{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T05:03:00Z","timestamp":1761541380608,"version":"3.37.3"},"reference-count":86,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2017,6,21]],"date-time":"2017-06-21T00:00:00Z","timestamp":1498003200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100003329","name":"Ministerio de Econom\u00eda y Competitividad","doi-asserted-by":"publisher","award":["TIN2014-54288-C4-3-R"],"award-info":[{"award-number":["TIN2014-54288-C4-3-R"]}],"id":[{"id":"10.13039\/501100003329","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Lang Resources &amp; Evaluation"],"published-print":{"date-parts":[[2018,6]]},"DOI":"10.1007\/s10579-017-9394-7","type":"journal-article","created":{"date-parts":[[2017,6,21]],"date-time":"2017-06-21T09:21:48Z","timestamp":1498036908000},"page":"645-672","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Spanish sentiment analysis in Twitter at the TASS workshop"],"prefix":"10.1007","volume":"52","author":[{"given":"Ferran","family":"Pla","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Llu\u00eds-F.","family":"Hurtado","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,6,21]]},"reference":[{"key":"9394_CR1","unstructured":"\u00c1lvarez-L\u00f3pez, T., Juncal-Mart\u00ednez, J., Fern\u00e1ndez-Gavilanes, M., Costa-Montenegro, E., Gonz\u00e1lez-Casta\u00f1o, F.J., Cerezo-Costas, H. , & Celix-Salgado, D. (2015). GTI-gradiant at TASS 2015: A hybrid approach for sentiment analysis in Twitter. In Proceedings of TASS 2015: Workshop on sentiment analysis at SEPLN co-located with 31st SEPLN conference (SEPLN 2015) (pp. 35\u201340), Alicante, Spain, September 15, 2015."},{"key":"9394_CR2","unstructured":"\u00c1lvarez-L\u00f3pez, T., Fern\u00e1ndez-Gavilanes, M., Garc\u00eda-M\u00e9ndez, S., Juncal-Mart\u00ednez, J., & Gonz\u00e1lez-Casta\u00f1o, F.J. (2016). GTI at TASS 2016: Supervised approach for aspect based sentiment analysis in Twitter. In Proceedings of TASS 2016: Workshop on sentiment analysis at SEPLN co-located with 32nd SEPLN conference (SEPLN 2016) (pp. 53\u201357), Salamanca, Spain, September 13th, 2016."},{"key":"9394_CR3","unstructured":"Araque, O., Corcuera, I., Rom\u00e1n, C., Iglesias, C. A., & S\u00e1nchez-Rada, J. F. (2015). Aspect based sentiment analysis of Spanish tweets. In Proceedings of TASS 2015: Workshop on sentiment analysis at SEPLN co-located with 31st SEPLN conference (SEPLN 2015) (pp. 29\u201334), Alicante, Spain, September 15, 2015."},{"key":"9394_CR4","unstructured":"Balahur, A., & Perea-Ortega, J. M. (2013). Experiments using varying sizes and machine translated data for sentiment analysis in Twitter. In Proceedings of the TASS workshop at SEPLN 2013, IV Congreso Espa\u00f1ol de Inform\u00e1tica."},{"key":"9394_CR5","unstructured":"Barbosa, L., & Feng, J. (2010). Robust sentiment detection on Twitter from biased and noisy data. In Proceedings of the 23rd international conference on computational linguistics: posters, association for computational linguistics (pp. 36\u201344)."},{"key":"9394_CR6","unstructured":"Batista, F., & Ribeiro, R. (2012). The L2F Strategy for Sentiment Analysis and Topic Classification. Technical report, http:\/\/www.sepln.org\/workshops\/tass\/2012\/participation.php ."},{"key":"9394_CR7","unstructured":"Casasola Murillo, E., & Mar\u00edn\u00a0Ravent\u00f3s, G. (2016). Evaluaci\u00f3n de Modelos de Representaci\u00f3n del Texto con Vectores de Dimensi\u00f3nn Reducida para An\u00e1lisis de Sentimiento. In Proceedings of TASS 2016: Workshop on sentiment analysis at SEPLN co-located with 32nd SEPLN conference (SEPLN 2016) (pp. 23\u201328), Salamanca, Spain, September 13th, 2016."},{"key":"9394_CR8","unstructured":"Castellano, A., Cigarr\u00e1n, J. & Garc\u00eda-Serrano, A. (2012). UNED @ TASS: Using IR techniques for topic-based sentiment analysis through divergence models. Technical report, http:\/\/www.sepln.org\/workshops\/tass\/2012\/participation.php ."