual
                  Event, Brazil, September 22-26, 2020},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3383313},
  doi          = {10.1145/3383313},
  isbn         = {978-1-4503-7583-2},
  timestamp    = {Thu, 24 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/recsys/2020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/MeloMV19,
  author       = {Allan Sales da Costa Melo and
                  Leandro Balby Marinho and
                  Adriano Alonso Veloso},
  editor       = {Luigi Di Caro and
                  Mario Cataldi and
                  Claudio Schifanella},
  title        = {Media Bias Characterization in Brazilian Presidential Elections},
  booktitle    = {Proceedings of the 5th International Workshop on Social Media World
                  Sensors, SIdEWayS@HT 2019, Hof, Germany, September 17, 2019},
  pages        = {5--6},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3345645.3351107},
  doi          = {10.1145/3345645.3351107},
  timestamp    = {Tue, 17 Sep 2019 16:48:48 +0200},
  biburl       = {https://dblp.org/rec/conf/ht/MeloMV19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/SalesBV19,
  author       = {Allan Sales and
                  Leandro Balby and
                  Adriano Veloso},
  editor       = {Claus Atzenbeck and
                  Jessica Rubart and
                  David E. Millard},
  title        = {Media Bias Characterization in Brazilian Presidential Elections},
  booktitle    = {Proceedings of the 30th {ACM} Conference on Hypertext and Social Media,
                  {HT} 2019, Hof, Germany, September 17-20, 2019},
  pages        = {231--240},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3342220.3343656},
  doi          = {10.1145/3342220.3343656},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ht/SalesBV19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/JeronimoMCVM19,
  author       = {Caio Lib{\^{a}}nio Melo Jer{\^{o}}nimo and
                  Leandro Balby Marinho and
                  Cl{\'{a}}udio E. C. Campelo and
                  Adriano Veloso and
                  Allan Sales da Costa Melo},
  title        = {Fake News Classification Based on Subjective Language},
  booktitle    = {Proceedings of the 21st International Conference on Information Integration
                  and Web-based Applications {\&} Services, iiWAS 2019, Munich,
                  Germany, December 2-4, 2019},
  pages        = {15--24},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3366030.3366039},
  doi          = {10.1145/3366030.3366039},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iiwas/JeronimoMCVM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/CerqueiraMR19,
  author       = {Thaciana G. O. Cerqueira and
                  Leandro Balby Marinho and
                  Franklin Ramalho},
  editor       = {Petra Perner},
  title        = {Feature Evaluation for Project Preferences Representation in GitHub},
  booktitle    = {Machine Learning and Data Mining in Pattern Recognition, 15th International
                  Conference on Machine Learning and Data Mining, {MLDM} 2019, New York,
                  NY, USA, July 20-25, 2019, Proceedings, Volume {II}},
  pages        = {655--668},
  publisher    = {ibai Publishing},
  year         = {2019},
  timestamp    = {Sat, 21 Aug 2021 13:54:13 +0200},
  biburl       = {https://dblp.org/rec/conf/mldm/CerqueiraMR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/NobregaM19,
  author       = {Caio N{\'{o}}brega and
                  Leandro Balby Marinho},
  editor       = {Chih{-}Cheng Hung and
                  George A. Papadopoulos},
  title        = {Towards explaining recommendations through local surrogate models},
  booktitle    = {Proceedings of the 34th {ACM/SIGAPP} Symposium on Applied Computing,
                  {SAC} 2019, Limassol, Cyprus, April 8-12, 2019},
  pages        = {1671--1678},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3297280.3297443},
  doi          = {10.1145/3297280.3297443},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/NobregaM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jitt/TrattnerOMP18,
  author       = {Christoph Trattner and
                  Alexander Oberegger and
                  Leandro Balby Marinho and
                  Denis Parra},
  title        = {Investigating the utility of the weather context for point of interest
                  recommendations},
  journal      = {J. Inf. Technol. Tour.},
  volume       = {19},
  number       = {1-4},
  pages        = {117--150},
  year         = {2018},
  url          = {https://doi.org/10.1007/s40558-017-0100-9},
  doi          = {10.1007/S40558-017-0100-9},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jitt/TrattnerOMP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsn/AntunesBFLMS18,
  author       = {Nuno Antunes and
                  Leandro Balby and
                  Flavio V. D. de Figueiredo and
                  Nuno Louren{\c{c}}o and
                  Wagner Meira Jr. and
                  Walter Santos},
  title        = {Fairness and Transparency of Machine Learning for Trustworthy Cloud
                  Services},
  booktitle    = {48th Annual {IEEE/IFIP} International Conference on Dependable Systems
                  and Networks Workshops, {DSN} Workshops 2018, Luxembourg, June 25-28,
                  2018},
  pages        = {188--193},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.ieeecomputersociety.org/10.1109/DSN-W.2018.00063},
