{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:00:29Z","timestamp":1740099629975,"version":"3.37.3"},"publisher-location":"Cham","reference-count":33,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030349882"},{"type":"electronic","value":"9783030349899"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-34989-9_7","type":"book-chapter","created":{"date-parts":[[2019,11,20]],"date-time":"2019-11-20T00:03:51Z","timestamp":1574208231000},"page":"81-94","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Mining Twitter for Measuring Social Perception Towards Diabetes and Obesity in Central America"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1728-1462","authenticated-orcid":false,"given":"Jos\u00e9","family":"Medina-Moreira","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3651-2660","authenticated-orcid":false,"given":"Jos\u00e9 Antonio","family":"Garc\u00eda-D\u00edaz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4059-9516","authenticated-orcid":false,"given":"Oscar","family":"Apolinardo-Arzube","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8998-9078","authenticated-orcid":false,"given":"Harry","family":"Luna-Aveiga","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2457-1791","authenticated-orcid":false,"given":"Rafael","family":"Valencia-Garc\u00eda","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,11,20]]},"reference":[{"issue":"14","key":"7_CR1","doi-asserted-by":"publisher","first-page":"2858","DOI":"10.3390\/app9142858","volume":"9","author":"\u00d3 Apolinardo-Arzube","year":"2019","unstructured":"Apolinardo-Arzube, \u00d3., Garc\u00eda-D\u00edaz, J.A., Medina-Moreira, J., Luna-Aveiga, H., Valencia-Garc\u00eda, R.: Evaluating information-retrieval models and machine-learning classifiers for measuring the social perception towards infectious diseases. Appl. Sci. 9(14), 2858 (2019)","journal-title":"Appl. Sci."},{"key":"7_CR2","first-page":"159","volume":"61","author":"\u00d3 Apolinario-Arzube","year":"2018","unstructured":"Apolinario-Arzube, \u00d3., Medina-Moreira, J.A., Lagos-Ortiz, K., Luna-Aveiga, H., Garc\u00eda-D\u00edaz, J.A., Valencia-Garc\u00eda, R.: Tecnolog\u00edas inteligentes para la autogesti\u00f3n de la salud. Procesamiento del Lenguaje Natural 61, 159\u2013162 (2018)","journal-title":"Procesamiento del Lenguaje Natural"},{"key":"7_CR3","doi-asserted-by":"crossref","unstructured":"Araujo, M., Reis, J., Pereira, A., Benevenuto, F.: An evaluation of machine translation for multilingual sentence-level sentiment analysis. In: Proceedings of the 31st Annual ACM Symposium on Applied Computing, pp. 1140\u20131145. ACM (2016)","DOI":"10.1145\/2851613.2851817"},{"key":"7_CR4","unstructured":"Baccianella, S., Esuli, A., Sebastiani, F.: Sentiwordnet 3.0: an enhanced lexical resource for sentiment analysis and opinion mining. In: Lrec, vol. 10, pp. 2200\u20132204 (2010)"},{"key":"7_CR5","first-page":"135","volume":"55","author":"F Barbieri","year":"2015","unstructured":"Barbieri, F., Ronzano, F., Saggion, H.: Is this tweet satirical? a computational approach for satire detection in spanish. Procesamiento del Lenguaje Natural 55, 135\u2013142 (2015)","journal-title":"Procesamiento del Lenguaje Natural"},{"key":"7_CR6","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1016\/j.diabres.2018.02.023","volume":"138","author":"N Cho","year":"2018","unstructured":"Cho, N., et al.: Idf diabetes atlas: Global estimates of diabetes prevalence for 2017 and projections for 2045. Diabetes Res. Clin. Pract. 138, 271\u2013281 (2018)","journal-title":"Diabetes Res. Clin. Pract."},{"key":"7_CR7","first-page":"1871","volume":"9","author":"RE Fan","year":"2008","unstructured":"Fan, R.E., Chang, K.W., Hsieh, C.J., Wang, X.R., Lin, C.J.: Liblinear: a library for large linear classification. J. Mach. Learn. Res. 9, 1871\u20131874 (2008)","journal-title":"J. Mach. Learn. Res."