},{"key":"9394_CR9","unstructured":"Castellanos-Gonz\u00e1lez, A., Cigarr\u00e1n-Recuero, J. & Garc\u00eda-Serrano, A. (2013). UNED LSI @ TASS 2013: Considerations about textual representation for IR based tweet classification. In: Proceedings of the TASS workshop at SEPLN 2013, IV Congreso Espa\u00f1ol de Inform\u00e1tica."},{"key":"9394_CR10","unstructured":"Cer\u00f3n-Guzm\u00e1n, J. A. (2016). JACERONG at TASS 2016: An ensemble classifier for sentiment analysis of Spanish tweets at global level. In: Proceedings of TASS 2016: Workshop on sentiment analysis at SEPLN co-located with 32nd SEPLN conference (SEPLN 2016) (pp. 35\u201339), Salamanca, Spain, September 13th, 2016."},{"key":"9394_CR11","unstructured":"del-Hoyo-Alonso, R., Hupont, I., & Lacueva, F. (2013). Affective polarity word discovering by means of artificial general intelligence techniques. In Proceedings of the TASS workshop at SEPLN 2013, IV Congreso Espa\u00f1ol de Inform\u00e1tica."},{"key":"9394_CR12","unstructured":"del-Hoyo-Alonso, R., de\u00a0la Vega\u00a0Rodrigalvarez-Chamorro, M., Vea-Murgu\u00eda, J., & Monta\u00f1es-Salas, R. M. (2015). Ensemble algorithm with syntactical tree features to improve the opinion analysis. In Proceedings of TASS 2015: workshop on sentiment analysis at SEPLN co-located with 31st SEPLN conference (SEPLN 2015) (pp. 53\u201358), Alicante, Spain, September 15, 2015."},{"key":"9394_CR13","doi-asserted-by":"crossref","unstructured":"Deriu, J., Gonzenbach, M., Uzdilli, F., Lucchi, A., De\u00a0Luca, V., & Jaggi, M. (2016). Swisscheese at semeval-2016 task 4: Sentiment classification using an ensemble of convolutional neural networks with distant supervision. In Proceedings of the 10th international workshop on semantic evaluation (SemEval-2016) (pp. 1124\u20131128), Association for Computational Linguistics, San Diego, California, http:\/\/www.aclweb.org\/anthology\/S16-1173 .","DOI":"10.18653\/v1\/S16-1173"},{"key":"9394_CR14","unstructured":"D\u00edaz-Galiano, M. C., & Montejo-R\u00e1ez, A. (2015). Participaci\u00f3n de SINAI DW2Vec en TASS 2015. In Proceedings of TASS 2015: Workshop on sentiment analysis at SEPLN co-located with 31st SEPLN conference (SEPLN 2015) (pp. 59\u201364), Alicante, Spain, September 15, 2015."},{"key":"9394_CR15","unstructured":"Fern\u00e1ndez, J., Guti\u00e9rrez, Y., Tom\u00e1s, D., G\u00f3mez, J. M. & Mart\u00ednez-Barco, P. (2015). Evaluating a sentiment analysis approach from a business point of view. In Proceedings of TASS 2015: Workshop on sentiment analysis at SEPLN co-located with 31st SEPLN conference (SEPLN 2015) (pp. 93\u201398), Alicante, Spain, September 15, 2015."},{"key":"9394_CR16","unstructured":"Fern\u00e1ndez, J., Guti\u00e9rrez, Y., G\u00f3mez, J.M., Mart\u00ednez-Barco, P., Montoyo A., & Mu\u00f1oz, R. (2013). Sentiment analysis of Spanish Tweets using a ranking algorithm and skipgrams. In Proceedings of the TASS workshop at SEPLN 2013, IV Congreso Espa\u00f1ol de Inform\u00e1tica."},{"key":"9394_CR17","volume-title":"The WEKA workbench. Online appendix for \u201cData mining: Practical machine learning tools and techniques\u201d","author":"E Frank","year":"2016","unstructured":"Frank, E., Hall, M. A., & Witten, I. H. (2016). The WEKA workbench. Online appendix for \u201cData mining: Practical machine learning tools and techniques\u201d (4th ed.). Burlington: Morgan Kaufmann.","edition":"4"},{"key":"9394_CR18","unstructured":"Gamallo, P., Garc\u00eda, M. & Fern\u00e1ndez-Lanza, S. (2013). TASS: A Naive-Bayes strategy for sentiment analysis on Spanish tweets. In Proceedings of the TASS workshop at SEPLN 2013, IV Congreso Espa\u00f1ol de Inform\u00e1tica."},{"key":"9394_CR19","unstructured":"Garc\u00eda Cumbreras, M. \u00c1., Mart\u00ednez\u00a0C\u00e1mara, E., Villena-Rom\u00e1n, J., & Garc\u00eda\u00a0Morera, J. (2016a). TASS 2015\u2014The evolution of the Spanish opinion mining systems. Procesamiento del Lenguaje Natural."