  doi          = {10.1109/DSN-W.2018.00063},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dsn/AntunesBFLMS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SilvaOMT18,
  author       = {Jefferson Emanuel Caldeira Da Silva and
                  Ricardo S. Oliveira and
                  Leandro Balby Marinho and
                  Christoph Trattner},
  editor       = {David Elsweiler and
                  Bernd Ludwig and
                  Alan Said and
                  Hanna Sch{\"{a}}fer and
                  Helma Torkamaan and
                  Christoph Trattner},
  title        = {Healthy Menus Recommendation: Optimizing the Use of the Pantry},
  booktitle    = {Proceedings of the 3rd International Workshop on Health Recommender
                  Systems, HealthRecSys 2018, co-located with the 12th {ACM} Conference
                  on Recommender Systems {(ACM} RecSys 2018), Vancouver, BC, Canada,
                  October 6, 2018},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2216},
  pages        = {2--7},
  publisher    = {CEUR-WS.org},
  year         = {2018},
  url          = {https://ceur-ws.org/Vol-2216/healthRecSys18\_paper\_9.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:14 +0100},
  biburl       = {https://dblp.org/rec/conf/recsys/SilvaOMT18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/JuniorM18,
  author       = {Jos{\'{e}} Gildo de Ara{\'{u}}jo J{\'{u}}nior and
                  Leandro Balby Marinho},
  editor       = {Manoel Carvalho Marques Neto and
                  Renato Lima Novais and
                  Carlos Ferraz and
                  Windson Viana},
  title        = {Using Online Economic News to Predict Trends in Brazilian Stock Market
                  Sectors},
  booktitle    = {Proceedings of the 24th Brazilian Symposium on Multimedia and the
                  Web, WebMedia 2018, Salvador-BA, Brazil, October 16-19, 2018},
  pages        = {37--44},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3243082.3243087},
  doi          = {10.1145/3243082.3243087},
  timestamp    = {Wed, 21 Nov 2018 12:44:13 +0100},
  biburl       = {https://dblp.org/rec/conf/webmedia/JuniorM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/OliveiraNMA17,
  author       = {Ricardo S. Oliveira and
                  Caio N{\'{o}}brega and
                  Leandro Balby Marinho and
                  Nazareno Andrade},
  editor       = {Sally Jo Cunningham and
                  Zhiyao Duan and
                  Xiao Hu and
                  Douglas Turnbull},
  title        = {A Multiobjective Music Recommendation Approach for Aspect-Based Diversification},
  booktitle    = {Proceedings of the 18th International Society for Music Information
                  Retrieval Conference, {ISMIR} 2017, Suzhou, China, October 23-27,
                  2017},
  pages        = {414--420},
  year         = {2017},
  url          = {https://ismir2017.smcnus.org/wp-content/uploads/2017/10/153\_Paper.pdf},
  timestamp    = {Tue, 04 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ismir/OliveiraNMA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/LacerdaMBRP17,
  author       = {Yuri Almeida Lacerda and
                  Leandro Balby Marinho and
                  Cl{\'{a}}udio de Souza Baptista and
                  Chiara Renso and
                  Raffaele Perego},
  editor       = {Ahmed Seffah and
                  Birgit Penzenstadler and
                  Carina Alves and
                  Xin Peng},
  title        = {Exploiting photo location and direction for clustering-based points-of-interest
                  discovery},
  booktitle    = {Proceedings of the Symposium on Applied Computing, {SAC} 2017, Marrakech,
                  Morocco, April 3-7, 2017},
  pages        = {907--912},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3019612.3019679},
  doi          = {10.1145/3019612.3019679},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/LacerdaMBRP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/JuniorMCM17,
  author       = {Fernando Felix do Nascimento Junior and
                  Allan Sales da Costa Melo and
                  Igor Barbosa da Costa and
                  Leandro Balby Marinho},
  editor       = {Valter Roesler and
                  Jos{\'{e}} Valdeni de Lima and
                  Celso Alberto Saibel Santos and
                  Roberto Willrich},
  title        = {Profiling Successful Team Behaviors in League of Legends},
  booktitle    = {Proceedings of the 23rd Brazillian Symposium on Multimedia and the
                  Web, Webmedia 2017, Gramado, Brazil, October 17 - 20, 2017},
  pages        = {261--268},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3126858.3126886},
  doi          = {10.1145/3126858.3126886},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/webmedia/JuniorMCM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/JuniorCM16,
  author       = {Caetano Traina J{\'{u}}nior and
                  Robson L. F. Cordeiro and
                  Leandro Balby Marinho},
  title        = {Editorial},
  journal      = {J. Inf. Data Manag.},
  volume       = {7},
  number       = {2},
  pages        = {68--69},
  year         = {2016},
  url          = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/1578},
  timestamp    = {Thu, 11 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jidm/JuniorCM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/SalesBC16,
