{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T08:45:50Z","timestamp":1775292350669,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":42,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,6,4]],"date-time":"2018-06-04T00:00:00Z","timestamp":1528070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,6,4]]},"DOI":"10.1145\/3229345.3229389","type":"proceedings-article","created":{"date-parts":[[2018,11,30]],"date-time":"2018-11-30T14:39:54Z","timestamp":1543588794000},"page":"1-8","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["The Use of the Convolutional Neural Network as an Emotion Classifier in a Music Recommendation System"],"prefix":"10.1145","author":[{"given":"Pedro S.","family":"Lopes","sequence":"first","affiliation":[{"name":"Dep. de Ci\u00eancia da Computa\u00e7\u00e3o, MG, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eduardo L.","family":"Lasmar","sequence":"additional","affiliation":[{"name":"Dep. de Engenharia, MG, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Renata L.","family":"Rosa","sequence":"additional","affiliation":[{"name":"Dep. de Ci\u00eancia da Computa\u00e7\u00e3o, MG, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Demostenes Z.","family":"Rodr\u00edguez","sequence":"additional","affiliation":[{"name":"Dep. de Ci\u00eancia da Computa\u00e7\u00e3o, MG, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2018,6,4]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"May","author":"Ahmad S. N.","year":"2013","unstructured":"S. N. Ahmad . Emotions and topics in online word of mouth: Application of latent semantic analysis. Publicado em CD-ROM , May 2013 . S. N. Ahmad. Emotions and topics in online word of mouth: Application of latent semantic analysis. Publicado em CD-ROM, May 2013."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.5555\/2814058.2814092"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2010.2052026"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1177\/1948550614546050"},{"key":"e_1_3_2_1_5_1","volume-title":"NAACL-HLT 2010 Workshop on Creating Speech and Language Data With Amazon's Mechanical Turk","author":"Cem A.","year":"2010","unstructured":"A. Cem , C. Alexander , W. Janyce , and M. Rada . Amazon mechanical turk for subjectivity word sense disambiguation . In NAACL-HLT 2010 Workshop on Creating Speech and Language Data With Amazon's Mechanical Turk , 2010 . A. Cem, C. Alexander, W. Janyce, and M. Rada. Amazon mechanical turk for subjectivity word sense disambiguation. In NAACL-HLT 2010 Workshop on Creating Speech and Language Data With Amazon's Mechanical Turk, 2010."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.10.065"},{"key":"e_1_3_2_1_7_1","volume-title":"Advances in Neural Information Processing Systems 2","author":"Cun Y. L.","year":"1990","unstructured":"Y. L. Cun , B. Boser , J. S. Denker , R. E. Howard , W. Habbard , L. D. Jackel , and D. Henderson . Advances in Neural Information Processing Systems 2 . Morgan Kaufmann Publishers Inc ., San Francisco, CA, USA, 1990 . Y. L. Cun, B. Boser, J. S. Denker, R. E. Howard, W. Habbard, L. D. Jackel, and D. Henderson. Advances in Neural Information Processing Systems 2. Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 1990."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/775152.775226"},{"key":"e_1_3_2_1_9_1","first-page":"452","volume-title":"Proceedings of Brazilian Symposium on Information Systems","author":"de Assis E. K.","year":"2017","unstructured":"E. K. de Assis , E. T. Affonso , D. Z. Rodriguez , and R. L. Rosa . Information system for the improvement of telecommunication service quality . In Proceedings of Brazilian Symposium on Information Systems , pages 452 -- 455 , Lavras, Minas Gerais, Brazil , June 2017 . E. K. de Assis, E. T. Affonso, D. Z. Rodriguez, and R. L. Rosa. Information system for the improvement of telecommunication service quality. In Proceedings of Brazilian Symposium on Information Systems, pages 452--455, Lavras, Minas Gerais, Brazil, June 2017."},{"key":"e_1_3_2_1_10_1","volume-title":"Brazilian Symposium on Information System.","author":"de Assis E. K.","year":"2017","unstructured":"E. K. de Assis , E. Tavares , D. Z. Rodr\u00edguez , and R. L. Rosa . Information system for the improvement of telecommunication service quality . In Brazilian Symposium on Information System. , June 2017 . E. K. de Assis, E. Tavares, D. Z. Rodr\u00edguez, and R. L. Rosa. Information system for the improvement of telecommunication service quality. In Brazilian Symposium on Information System., June 2017."