},{"key":"9394_CR20","unstructured":"Garc\u00eda Cumbreras, M. \u00c1., Villena\u00a0Rom\u00e1n, J., Mart\u00ednez\u00a0C\u00e1mara, E., D\u00edaz\u00a0Galiano, M. C., Mart\u00edn\u00a0Valdivia, M. T., & Ure\u00f1a\u00a0L\u00f3pez, L. A. (2016b). Overview of TASS 2016. In Proceedings of TASS 2016: Workshop on sentiment analysis at SEPLN co-located with 32nd SEPLN conference (SEPLN 2016) (pp. 13\u201321), Salamanca, Spain, September 13th, 2016."},{"key":"9394_CR21","unstructured":"Garc\u00eda, D., & Thelwall, M. (2013). Political alignment and emotional expression in Spanish Tweets. In Proceedings of the TASS workshop at SEPLN 2013, IV Congreso Espa\u00f1ol de Inform\u00e1tica."},{"key":"9394_CR22","doi-asserted-by":"crossref","unstructured":"Hagen, M., Potthast, M., B\u00fcchner, M., & Stein, B. (2015). Webis: An ensemble for twitter sentiment detection. In Proceedings of the 9th international workshop on semantic evaluation (SemEval 2015) (pp. 582\u2013589), Association for Computational Linguistics, Denver, Colorado, http:\/\/www.aclweb.org\/anthology\/S15-2097 .","DOI":"10.18653\/v1\/S15-2097"},{"key":"9394_CR23","doi-asserted-by":"crossref","unstructured":"Hamdan, H., Bellot, P., & Bechet, F. (2015). Lsislif: Crf and logistic regression for opinion target extraction and sentiment polarity analysis. In Proceedings of the 9th international workshop on semantic evaluation (SemEval 2015) (pp. 753\u2013758), Association for Computational Linguistics, Denver, Colorado, http:\/\/www.aclweb.org\/anthology\/S15-2128 .","DOI":"10.18653\/v1\/S15-2128"},{"key":"9394_CR24","unstructured":"Hern\u00e1ndez\u00a0Petlachi, R., & Li, X. (2014). An\u00e1lisis de sentimiento sobre textos en Espa\u00f1ol basado en aproximaciones sem\u00e1nticas con reglas ling\u00fc\u00edsticas. In Proceedings of the TASS workshop at SEPLN 2014."},{"key":"9394_CR25","unstructured":"Hurtado, L.F. , & Pla, F. (2014). ELiRF-UPV en TASS 2014: An\u00e1lisis de Sentimientos, Detecci\u00f3n de T\u00f3picos y An\u00e1lisis de Sentimientos de Aspectos en Twitter. In Proceedings of the TASS workshop at SEPLN 2014."},{"key":"9394_CR26","unstructured":"Hurtado, L. F., & Pla, F. (2016). ELiRF-UPV en TASS 2016: An\u00e1lisis de Sentimientos en Twitter. In Proceedings of TASS 2016: Workshop on sentiment analysis at SEPLN co-located with 32nd SEPLN conference (SEPLN 2016) (pp. 47\u201351), Salamanca, Spain, September 13th, 2016."},{"key":"9394_CR27","unstructured":"Hurtado, L. F., Pla, F., & Buscaldi, D. (2015). ELiRF-UPV en TASS 2015: An\u00e1lisis de Sentimientos en Twitter. In Proceedings of TASS 2015: Workshop on sentiment analysis at SEPLN co-located with 31st SEPLN conference (SEPLN 2015) (pp. 75\u201379), Alicante, Spain, September 15, 2015."},{"issue":"11","key":"9394_CR28","doi-asserted-by":"crossref","first-page":"2169","DOI":"10.1002\/asi.21149","volume":"60","author":"BJ Jansen","year":"2009","unstructured":"Jansen, B. J., Zhang, M., Sobel, K., & Chowdury, A. (2009). Twitter power: Tweets as electronic word of mouth. Journal of the American Society for Information Science and Technology, 60(11), 2169\u20132188.","journal-title":"Journal of the American Society for Information Science and Technology"},{"key":"9394_CR29","unstructured":"Jim\u00e9nez\u00a0Zafra, S. M., Mart\u00ednez\u00a0C\u00e1mara, E., Mart\u00edn\u00a0Valdivia, M. T., & Ure\u00f1a\u00a0L\u00f3pez, L. A. (2014) SINAI-ESMA: An unsupervised approach for sentiment analysis in Twitter. In Proceedings of the TASS workshop at SEPLN 2014."},{"key":"9394_CR30","volume-title":"Sentiment analysis and opinion mining. A comprehensive introduction and survey","author":"B Liu","year":"2012","unstructured":"Liu, B. (2012). Sentiment analysis and opinion mining. A comprehensive introduction and survey. San Rafael: Morgan & Claypool Publishers."