  author       = {Allan Sales and
                  Leandro Balby and
                  Adalberto Cajueiro},
  title        = {Exploiting Academic Records for Predicting Student Drop Out: a case
                  study in Brazilian higher education},
  journal      = {J. Inf. Data Manag.},
  volume       = {7},
  number       = {2},
  pages        = {166--180},
  year         = {2016},
  url          = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/1586},
  timestamp    = {Tue, 30 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jidm/SalesBC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TrattnerOEPM16,
  author       = {Christoph Trattner and
                  Alexander Oberegger and
                  Lukas Eberhard and
                  Denis Parra and
                  Leandro Balby Marinho},
  editor       = {Daniel R. Fesenmaier and
                  Tsvi Kuflik and
                  Julia Neidhardt},
  title        = {Understanding the Impact of Weather for {POI} Recommendations},
  booktitle    = {Proceedings of the Workshop on Recommenders in Tourism co-located
                  with 10th {ACM} Conference on Recommender Systems (RecSys 2016), Boston,
                  MA, USA, September 15, 2016},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1685},
  pages        = {16--23},
  publisher    = {CEUR-WS.org},
  year         = {2016},
  url          = {https://ceur-ws.org/Vol-1685/paper3.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:14 +0100},
  biburl       = {https://dblp.org/rec/conf/recsys/TrattnerOEPM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/CerqueiraRM16,
  author       = {Thaciana G. O. Cerqueira and
                  Franklin Ramalho and
                  Leandro Balby Marinho},
  editor       = {Jerry Gou},
  title        = {A Content-Based Approach for Recommending {UML} Sequence Diagrams},
  booktitle    = {The 28th International Conference on Software Engineering and Knowledge
                  Engineering, {SEKE} 2016, Redwood City, San Francisco Bay, USA, July
                  1-3, 2016},
  pages        = {644--649},
  publisher    = {{KSI} Research Inc. and Knowledge Systems Institute Graduate School},
  year         = {2016},
  url          = {https://doi.org/10.18293/SEKE2016-147},
  doi          = {10.18293/SEKE2016-147},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/seke/CerqueiraRM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rbie/PiresQNMP15,
  author       = {Carlos Eduardo S. Pires and
                  Andreza Raquel Monteiro de Queiroz and
                  Dandara Dantas Navarro and
                  Leandro Balby Marinho and
                  Vl{\'{a}}dia Freire Pires},
  title        = {Um Jogo Did{\'{a}}tico para Detec{\c{c}}{\~{a}}o de Problemas
                  de Qualidade de Dados em Bancos de Dados Relacionais},
  journal      = {Revista Brasileira de Inform{\'{a}}tica na Educ.},
  volume       = {23},
  number       = {3},
  pages        = {98--112},
  year         = {2015},
  url          = {https://doi.org/10.5753/rbie.2015.23.03.98},
  doi          = {10.5753/RBIE.2015.23.03.98},
  timestamp    = {Thu, 29 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/rbie/PiresQNMP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/TrattnerPBM15,
  author       = {Christoph Trattner and
                  Denis Parra and
                  Peter Brusilovsky and
                  Leandro Balby Marinho},
  title        = {Report on the {SIGIR} 2015 Workshop on Social Personalization and
                  Search},
  journal      = {{SIGIR} Forum},
  volume       = {49},
  number       = {2},
  pages        = {102--106},
  year         = {2015},
  url          = {https://doi.org/10.1145/2888422.2888438},
  doi          = {10.1145/2888422.2888438},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigir/TrattnerPBM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MacedoMS15,
  author       = {Augusto Q. de Macedo and
                  Leandro Balby Marinho and
                  Rodrygo L. T. Santos},
  editor       = {Hannes Werthner and
                  Markus Zanker and
                  Jennifer Golbeck and
                  Giovanni Semeraro},
  title        = {Context-Aware Event Recommendation in Event-based Social Networks},
  booktitle    = {Proceedings of the 9th {ACM} Conference on Recommender Systems, RecSys
                  2015, Vienna, Austria, September 16-20, 2015},
  pages        = {123--130},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2792838.2800187},
  doi          = {10.1145/2792838.2800187},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/recsys/MacedoMS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MarinhoTP15,
  author       = {Leandro Balby Marinho and
                  Christoph Trattner and
                  Denis Parra},
  editor       = {Hannes Werthner and
                  Markus Zanker and
                  Jennifer Golbeck and
                  Giovanni Semeraro},
  title        = {Are Real-World Place Recommender Algorithms Useful in Virtual World
                  Environments?},
  booktitle    = {Proceedings of the 9th {ACM} Conference on Recommender Systems, RecSys
                  2015, Vienna, Austria, September 16-20, 2015},
  pages        = {245--248},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2792838.2799674},