},{"key":"e_1_3_2_1_11_1","first-page":"69","volume-title":"Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers","author":"dos Santos C.","year":"2014","unstructured":"C. dos Santos and M. Gatti . Deep convolutional neural networks for sentiment analysis of short texts . In Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers , pages 69 -- 78 , Dublin, Ireland , August 2014 . C. dos Santos and M. Gatti. Deep convolutional neural networks for sentiment analysis of short texts. In Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers, pages 69--78, Dublin, Ireland, August 2014."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2009.07.008"},{"key":"e_1_3_2_1_13_1","volume-title":"Como elaborar projetos de pesquisa","author":"Gil A.","year":"2002","unstructured":"A. Gil . Como elaborar projetos de pesquisa . 2002 . A. Gil. Como elaborar projetos de pesquisa. 2002."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.5555\/70405.70408"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014073"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2011.15"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2013.18"},{"key":"e_1_3_2_1_18_1","volume-title":"A preliminary analysis of the continuous axis value of the three-dimensional pad speech emotional state model. The","author":"Lu S.","year":"2013","unstructured":"S. Lu . A preliminary analysis of the continuous axis value of the three-dimensional pad speech emotional state model. The 16 th edition of the International Conference on Digital Audio Effects (DAFx) , 2013 . S. Lu. A preliminary analysis of the continuous axis value of the three-dimensional pad speech emotional state model. The 16th edition of the International Conference on Digital Audio Effects (DAFx), 2013.","edition":"16"},{"key":"e_1_3_2_1_19_1","volume-title":"SSRN","author":"Machedon R.","year":"2013","unstructured":"R. Machedon , W. M. Rand , and Y. V. Joshi . Automatic classification of social media messaging using multi-dimensional sentiment analysis and crowdsourcingy . In SSRN , February 2013 . R. Machedon, W. M. Rand, and Y. V. Joshi. Automatic classification of social media messaging using multi-dimensional sentiment analysis and crowdsourcingy. In SSRN, February 2013."},{"key":"e_1_3_2_1_20_1","article-title":"Nonlinear appraisal modeling: An application of machine learning to the study of emotion production","author":"Meuleman B.","year":"2014","unstructured":"B. Meuleman and K. Scherer . Nonlinear appraisal modeling: An application of machine learning to the study of emotion production . IEEE Transactions on Affective Computing , 2014 . B. Meuleman and K. Scherer. Nonlinear appraisal modeling: An application of machine learning to the study of emotion production. IEEE Transactions on Affective Computing, 2014.","journal-title":"IEEE Transactions on Affective Computing"},{"key":"e_1_3_2_1_21_1","volume-title":"Machine learning: a probabilistic perspective","author":"Murphy K. P.","year":"2013","unstructured":"K. P. Murphy . Machine learning: a probabilistic perspective . MIT Press , Cambridge, Mass ., 2013 . K. P. Murphy. Machine learning: a probabilistic perspective. MIT Press, Cambridge, Mass., 2013."},{"key":"e_1_3_2_1_22_1","volume-title":"Semeval-2013 task 2: Sentiment analysis in twitter","author":"Nakov P.","year":"2013","unstructured":"P. Nakov , Z. Kozareva , A. Ritter , S. Rosenthal , V. Stoyanov , and T. Wilson . Semeval-2013 task 2: Sentiment analysis in twitter , 2013 . P. Nakov, Z. Kozareva, A. Ritter, S. Rosenthal, V. Stoyanov, and T. Wilson. Semeval-2013 task 2: Sentiment analysis in twitter, 2013."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2013.31"},{"key":"e_1_3_2_1_24_1","volume-title":"A new anew: Evaluation of a word list for sentiment analysis in microblogs. CoRR, abs\/1103.2903","author":"Nielsen F.","year":"2011","unstructured":"F. \u00c5. Nielsen . A new anew: Evaluation of a word list for sentiment analysis in microblogs. CoRR, abs\/1103.2903 , 2011 . F. \u00c5. Nielsen. A new anew: Evaluation of a word list for sentiment analysis in microblogs. CoRR, abs\/1103.2903, 2011."