},{"key":"9394_CR31","doi-asserted-by":"publisher","unstructured":"Liu, B., Hu, M., & Cheng, J. (2005). Opinion observer: Analyzing and comparing opinions on the web. In Proceedings of the 14th international conference on world wide web (pp. 342\u2013351), ACM, New York, NY, USA, WWW \u201905, doi: 10.1145\/1060745.1060797 , http:\/\/doi.acm.org\/10.1145\/1060745.1060797","DOI":"10.1145\/1060745.1060797"},{"issue":"1","key":"9394_CR32","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1017\/S1351324912000332","volume":"1","author":"E Mart\u00ednez-C\u00e1mara","year":"2014","unstructured":"Mart\u00ednez-C\u00e1mara, E., Mart\u00edn-Valdivia, M. T., Ure\u00f1a-L\u00f3pez, L. A., & Montejo-Ra\u00e9z, A. (2014). Sentiment analysis in Twitter. Natural Language Engineering, 1(1), 1\u201328.","journal-title":"Natural Language Engineering"},{"key":"9394_CR33","unstructured":"Mart\u00ednez-C\u00e1mara, E., Garc\u00eda-Cumbreras, M.\u00c1., Mart\u00edn-Valdivia, M. T., & L\u00f3pez, L. A. U. (2015). SINAI-EMMA: Vectores de Palabras para el An\u00e1lisis de Opiniones en Twitter. In Proceedings of TASS 2015: Workshop on sentiment analysis at SEPLN co-located with 31st SEPLN conference (SEPLN 2015) (pp. 41\u201346), Alicante, Spain, September 15, 2015."},{"key":"9394_CR34","unstructured":"Mart\u00edn-Wanton, T., & de\u00a0Albornoz, J. C. (2012). UNED at TASS 2012: Polarity classification and trending topic system. Technical report, http:\/\/www.sepln.org\/workshops\/tass\/2012\/participation.php ."},{"key":"9394_CR35","unstructured":"Mart\u00ednez-C\u00e1mara, E., \u00c1ngel Garc\u00eda-Cumbreras, M., Mart\u00edn-Valdivia, M. T., & Ure\u00f1a-L\u00f3pez, L. A. (2013). SINAI-EMML: Combinaci\u00f3n de Recursos Ling\u00fc\u00edticos para el An\u00e1lisis de la Opini\u00f3n en Twitter. In Proceedings of the TASS workshop at SEPLN 2013, IV Congreso Espa\u00f1ol de Inform\u00e1tica."},{"key":"9394_CR36","unstructured":"Mart\u00ednez-C\u00e1mara, E., Mart\u00edn-Valdivia, M. T., Molina-Gonz\u00e1lez, M. D., & Ure\u00f1a-L\u00f3pez, L. A. (2013). Bilingual experiments on an opinion comparable corpus. In Proceedings of the 4th workshop on computational approaches to subjectivity, sentiment and social media analysis (pp. 87\u201393)."},{"key":"9394_CR37","unstructured":"Mendizabal, I., & Carandell, J. (2015). BittenPotato: Tweet sentiment analysis by combining multiple classifiers. In Proceedings of TASS 2015: Workshop on sentiment analysis at SEPLN co-located with 31st SEPLN conference (SEPLN 2015) (pp. 71\u201374), Alicante, Spain, September 15, 2015."},{"key":"9394_CR38","unstructured":"Mohammad, S., Kiritchenko, S., & Zhu, X. (2013). Nrc-canada: Building the state-of-the-art in sentiment analysis of tweets. In Second joint conference on lexical and computational semantics (*SEM), Volume 2: Proceedings of the seventh international workshop on semantic evaluation (SemEval 2013) (pp. 321\u2013327), Association for Computational Linguistics, Atlanta, Georgia, USA, http:\/\/www.aclweb.org\/anthology\/S13-2053 ."},{"key":"9394_CR39","unstructured":"Montejo-R\u00e1ez, A., & D\u00edaz-Galiano, M. C. (2016). Participaci\u00f3n de SINAI en TASS 2016. In Proceedings of TASS 2016: Workshop on sentiment analysis at SEPLN co-located with 32nd SEPLN conference (SEPLN 2016) (pp. 41\u201345), Salamanca, Spain, September 13th, 2016."},{"key":"9394_CR40","unstructured":"Montejo-R\u00e1ez, A., D\u00edaz-Galiano, M. C., & Garc\u00eda-Vega, M. (2013). LSA based approach to TASS 2013. In Proceedings of the TASS workshop at SEPLN 2013, IV Congreso Espa\u00f1ol de Inform\u00e1tica."},{"key":"9394_CR41","unstructured":"Montejo-R\u00e1ez, A., Garc\u00eda-Cumbreras, M., & D\u00edaz-Galiano, M. (2014). Participaci\u00f3n de SINAI Word2Vec en TASS 2014. In Proceedings of the TASS workshop at SEPLN 2014."},{"key":"9394_CR42","unstructured":"Moreno-Ortiz, A., & P\u00e9rez-Hern\u00e1ndez, C. (2012). Lexicon-based sentiment analysis of Twitter messages in Spanish. Technical report, http:\/\/www.sepln.org\/workshops\/tass\/2012\/participation.php ."},{"key":"9394_CR43","unstructured":"Nakov, P., Kozareva, Z., Ritter, A., Rosenthal, S., Stoyanov, V., & Wilson, T. (2013). SemEval-2013 Task 2: Sentiment analysis in Twitter."