  doi          = {10.1145/2792838.2799674},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/recsys/MarinhoTP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/JuniorSM15,
  author       = {Jos{\'{e}} Gildo de Ara{\'{u}}jo J{\'{u}}nior and
                  Ulrich Schiel and
                  Leandro Balby Marinho},
  editor       = {Roger L. Wainwright and
                  Juan Manuel Corchado and
                  Alessio Bechini and
                  Jiman Hong},
  title        = {An approach for building lexical-semantic resources based on heterogeneous
                  information sources},
  booktitle    = {Proceedings of the 30th Annual {ACM} Symposium on Applied Computing,
                  Salamanca, Spain, April 13-17, 2015},
  pages        = {402--408},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2695664.2695896},
  doi          = {10.1145/2695664.2695896},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/JuniorSM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/RegoMP15,
  author       = {Alex Sandro da Cunha Rego and
                  Leandro Balby Marinho and
                  Carlos Eduardo S. Pires},
  editor       = {Roger L. Wainwright and
                  Juan Manuel Corchado and
                  Alessio Bechini and
                  Jiman Hong},
  title        = {A supervised learning approach to detect subsumption relations between
                  tags in folksonomies},
  booktitle    = {Proceedings of the 30th Annual {ACM} Symposium on Applied Computing,
                  Salamanca, Spain, April 13-17, 2015},
  pages        = {409--415},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2695664.2695904},
  doi          = {10.1145/2695664.2695904},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/RegoMP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/TrattnerPBM15,
  author       = {Christoph Trattner and
                  Denis Parra and
                  Peter Brusilovsky and
                  Leandro Balby Marinho},
  editor       = {Ricardo Baeza{-}Yates and
                  Mounia Lalmas and
                  Alistair Moffat and
                  Berthier A. Ribeiro{-}Neto},
  title        = {SPS'15: 2015 International Workshop on Social Personalization {\&}
                  Search},
  booktitle    = {Proceedings of the 38th International {ACM} {SIGIR} Conference on
                  Research and Development in Information Retrieval, Santiago, Chile,
                  August 9-13, 2015},
  pages        = {1155},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2766462.2767859},
  doi          = {10.1145/2766462.2767859},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/TrattnerPBM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigir/2015sps,
  editor       = {Christoph Trattner and
                  Denis Parra and
                  Peter Brusilovsky and
                  Leandro Balby Marinho},
  title        = {Proceedings of the International Workshop on Social Personalisation
                  {\&} Search, {SPS} 2015, co-located with the 38th Annual {ACM}
                  {SIGIR} Conference {(SIGIR} 2015), Santiago de Chile, Chile, August
                  9-13, 2015},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1421},
  publisher    = {CEUR-WS.org},
  year         = {2015},
  url          = {https://ceur-ws.org/Vol-1421},
  urn          = {urn:nbn:de:0074-1421-3},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/2015sps.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/NobregaM14,
  author       = {Caio N{\'{o}}brega and
                  Leandro Balby Marinho},
  title        = {Predicting the Learning Rate of Gradient Descent for Accelerating
                  Matrix Factorization},
  journal      = {J. Inf. Data Manag.},
  volume       = {5},
  number       = {1},
  pages        = {94--103},
  year         = {2014},
  url          = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/1523},
  timestamp    = {Tue, 30 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jidm/NobregaM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/MenezesBFOM14,
  author       = {Luciana Cavalcante de Menezes and
                  Cl{\'{a}}udio de Souza Baptista and
                  Ana Gabrielle Ramos Falc{\~{a}}o and
                  Maxwell Guimar{\~{a}}es de Oliveira and
                  Leandro Balby Marinho},
  title        = {{DYSCS:} {A} platform to build geographically and semantically enhanced
                  social content sites},
  journal      = {J. Syst. Softw.},
  volume       = {94},
  pages        = {39--49},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.jss.2014.03.059},
  doi          = {10.1016/J.JSS.2014.03.059},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jss/MenezesBFOM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/MacedoM14,
  author       = {Augusto Q. de Macedo and
                  Leandro Balby Marinho},
  editor       = {Federica Cena and
                  Altigran Soares da Silva and
                  Christoph Trattner},
  title        = {Event Recommendation in Event-based Social Networks},
  booktitle    = {Hypertext 2014 Extended Proceedings: Late-breaking Results, Doctoral
                  Consortium and Workshop Proceedings of the 25th {ACM} Hypertext and
                  Social Media Conference (Hypertext 2014), Santiago, Chile, September
                  1-4, 2014},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1210},
  publisher    = {CEUR-WS.org},
  year         = {2014},