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.5555\/1859664.1859761"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.3115\/1118693.1118704"},{"key":"e_1_3_2_1_27_1","volume-title":"ICWSM","author":"Peng W.","year":"2011","unstructured":"W. Peng and D. H. Park . Generate adjective sentiment dictionary for social media sentiment analysis using constrained nonnegative matrix factorization. In L. A. Adamic, R. A. Baeza-Yates, and S. Counts, editors , ICWSM , 2011 . W. Peng and D. H. Park. Generate adjective sentiment dictionary for social media sentiment analysis using constrained nonnegative matrix factorization. In L. A. Adamic, R. A. Baeza-Yates, and S. Counts, editors, ICWSM, 2011."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/34.954607"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2013.22"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2009.187"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCE.2013.6570158"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/MDM.2013.80"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2503385.2503484"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767830"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/223904.223931"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-37807-2_1"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2013.16"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"crossref","first-page":"1631","DOI":"10.18653\/v1\/D13-1170","volume-title":"Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing","author":"Socher R.","year":"2013","unstructured":"R. Socher , A. Perelygin , J. Wu , J. Chuang , C. D. Manning , A. Ng , and C. Potts . Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank . In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing , pages 1631 -- 1642 , Oct. 2013 . R. Socher, A. Perelygin, J. Wu, J. Chuang, C. D. Manning, A. Ng, and C. Potts. Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank. In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, pages 1631--1642, Oct. 2013."},{"key":"e_1_3_2_1_39_1","first-page":"103","volume-title":"Proceedings of Brazilian Symposium on Information Systems","author":"Vieira P. K. M.","year":"2015","unstructured":"P. K. M. Vieira and N. Q. Lino . Multimedia content recommendation in digital convergence environments: An approach based on data mining and semantic web . In Proceedings of Brazilian Symposium on Information Systems , pages 103 -- 110 , Goias, Brazil , May 2015 . P. K. M. Vieira and N. Q. Lino. Multimedia content recommendation in digital convergence environments: An approach based on data mining and semantic web. In Proceedings of Brazilian Symposium on Information Systems, pages 103--110, Goias, Brazil, May 2015."},{"key":"e_1_3_2_1_40_1","volume-title":"Methodology","author":"Yessenov K.","year":"2009","unstructured":"K. Yessenov . Sentiment analysis of movie review comments . In Methodology , 2009 . K. Yessenov. Sentiment analysis of movie review comments. In Methodology, 2009."},{"key":"e_1_3_2_1_41_1","first-page":"129","volume-title":"Predicting Emotion Labels for Chinese Microblog Texts","author":"Yuan Z.","year":"2015","unstructured":"Z. Yuan and M. Purver . Predicting Emotion Labels for Chinese Microblog Texts , pages 129 -- 149 . Springer International Publishing , Cham , 2015 . Z. Yuan and M. Purver. Predicting Emotion Labels for Chinese Microblog Texts, pages 129--149. Springer International Publishing, Cham, 2015."},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.5555\/2969239.2969312"}],"event":{"name":"SBSI'18: XIV Brazilian Symposium on Information Systems","location":"Caxias do Sul Brazil","acronym":"SBSI'18","sponsor":["SIGAPP ACM Special Interest Group on Applied Computing","SIGMIS ACM Special Interest Group on Management Information Systems","SBC Sociedade Brasileira de Computa\u00e7\u00e3o"]},"container-title":["Proceedings of the XIV Brazilian Symposium on Information Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3229345.3229389","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3229345.3229389","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T07:47:13Z","timestamp":1775288833000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3229345.3229389"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6,4]]},"references-count":42,"alternative-id":["10.1145\/3229345.3229389","10.1145\/3229345"],"URL":"https:\/\/doi.org\/10.1145\/3229345.3229389","relation":{},"subject":[],"published":{"date-parts":[[2018,6,4]]},"assertion":[{"value":"2018-06-04","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}