},{"key":"9394_CR44","doi-asserted-by":"crossref","unstructured":"Nakov, P., Ritter, A., Rosenthal, S., Stoyanov, V., & Sebastiani, F. (2016). SemEval-2016 Task 4: Sentiment analysis in Twitter. In Proceedings of the 10th international workshop on semantic evaluation (pp. 1\u201318), Association for Computational Linguistics, San Diego, California, SemEval \u201916.","DOI":"10.18653\/v1\/S16-1001"},{"key":"9394_CR45","unstructured":"O\u2019Connor, B., Krieger, M., & Ahn, D. (2010). TweetMotif: Exploratory search and topic summarization for Twitter. In Cohen, W. W. & Gosling, S. (Eds)., Proceedings of the fourth international conference on weblogs and social media, ICWSM 2010, Washington, DC, USA, May 23-26, 2010, The AAAI Press, http:\/\/www.aaai.org\/ocs\/index.php\/ICWSM\/ICWSM10\/paper\/view\/1540 ."},{"key":"9394_CR46","unstructured":"Padr\u00f3, L., & Stanilovsky, E. (2012). FreeLing 3.0: Towards Wider Multilinguality. In Proceedings of the language resources and evaluation conference (LREC 2012), ELRA, Istanbul, Turkey."},{"key":"9394_CR47","unstructured":"Pang, B., Lee, L., & Vaithyanathan, S. (2002). Thumbs up? Sentiment classification using machine learning techniques. In Proceedings of EMNLP (pp. 79\u201386)."},{"key":"9394_CR48","unstructured":"Park, S. (2015). Sentiment Classification Using Sociolinguistic Clusters. In Proceedings of TASS 2015: Workshop on sentiment analysis at SEPLN co-located with 31st SEPLN conference (SEPLN 2015) (pp. 99\u2013104), Alicante, Spain, September 15, 2015."},{"key":"9394_CR49","first-page":"2825","volume":"12","author":"F Pedregosa","year":"2011","unstructured":"Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., et al. (2011). Scikit-learn: Machine learning in Python. Journal of Machine Learning Research, 12, 2825\u20132830.","journal-title":"Journal of Machine Learning Research"},{"key":"9394_CR50","unstructured":"Perea-Ortega, J. M. & Balahur, A. (2014). Experiments on feature replacements for polarity classification of Spanish tweets. In Proceedings of the TASS workshop at SEPLN 2014."},{"key":"9394_CR51","unstructured":"Perez-Rosas, V., Banea, C., & Mihalcea, R. (2012). Learning Sentiment Lexicons in Spanish. In: N. C. C. Chair, K. Choukri, T. Declerck, M. U. Do\u011fan, B. Maegaard, J. Mariani, J. Odijk, & S. Piperidis (Eds.), Proceedings of the eight international conference on language resources and evaluation (LREC\u201912), European Language Resources Association (ELRA), Istanbul, Turkey."},{"key":"9394_CR52","unstructured":"Pla, F., & Hurtado, L. F. (2013a) ELiRF-UPV en TASS-2013: An\u00e1lisis de sentimientos en Twitter. In Proceedings of the TASS workshop at SEPLN 2013, IV Congreso Espa\u00f1ol de Inform\u00e1tica."},{"key":"9394_CR53","unstructured":"Pla, F., & Hurtado, L. F. (2013b) ELiRF-UPV en TASS-2013: An\u00e1lisis de sentimientos en Twitter. In XXIX Congreso de la Sociedad Espanola para el Procesamiento del Lenguaje Natural (SEPLN 2013) TASS (pp. 220\u2013227)."},{"key":"9394_CR54","unstructured":"Pla, F., & Hurtado, L. F. (2014a) Political tendency identification in Twitter using sentiment analysis techniques. In Proceedings of COLING 2014, the 25th international conference on computational linguistics: Technical Papers (pp. 183\u2013192), Dublin City University and Association for Computational Linguistics, Dublin, Ireland, http:\/\/www.aclweb.org\/anthology\/C14-1019 ."},{"key":"9394_CR55","doi-asserted-by":"crossref","unstructured":"Pla, F., & Hurtado, L. F. (2014b) Sentiment analysis in Twitter for Spanish. In International conference on applications of natural language to data bases\/information systems (pp. 208\u2013213), Springer International Publishing.","DOI":"10.1007\/978-3-319-07983-7_27"},{"key":"9394_CR56","unstructured":"Quir\u00f3s, A., Segura-Bedmar, I., & Mart\u00ednez, P. (2016). LABDA at the 2016 TASS challenge task: Using word embeddings for the sentiment analysis task. In Proceedings of TASS 2016: workshop on sentiment analysis at SEPLN co-located with 32nd SEPLN conference (SEPLN 2016) (pp. 29\u201333), Salamanca, Spain, September 13th, 2016."