  url          = {https://ceur-ws.org/Vol-1210/SP2014\_02.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:23:33 +0100},
  biburl       = {https://dblp.org/rec/conf/ht/MacedoM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/la-web/NunesM14,
  author       = {Iury Nunes and
                  Leandro Balby Marinho},
  editor       = {Jussara M. Almeida and
                  {\'{A}}lvaro R. Pereira Jr. and
                  Ricardo Baeza{-}Yates and
                  Fabr{\'{\i}}cio Benevenuto},
  title        = {A Personalized Geographic-Based Diffusion Model for Location Recommendations
                  in {LBSN}},
  booktitle    = {9th Latin American Web Congress, {LA-WEB} 2014, Ouro Preto, Minas
                  Gerais, Brazil, 22-24 October, 2014},
  pages        = {59--67},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/LAWeb.2014.22},
  doi          = {10.1109/LAWEB.2014.22},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/la-web/NunesM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LacicKETPM14,
  author       = {Emanuel Lacic and
                  Dominik Kowald and
                  Lukas Eberhard and
                  Christoph Trattner and
                  Denis Parra and
                  Leandro Balby Marinho},
  title        = {Utilizing Online Social Network and Location-Based Data to Recommend
                  Items in an Online Marketplace},
  journal      = {CoRR},
  volume       = {abs/1405.1837},
  year         = {2014},
  url          = {http://arxiv.org/abs/1405.1837},
  eprinttype    = {arXiv},
  eprint       = {1405.1837},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LacicKETPM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/PerezPMMH13,
  author       = {Joaqu{\'{\i}}n P{\'{e}}rez Ortega and
                  Carlos Eduardo Santos Pires and
                  Leandro Balby Marinho and
                  Adriana Mexicano and
                  Miguel Angel Hidalgo},
  title        = {Early Classification: {A} New Heuristic to Improve the Classification
                  Step of K-Means},
  journal      = {J. Inf. Data Manag.},
  volume       = {4},
  number       = {2},
  pages        = {94--103},
  year         = {2013},
  url          = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/1482},
  timestamp    = {Tue, 30 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jidm/PerezPMMH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoinfo/BaptistaMOFM13,
  author       = {Cl{\'{a}}udio de Souza Baptista and
                  Luciana Cavalcante de Menezes and
                  Maxwell Guimar{\~{a}}es de Oliveira and
                  Ana Gabrielle Ramos Falc{\~{a}}o and
                  Leandro Balby Marinho},
  title        = {On Building Semantically Enhanced Location-Based Social Networks},
  booktitle    = {{XIV} Brazilian Symposium on Geoinformatics, November 24-27 2013,
                  Campos do Jord{\~{a}}o, S{\~{a}}o Paulo, Brazil},
  pages        = {19--30},
  publisher    = {{MCT/INPE}},
  year         = {2013},
  url          = {http://www.geoinfo.info/proceedings\_geoinfo2013.pdf\#page=26},
  timestamp    = {Wed, 04 Jan 2023 10:01:22 +0100},
  biburl       = {https://dblp.org/rec/conf/geoinfo/BaptistaMOFM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/RamosAM13,
  author       = {Andryw Marques Ramos and
                  Nazareno Andrade and
                  Leandro Balby Marinho},
  editor       = {Alceu de Souza Britto Jr. and
                  Fabien Gouyon and
                  Simon Dixon},
  title        = {Exploring the Relation Between Novelty Aspects and Preferences in
                  Music Listening},
  booktitle    = {Proceedings of the 14th International Society for Music Information
                  Retrieval Conference, {ISMIR} 2013, Curitiba, Brazil, November 4-8,
                  2013},
  pages        = {407--412},
  year         = {2013},
  url          = {http://www.ppgia.pucpr.br/ismir2013/wp-content/uploads/2013/09/257\_Paper.pdf},
  timestamp    = {Thu, 05 Dec 2013 18:14:04 +0100},
  biburl       = {https://dblp.org/rec/conf/ismir/RamosAM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LacicKETPM13,
  author       = {Emanuel Lacic and
                  Dominik Kowald and
                  Lukas Eberhard and
                  Christoph Trattner and
                  Denis Parra and
                  Leandro Balby Marinho},
  editor       = {Martin Atzmueller and
                  Alvin Chin and
                  Christoph Scholz and
                  Christoph Trattner},
  title        = {Utilizing Online Social Network and Location-Based Data to Recommend
                  Products and Categories in Online Marketplaces},
  booktitle    = {Mining, Modeling, and Recommending 'Things' in Social Media - 4th
                  International Workshops, {MUSE} 2013, Prague, Czech Republic, September
                  23, 2013, and {MSM} 2013, Paris, France, May 1, 2013, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {8940},
  pages        = {96--115},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-319-14723-9\_6},
  doi          = {10.1007/978-3-319-14723-9\_6},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/LacicKETPM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0028689,
  author       = {Leandro Balby Marinho and
                  Andreas Hotho and
                  Robert J{\"{a}}schke and
                  Alexandros Nanopoulos and
                  Steffen Rendle and
                  Lars Schmidt{-}Thieme and
                  Gerd Stumme and
                  Panagiotis Symeonidis},
  title        = {Recommender Systems for Social Tagging Systems},
  series       = {Springer Briefs in Electrical and Computer Engineering},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-1-4614-1894-8},
  doi          = {10.1007/978-1-4614-1894-8},
  isbn         = {978-1-4614-1893-1},
  timestamp    = {Wed, 14 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/daglib/0028689.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/MarinhoSBNNA12,
  author       = {Leandro Balby Marinho and
                  Thomas Sandholm and
                  Cl{\'{a}}udio de Souza Baptista and
                  Iury Nunes and
                  Caio N{\'{o}}brega and
                  Jord{\~{a}}o Ara{\'{u}}jo},
  title        = {Extracting Geospatial Preferences Using Relational Neighbors},
  journal      = {J. Inf. Data Manag.},
  volume       = {3},
  number       = {3},
  pages        = {364--377},
  year         = {2012},
  url          = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/1459},
  timestamp    = {Tue, 30 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jidm/MarinhoSBNNA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbbd/JrSM12,
  author       = {Jos{\'{e}} Gildo de Ara{\'{u}}jo J{\'{u}}nior and
                  Ulrich Schiel and
                  Leandro Balby Marinho},
  editor       = {Renata de Matos Galante},
  title        = {Constru{\c{c}}{\~{a}}o de Mapa de T{\'{o}}picos Sem{\^{a}}nticos
                  Baseado na Integra{\c{c}}{\~{a}}o de Fontes Heterog{\^{e}}neas},
  booktitle    = {{XXVII} Simp{\'{o}}sio Brasileiro de Banco de Dados - Short Papers,
                  S{\~{a}}o Paulo, S{\~{a}}o Paulo, Brasil, October 15-18, 2012},
  pages        = {137--144},
  publisher    = {{SBC}},
  year         = {2012},
  url          = {http://www.lbd.dcc.ufmg.br/colecoes/sbbd/2012/0018.pdf},
  timestamp    = {Mon, 07 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sbbd/JrSM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbbd/OrtegaPMMH12,
  author       = {Joaqu{\'{\i}}n P{\'{e}}rez Ortega and
                  Carlos Eduardo S. Pires and
                  Leandro Balby Marinho and
                  Adriana Mexicano and
                  Miguel Angel Hidalgo},
  editor       = {Renata de Matos Galante},
  title        = {Early Classification: {A} New Heuristic to Improve the Classification
                  Step of K-Means},
  booktitle    = {{XXVII} Simp{\'{o}}sio Brasileiro de Banco de Dados - Short Papers,
                  S{\~{a}}o Paulo, S{\~{a}}o Paulo, Brasil, October 15-18, 2012},
  pages        = {185--192},
  publisher    = {{SBC}},
  year         = {2012},
  url          = {http://www.lbd.dcc.ufmg.br/colecoes/sbbd/2012/0024.pdf},
  timestamp    = {Mon, 07 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sbbd/OrtegaPMMH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/LacerdaFEBM12,
  author       = {Yuri Almeida Lacerda and
                  Robson Gon{\c{c}}alves Fechine Feitosa and
                  Guilherme {\'{A}}lvaro Rodrigues Maia Esmeraldo and
                  Cl{\'{a}}udio de Souza Baptista and
                  Leandro Balby Marinho},
  editor       = {Gra{\c{c}}a Bressan and
                  Regina Melo Silveira and
                  Ethan V. Munson and
                  Andr{\'{e}} Santanch{\`{a}} and
                  Maria da Gra{\c{c}}a Campos Pimentel},
  title        = {Compass clustering: a new clustering method for detection of points
                  of interest using personal collections of georeferenced and oriented
                  photographs},
  booktitle    = {Brazilian Symposium on Multimedia and the Web, WebMedia '12, S{\~{a}}o
                  Paulo, Brazil, October 15-18, 2012},
  pages        = {281--288},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2382636.2382696},
  doi          = {10.1145/2382636.2382696},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/webmedia/LacerdaFEBM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/MarinhoNSNAP12,
  author       = {Leandro Balby Marinho and
                  Iury Nunes and
                  Thomas Sandholm and
                  Caio N{\'{o}}brega and
                  Jord{\~{a}}o Ara{\'{u}}jo and
                  Carlos Eduardo Santos Pires},
  editor       = {Gra{\c{c}}a Bressan and
                  Regina Melo Silveira and
                  Ethan V. Munson and
                  Andr{\'{e}} Santanch{\`{a}} and
                  Maria da Gra{\c{c}}a Campos Pimentel},
  title        = {Improving location recommendations with temporal pattern extraction},
  booktitle    = {Brazilian Symposium on Multimedia and the Web, WebMedia '12, S{\~{a}}o
                  Paulo, Brazil, October 15-18, 2012},
  pages        = {293--296},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2382636.2382698},
  doi          = {10.1145/2382636.2382698},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/webmedia/MarinhoNSNAP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-1528,
  author       = {Leandro Balby Marinho and
                  Cl{\'{a}}udio de Souza Baptista and
                  Thomas Sandholm and
                  Iury Nunes and
                  Caio N{\'{o}}brega and
                  Jord{\~{a}}o Ara{\'{u}}jo},
  title        = {Extracting Geospatial Preferences Using Relational Neighbors},