},{"issue":"2","key":"9394_CR57","doi-asserted-by":"crossref","first-page":"876","DOI":"10.1016\/j.patcog.2011.08.007","volume":"45","author":"J Ram\u00f3n Quevedo","year":"2012","unstructured":"Ram\u00f3n Quevedo, J., Luaces, O., & Bahamonde, A. (2012). Multilabel classifiers with a probabilistic thresholding strategy. Pattern Recogn, 45(2), 876\u2013883.","journal-title":"Pattern Recogn"},{"key":"9394_CR58","doi-asserted-by":"crossref","unstructured":"Rosenthal, S., Nakov, P., Ritter, A., & Stoyanov, V. (2014). SemEval-2014 Task 9: Sentiment analysis in Twitter. In: P. Nakov, T. Zesch (Eds.), Proceedings of the 8th international workshop on semantic evaluation, SemEval \u201914, Dublin, Ireland.","DOI":"10.3115\/v1\/S14-2009"},{"key":"9394_CR59","doi-asserted-by":"crossref","unstructured":"Rosenthal, S., Nakov, P., Kiritchenko, S., Mohammad, S., Ritter, A., & Stoyanov, V. (2015). SemEval-2015 Task 10: Sentiment analysis in Twitter. In: Proceedings of the 9th international workshop on semantic evaluation (SemEval 2015) (pp. 451\u2013463), Association for Computational Linguistics, Denver, Colorado, http:\/\/www.aclweb.org\/anthology\/S15-2078 .","DOI":"10.18653\/v1\/S15-2078"},{"key":"9394_CR60","doi-asserted-by":"crossref","unstructured":"Rouvier, M., & Favre, B. (2016). SENSEI-LIF at SemEval-2016 task 4: Polarity embedding fusion for robust sentiment analysis. In Proceedings of the 10th international workshop on semantic evaluation (SemEval-2016) (pp. 202\u2013208), Association for Computational Linguistics, San Diego, California, http:\/\/www.aclweb.org\/anthology\/S16-1030 .","DOI":"10.18653\/v1\/S16-1030"},{"key":"9394_CR61","unstructured":"San Vicente Roncal, I., & Saralegi Urizar, X. (2014). Looking for features for supervised tweet polarity classification. In Proceedings of the TASS workshop at SEPLN 2014."},{"key":"9394_CR62","unstructured":"Santos-Deas, M., Biran, O., McKeown, K., & Rosenthal, S. (2015). Spanish Twitter messages polarized through the lens of an english system. In Proceedings of TASS 2015: Workshop on sentiment analysis at SEPLN co-located with 31st SEPLN conference (SEPLN 2015) (pp. 81\u201386), Alicante, Spain, September 15, 2015."},{"key":"9394_CR63","unstructured":"Saralegi, X., & San Vicente, I. (2012). TASS: Detecting sentiments in Spanish tweets. Technical report, http:\/\/www.sepln.org\/workshops\/tass\/2012\/participation.php ."},{"key":"9394_CR64","unstructured":"Saralegi, X., & San Vicente, I. (2013). Elhuyar at TASS 2013. In Proceedings of the TASS workshop at SEPLN 2013, IV Congreso Espa\u00f1ol de Inform\u00e1tica."},{"issue":"1","key":"9394_CR65","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/505282.505283","volume":"34","author":"F Sebastiani","year":"2002","unstructured":"Sebastiani, F. (2002). Machine learning in automated text categorization. ACM Computing Surveys, 34(1), 1\u201347. doi: 10.1145\/505282.505283 .","journal-title":"ACM Computing Surveys"},{"key":"9394_CR66","doi-asserted-by":"crossref","unstructured":"Segura-Bedmar, I., Quir\u00f2s, A., & Mart\u00ecnez, P. (2017). Exploring convolutional neural networks for sentiment analysis of Spanish tweets. In Proceedings of EACL (15th conference of the European chapter of the Association for Computational Linguistics) (pp. 1014\u20131022), Association for Computational Linguistics.","DOI":"10.18653\/v1\/E17-1095"},{"key":"9394_CR67","doi-asserted-by":"crossref","unstructured":"Severyn, A., & Moschitti, A. (2015). Unitn: Training deep convolutional neural network for twitter sentiment classification. In Proceedings of the 9th international workshop on semantic evaluation (SemEval 2015) (pp. 464\u2013469), Association for Computational Linguistics, Denver, Colorado, http:\/\/www.aclweb.org\/anthology\/S15-2079 .","DOI":"10.18653\/v1\/S15-2079"},{"key":"9394_CR68","unstructured":"Siordia, O. S., Moctezuma, D., Graff, M., Miranda-Jim\u00e9nez, S., T\u00e9llez, E. S., & Villase\u00f1or, E. (2015). Sentiment analysis for Twitter: TASS 2015. In Proceedings of TASS 2015: Workshop on sentiment analysis at SEPLN co-located with 31st SEPLN Conference (SEPLN 2015) (pp 65\u201370), Alicante, Spain, September 15, 2015."