  journal      = {CoRR},
  volume       = {abs/1204.1528},
  year         = {2012},
  url          = {http://arxiv.org/abs/1204.1528},
  eprinttype    = {arXiv},
  eprint       = {1204.1528},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1204-1528.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/rsh/MarinhoNSJHSS11,
  author       = {Leandro Balby Marinho and
                  Alexandros Nanopoulos and
                  Lars Schmidt{-}Thieme and
                  Robert J{\"{a}}schke and
                  Andreas Hotho and
                  Gerd Stumme and
                  Panagiotis Symeonidis},
  editor       = {Francesco Ricci and
                  Lior Rokach and
                  Bracha Shapira and
                  Paul B. Kantor},
  title        = {Social Tagging Recommender Systems},
  booktitle    = {Recommender Systems Handbook},
  pages        = {615--644},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-0-387-85820-3\_19},
  doi          = {10.1007/978-0-387-85820-3\_19},
  timestamp    = {Mon, 16 Sep 2019 15:22:30 +0200},
  biburl       = {https://dblp.org/rec/reference/rsh/MarinhoNSJHSS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/PreisachMS10,
  author       = {Christine Preisach and
                  Leandro Balby Marinho and
                  Lars Schmidt{-}Thieme},
  editor       = {Mohammed Javeed Zaki and
                  Jeffrey Xu Yu and
                  Balaraman Ravindran and
                  Vikram Pudi},
  title        = {Semi-supervised Tag Recommendation - Using Untagged Resources to Mitigate
                  Cold-Start Problems},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
                  Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6118},
  pages        = {348--357},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13657-3\_38},
  doi          = {10.1007/978-3-642-13657-3\_38},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/PreisachMS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/StewartDNMNS09,
  author       = {Avare Stewart and
                  Ernesto Diaz{-}Aviles and
                  Wolfgang Nejdl and
                  Leandro Balby Marinho and
                  Alexandros Nanopoulos and
                  Lars Schmidt{-}Thieme},
  editor       = {Ciro Cattuto and
                  Giancarlo Ruffo and
                  Filippo Menczer},
  title        = {Cross-tagging for personalized open social networking},
  booktitle    = {{HYPERTEXT} 2009, Proceedings of the 20th {ACM} Conference on Hypertext
                  and Hypermedia, Torino, Italy, June 29 - July 1, 2009},
  pages        = {271--278},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1557914.1557960},
  doi          = {10.1145/1557914.1557960},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ht/StewartDNMNS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RendleMNS09,
  author       = {Steffen Rendle and
                  Leandro Balby Marinho and
                  Alexandros Nanopoulos and
                  Lars Schmidt{-}Thieme},
  editor       = {John F. Elder IV and
                  Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
                  Peter A. Flach and
                  Mohammed Javeed Zaki},
  title        = {Learning optimal ranking with tensor factorization for tag recommendation},
  booktitle    = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Paris, France, June 28 - July
                  1, 2009},
  pages        = {727--736},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1557019.1557100},
  doi          = {10.1145/1557019.1557100},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/RendleMNS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MarinhoPS09,
  author       = {Leandro Balby Marinho and
                  Christine Preisach and
                  Lars Schmidt{-}Thieme},
  title        = {Relational Classification for Personalized Tag Recommendation},
  booktitle    = {Proceedings of {ECML} {PKDD} (The European Conference on Machine Learning
                  and Principles and Practice of Knowledge Discovery in Databases) Discovery
                  Challenge 2009, Bled, Slovenia, September 7, 2009},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {497},
  publisher    = {CEUR-WS.org},
  year         = {2009},
  url          = {https://ceur-ws.org/Vol-497/paper\_09.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:13 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/MarinhoPS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/JaschkeMHSS08,
  author       = {Robert J{\"{a}}schke and
                  Leandro Balby Marinho and
                  Andreas Hotho and
                  Lars Schmidt{-}Thieme and
                  Gerd Stumme},
  title        = {Tag recommendations in social bookmarking systems},
  journal      = {{AI} Commun.},
  volume       = {21},
  number       = {4},
  pages        = {231--247},
  year         = {2008},
  url          = {https://doi.org/10.3233/AIC-2008-0438},
  doi          = {10.3233/AIC-2008-0438},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aicom/JaschkeMHSS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Tso-SutterMS08,
  author       = {Karen H. L. Tso{-}Sutter and
                  Leandro Balby Marinho and
                  Lars Schmidt{-}Thieme},
  editor       = {Roger L. Wainwright and
                  Hisham Haddad},