},{"key":"9394_CR69","unstructured":"Sixto-Cesteros, J., Almeida, A., & L\u00f3pez-de-Ipi\u00f1a, D. (2015). DeustoTech Internet at TASS 2015: Sentiment analysis and polarity classification in Spanish tweets. In: Proceedings of TASS 2015: Workshop on sentiment analysis at SEPLN co-located with 31st SEPLN conference (SEPLN 2015) (pp. 23\u201328), Alicante, Spain, September 15, 2015."},{"key":"9394_CR70","unstructured":"Trilla, A., & Al\u00edas, F. (2012). Sentiment analysis of Twitter messages based on multinomial Naive Bayes. Technical report, http:\/\/www.sepln.org\/workshops\/tass\/2012\/participation.php ."},{"key":"9394_CR71","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/jdwm.2007070101","volume":"2007","author":"G Tsoumakas","year":"2007","unstructured":"Tsoumakas, G., & Katakis, I. (2007). Multi-label classification: An overview. International Journal of Data Warehousing and Mining, 2007, 1\u201313.","journal-title":"International Journal of Data Warehousing and Mining"},{"key":"9394_CR72","unstructured":"Turney, P. D. (2002). Thumbs up or thumbs down? Semantic orientation applied to unsupervised classification of reviews. In ACL (pp. 417\u2013424), http:\/\/www.aclweb.org\/anthology\/P02-1053.pdf ."},{"key":"9394_CR73","unstructured":"Valverde-Tohalino, J., & Tejada-C\u00e1rcamo, J. (2015). Comparing supervised learning methods for classifying Spanish tweets. In Proceedings of TASS 2015: Workshop on sentiment analysis at SEPLN co-located with 31st SEPLN conference (SEPLN 2015) (pp. 87\u201392), Alicante, Spain, September 15, 2015."},{"key":"9394_CR74","unstructured":"Vilares, D., Alonso, M. A., & G\u00f3mez-Rodr\u00edguez, C. (2013). LyS at TASS 2013: Analysing Spanish tweets by means of dependency parsing, semantic-oriented lexicons and psychometric word-properties. In Proceedings of the TASS workshop at SEPLN 2013, IV Congreso Espa\u00f1ol de Inform\u00e1tica."},{"key":"9394_CR75","unstructured":"Vilares, D., Doval, Y., Alonso, M. A. & G\u00f3mez-Rodr\u00edguez, C. (2014). LyS at TASS 2014: A prototype for extracting and analysing aspects from Spanish tweets. In Proceedings of the TASS workshop at SEPLN 2014."},{"key":"9394_CR76","unstructured":"Vilares, D., Doval, Y., Alonso, M. A., & G\u00f3mez-Rodr\u00edguez, C. (2015). LyS at TASS 2015: Deep learning experiments for sentiment analysis on Spanish tweets. In Proceedings of TASS 2015: Workshop on sentiment analysis at SEPLN co-located with 31st SEPLN conference (SEPLN 2015) (pp. 47\u201352), Alicante, Spain, September 15, 2015."},{"key":"9394_CR77","unstructured":"Villar Rodr\u00edguez, E., Torre Bastida, A. I., Garc\u00eda\u00a0Serrano, A., & Gonz\u00e1lez\u00a0Rodr\u00edguez, M. (2013). TECNALIA-UNED @ TASS: Uso de un enfoque ling\u00fc\u00edstico para el an\u00e1lisis de sentimientos. In Proceedings of the TASS workshop at SEPLN 2013, IV Congreso Espa\u00f1ol de Inform\u00e1tica."},{"key":"9394_CR78","unstructured":"Villena-Rom\u00e1n, J., Garc\u00eda\u00a0Morera, J., Garc\u00eda\u00a0Cumbreras, M\u00c1., Mart\u00ednez\u00a0C\u00e1mara, E., Mart\u00edn\u00a0Valdivia, M. T., & Ure\u00f1a\u00a0L\u00f3pez, L. A. (2013a). Workshop on sentiment analysis at SEPLN 2013: An overview. In Proceedings of the TASS workshop at SEPLN 2013, Villena-Rom\u00e1n, Julio; Garc\u00eda Morera, Janine; Garc\u00eda Cumbreras, Miguel \u00c1ngel; Mart\u00ednez C\u00e1mara, Eugenio; Mart\u00edn Valdivia, M. Teresa; Ure\u00f1a L\u00f3pez, L. Alfonso."},{"key":"9394_CR79","first-page":"37","volume":"50","author":"J Villena-Rom\u00e1n","year":"2013","unstructured":"Villena-Rom\u00e1n, J., Lana-Serrano, S., Mart\u00ednez-C\u00e1mara, E., & Gonz\u00e1lez-Crist\u00f3bal, J. C. (2013b). TASS-workshop on sentiment analysis at SEPLN. Procesamiento del Lenguaje Natural, 50, 37\u201344.","journal-title":"Procesamiento del Lenguaje Natural"},{"key":"9394_CR80","unstructured":"Villena-Rom\u00e1n, J., Garc\u00eda Morera, J., Garc\u00eda Cumbreras, M\u00c1., Mart\u00ednez C\u00e1mara, E., Mart\u00edn Valdivia, M. T., & Ure\u00f1a L\u00f3pez, L.A. (2014). Workshop on sentiment analysis at SEPLN: Overview. In Proceedings of the TASS workshop at SEPLN 2014, Villena-Rom\u00e1n, Julio; Garc\u00eda Morera, Janine; Garc\u00eda Cumbreras, Miguel \u00c1ngel; Mart\u00ednez C\u00e1mara, Eugenio; Mart\u00edn Valdivia, M. Teresa; Ure\u00f1a L\u00f3pez, L. Alfonso."},{"key":"9394_CR81","unstructured":"Villena-Rom\u00e1n, J., Garc\u00eda Morera, J., Garc\u00eda Cumbreras, M.\u00c1., Mart\u00ednez C\u00e1mara, E., Mart\u00edn Valdivia, M. T., & Ure\u00f1a L\u00f3pez, L. A. (2015). Overview of TASS 2015. In TASS 2015: Workshop on sentiment analysis at SEPLN co-located with 31st SEPLN conference (SEPLN 2015). http:\/\/ceur-ws.org\/Vol-1397\/ , Villena-Rom\u00e1n, Julio; Garc\u00eda Morera, Janine; Garc\u00eda Cumbreras, Miguel \u00c1ngel; Mart\u00ednez C\u00e1mara, Eugenio; Mart\u00edn Valdivia, M. Teresa; Ure\u00f1a L\u00f3pez, L. Alfonso, pp. 13\u201321."},{"key":"9394_CR82","unstructured":"Villena-Rom\u00e1n, J., & Garc\u00eda-Morera, J. (2013). Workshop on sentiment analysis at SEPLN 2013: An overview. In Proceedings of the TASS workshop at SEPLN 2013, IV Congreso Espa\u00f1ol de Inform\u00e1tica."},{"key":"9394_CR83","unstructured":"Vinodhini, G., & Chandrasekaran, R. (2012). Sentiment analysis and opinion mining: A survey. International Journal, 2(6)."},{"key":"9394_CR84","doi-asserted-by":"crossref","unstructured":"Wilson, T., Hoffmann, P., Somasundaran, S., Kessler, J., Wiebe, J., Choi, Y., Cardie, C., Riloff, E. & Patwardhan, S. (2005). OpinionFinder: A system for subjectivity analysis. In Proceedings of HLT\/EMNLP on interactive demonstrations (pp. 34\u201335), Association for Computational Linguistics.","DOI":"10.3115\/1225733.1225751"},{"key":"9394_CR85","doi-asserted-by":"crossref","unstructured":"Xu, S., Liang, H., & Baldwin, T. (2016). Unimelb at semeval-2016 tasks 4a and 4b: An ensemble of neural networks and a word2vec based model for sentiment classification. In Proceedings of the 10th international workshop on semantic evaluation (SemEval-2016) (pp. 183\u2013189), Association for Computational Linguistics, San Diego, California, http:\/\/www.aclweb.org\/anthology\/S16-1027 .","DOI":"10.18653\/v1\/S16-1027"},{"key":"9394_CR86","unstructured":"Zhu, X., Kiritchenko, S., & Mohammad, S. (2014). Nrc-canada-2014: Recent improvements in the sentiment analysis of tweets. In Proceedings of the 8th international workshop on semantic evaluation (SemEval 2014) (pp. 443\u2013447), Association for Computational Linguistics and Dublin City University, Dublin, Ireland, http:\/\/www.aclweb.org\/anthology\/S14-2077 ."}],"container-title":["Language Resources and Evaluation"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10579-017-9394-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10579-017-9394-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10579-017-9394-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,29]],"date-time":"2022-07-29T22:42:13Z","timestamp":1659134533000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10579-017-9394-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6,21]]},"references-count":86,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2018,6]]}},"alternative-id":["9394"],"URL":"https:\/\/doi.org\/10.1007\/s10579-017-9394-7","relation":{},"ISSN":["1574-020X","1574-0218"],"issn-type":[{"type":"print","value":"1574-020X"},{"type":"electronic","value":"1574-0218"}],"subject":[],"published":{"date-parts":[[2017,6,21]]}}}