  title        = {Tag-aware recommender systems by fusion of collaborative filtering
                  algorithms},
  booktitle    = {Proceedings of the 2008 {ACM} Symposium on Applied Computing (SAC),
                  Fortaleza, Ceara, Brazil, March 16-20, 2008},
  pages        = {1995--1999},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1363686.1364171},
  doi          = {10.1145/1363686.1364171},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/Tso-SutterMS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/MarinhoBS08,
  author       = {Leandro Balby Marinho and
                  Kriszti{\'{a}}n B{\'{u}}za and
                  Lars Schmidt{-}Thieme},
  editor       = {Amit P. Sheth and
                  Steffen Staab and
                  Mike Dean and
                  Massimo Paolucci and
                  Diana Maynard and
                  Timothy W. Finin and
                  Krishnaprasad Thirunarayan},
  title        = {Folksonomy-Based Collabulary Learning},
  booktitle    = {The Semantic Web - {ISWC} 2008, 7th International Semantic Web Conference,
                  {ISWC} 2008, Karlsruhe, Germany, October 26-30, 2008. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5318},
  pages        = {261--276},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-88564-1\_17},
  doi          = {10.1007/978-3-540-88564-1\_17},
  timestamp    = {Tue, 17 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/semweb/MarinhoBS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/re/GirardiM07,
  author       = {Rosario Girardi and
                  Leandro Balby Marinho},
  title        = {A domain model of Web recommender systems based on usage mining and
                  collaborative filtering},
  journal      = {Requir. Eng.},
  volume       = {12},
  number       = {1},
  pages        = {23--40},
  year         = {2007},
  url          = {https://doi.org/10.1007/s00766-006-0038-5},
  doi          = {10.1007/S00766-006-0038-5},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/re/GirardiM07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gfkl/MarinhoS07,
  author       = {Leandro Balby Marinho and
                  Lars Schmidt{-}Thieme},
  editor       = {Christine Preisach and
                  Hans Burkhardt and
                  Lars Schmidt{-}Thieme and
                  Reinhold Decker},
  title        = {Collaborative Tag Recommendations},
  booktitle    = {Data Analysis, Machine Learning and Applications - Proceedings of
                  the 31st Annual Conference of the Gesellschaft f{\"{u}}r Klassifikation
                  e.V., Albert-Ludwigs-Universit{\"{a}}t Freiburg, March 7-9, 2007},
  series       = {Studies in Classification, Data Analysis, and Knowledge Organization},
  pages        = {533--540},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-78246-9\_63},
  doi          = {10.1007/978-3-540-78246-9\_63},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gfkl/MarinhoS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/JaschkeMHSS07,
  author       = {Robert J{\"{a}}schke and
                  Leandro Balby Marinho and
                  Andreas Hotho and
                  Lars Schmidt{-}Thieme and
                  Gerd Stumme},
  editor       = {Alexander Hinneburg},
  title        = {Tag Recommendations in Folksonomies},
  booktitle    = {{LWA} 2007: Lernen - Wissen - Adaption, Halle, Deutschland, September
                  2007, Workshop Proceedings},
  pages        = {13--20},
  publisher    = {Martin-Luther-University Halle-Wittenberg},
  year         = {2007},
  timestamp    = {Thu, 05 Jul 2018 07:57:33 +0200},
  biburl       = {https://dblp.org/rec/conf/lwa/JaschkeMHSS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JaschkeMHSS07,
  author       = {Robert J{\"{a}}schke and
                  Leandro Balby Marinho and
                  Andreas Hotho and
                  Lars Schmidt{-}Thieme and
                  Gerd Stumme},
  editor       = {Joost N. Kok and
                  Jacek Koronacki and
                  Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
                  Stan Matwin and
                  Dunja Mladenic and
                  Andrzej Skowron},
  title        = {Tag Recommendations in Folksonomies},
  booktitle    = {Knowledge Discovery in Databases: {PKDD} 2007, 11th European Conference
                  on Principles and Practice of Knowledge Discovery in Databases, Warsaw,
                  Poland, September 17-21, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4702},
  pages        = {506--514},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74976-9\_52},
  doi          = {10.1007/978-3-540-74976-9\_52},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/JaschkeMHSS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iwc/GirardiMO05,
  author       = {Rosario Girardi and
                  Leandro Balby Marinho and
                  Ism{\^{e}}nia Ribeiro de Oliveira},
  title        = {A system of agent-based software patterns for user modeling based
                  on usage mining},
  journal      = {Interact. Comput.},
  volume       = {17},
  number       = {5},
  pages        = {567--591},
  year         = {2005},
  url          = {https://doi.org/10.1016/j.intcom.2005.02.003},
  doi          = {10.1016/J.INTCOM.2005.02.003},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/iwc/GirardiMO05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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