},{"key":"7_CR8","first-page":"145","volume":"59","author":"F Garc\u00eda-S\u00e1nchez","year":"2017","unstructured":"Garc\u00eda-S\u00e1nchez, F., Paredes-Valverde, M., Valencia-Garc\u00eda, R., Alcaraz-M\u00e1rmol, G., Almela, \u00c1.: Kbs4fia: leveraging advanced knowledge-based systems for financial information analysis. Procesamiento del Lenguaje Nat. 59, 145\u2013148 (2017)","journal-title":"Procesamiento del Lenguaje Nat."},{"key":"7_CR9","unstructured":"Go, A., Bhayani, R., Huang, L.: Twitter sentiment classification using distant supervision. CS224N Project Report, Stanford 1(12), 2009 (2009)"},{"issue":"1","key":"7_CR10","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1145\/1656274.1656278","volume":"11","author":"M Hall","year":"2009","unstructured":"Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., Witten, I.H.: The weka data mining software: an update. ACM SIGKDD Explor. Newsl. 11(1), 10\u201318 (2009)","journal-title":"ACM SIGKDD Explor. Newsl."},{"key":"7_CR11","unstructured":"Hsu, C.W., Chang, C.C., Lin, C.J., et al.: A practical guide to support vector classification (2003)"},{"issue":"5","key":"7_CR12","doi-asserted-by":"publisher","first-page":"e10047","DOI":"10.2196\/10047","volume":"20","author":"M Huang","year":"2018","unstructured":"Huang, M., ElTayeby, O., Zolnoori, M., Yao, L.: Public opinions toward diseases: infodemiological study on news media data. J. Med. Internet Res. 20(5), e10047 (2018)","journal-title":"J. Med. Internet Res."},{"issue":"3","key":"7_CR13","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1504\/GBER.2015.070303","volume":"17","author":"H Ishijima","year":"2015","unstructured":"Ishijima, H., Kazumi, T., Maeda, A.: Sentiment analysis for the japanese stock market. Global Bus. Econ. Rev. 17(3), 237\u2013255 (2015)","journal-title":"Global Bus. Econ. Rev."},{"key":"7_CR14","doi-asserted-by":"publisher","first-page":"2870","DOI":"10.1109\/ACCESS.2017.2672677","volume":"5","author":"Z Jianqiang","year":"2017","unstructured":"Jianqiang, Z., Xiaolin, G.: Comparison research on text pre-processing methods on twitter sentiment analysis. IEEE Access 5, 2870\u20132879 (2017)","journal-title":"IEEE Access"},{"issue":"2","key":"7_CR15","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1111\/j.1467-8640.2006.00276.x","volume":"22","author":"M Koppel","year":"2006","unstructured":"Koppel, M., Schler, J.: The importance of neutral examples for learning sentiment. Comput. Intell. 22(2), 100\u2013109 (2006)","journal-title":"Comput. Intell."},{"issue":"1","key":"7_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1017\/S1351324912000332","volume":"20","author":"E Mart\u00ednez-C\u00e1mara","year":"2014","unstructured":"Mart\u00ednez-C\u00e1mara, E., Mart\u00edn-Valdivia, M.T., Urena-L\u00f3pez, L.A., Montejo-R\u00e1ez, A.R.: Sentiment analysis in twitter. Nat. Lang. Eng. 20(1), 1\u201328 (2014)","journal-title":"Nat. Lang. Eng."},{"key":"7_CR17","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1007\/978-3-319-48024-4_7","volume-title":"Technologies and Innovation","author":"J Medina-Moreira","year":"2016","unstructured":"Medina-Moreira, J., Lagos-Ortiz, K., Luna-Aveiga, H., Paredes, R., Valencia-Garc\u00eda, R.: Usage of diabetes self-management mobile technology: options for ecuador. In: Valencia-Garc\u00eda, R., Lagos-Ortiz, K., Alcaraz-M\u00e1rmol, G., del Cioppo, J., Vera-Lucio, N. (eds.) CITI 2016. CCIS, vol. 658, pp. 79\u201389. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-48024-4_7"},{"issue":"11","key":"7_CR18","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1145\/219717.219748","volume":"38","author":"GA Miller","year":"1995","unstructured":"Miller, G.A.: Wordnet: a lexical database for english. Commun. ACM 38(11), 39\u201341 (1995)","journal-title":"Commun. ACM"},{"key":"7_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"400","DOI":"10.1007\/978-3-319-16354-3_44","volume-title":"Advances in Information Retrieval","author":"S Moghaddam","year":"2015","unstructured":"Moghaddam, S.: Beyond sentiment analysis: mining defects and improvements from customer feedback. In: Hanbury, A., Kazai, G., Rauber, A., Fuhr, N. (eds.) ECIR 2015. LNCS, vol. 9022, pp. 400\u2013410. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-16354-3_44"},{"issue":"2","key":"7_CR20","doi-asserted-by":"publisher","first-page":"621","DOI":"10.1016\/j.eswa.2012.07.059","volume":"40","author":"R Moraes","year":"2013","unstructured":"Moraes, R., Valiati, J.F., Neto, W.P.G.: Document-level sentiment classification: an empirical comparison between svm and ann. Expert Syst. Appl. 40(2), 621\u2013633 (2013)","journal-title":"Expert Syst. Appl."},{"issue":"6","key":"7_CR21","doi-asserted-by":"publisher","first-page":"2058","DOI":"10.1016\/j.eswa.2012.10.017","volume":"40","author":"JL Ochoa","year":"2013","unstructured":"Ochoa, J.L., Valencia-Garc\u00eda, R., Perez-Soltero, A., Barcel\u00f3-Valenzuela, M.: A semantic role labelling-based framework for learning ontologies from spanish documents. Expert Syst. Appl. 40(6), 2058\u20132068 (2013)","journal-title":"Expert Syst. Appl."},{"issue":"2","key":"7_CR22","first-page":"147","volume":"12","author":"CH Orces","year":"2018","unstructured":"Orces, C.H., Lorenzo, C.: Prevalence of prediabetes and diabetes among older adults in ecuador: analysis of the sabe survey. Diab. Metab. Syndr. Clin. Res. Rev. 12(2), 147\u2013153 (2018)","journal-title":"Diab. Metab. Syndr. Clin. Res. Rev."},{"issue":"1\u20132","key":"7_CR23","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1561\/1500000011","volume":"2","author":"B Pang","year":"2008","unstructured":"Pang, B., Lee, L., et al.: Opinion mining and sentiment analysis. Found. Trends\u00ae Inf. Retrieval 2(1\u20132), 1\u2013135 (2008)","journal-title":"Found. Trends\u00ae Inf. Retrieval"},{"issue":"13","key":"7_CR24","doi-asserted-by":"publisher","first-page":"5995","DOI":"10.1016\/j.eswa.2014.03.022","volume":"41","author":"I Pe\u00f1alver-Martinez","year":"2014","unstructured":"Pe\u00f1alver-Martinez, I., et al.: Feature-based opinion mining through ontologies. Expert Syst. Appl. 41(13), 5995\u20136008 (2014)","journal-title":"Expert Syst. Appl."},{"issue":"1","key":"7_CR25","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1177\/0145721716689694","volume":"43","author":"MA Powers","year":"2017","unstructured":"Powers, M.A., et al.: Diabetes self-management education and support in type 2 diabetes: a joint position statement of the american diabetes association, the american association of diabetes educators, and the academy of nutrition and dietetics. Diabetes Educ. 43(1), 40\u201353 (2017)","journal-title":"Diabetes Educ."},{"issue":"1","key":"7_CR26","first-page":"85","volume":"24","author":"N Ram\u00edrez-Esparza","year":"2007","unstructured":"Ram\u00edrez-Esparza, N., Pennebaker, J.W., Garc\u00eda, F.A., Suri\u00e1, R.: La psicolog\u00eda del uso de las palabras: Un programa de computadora que analiza textos en espa\u00f1ol. Rev. Mex. Psicolog\u00eda 24(1), 85\u201399 (2007)","journal-title":"Rev. Mex. Psicolog\u00eda"},{"key":"7_CR27","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1155\/2017\/5140631","volume":"2017","author":"MP Salas-Z\u00e1rate","year":"2017","unstructured":"Salas-Z\u00e1rate, M.P., Medina-Moreira, J., Lagos-Ortiz, K., Luna-Aveiga, H., Rodriguez-Garcia, M.A., Valencia-Garcia, R.: Sentiment analysis on tweets about diabetes: an aspect-level approach. Comput. math. methods med. 2017, 9 (2017)","journal-title":"Comput. math. methods med."},{"key":"7_CR28","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1016\/j.knosys.2017.04.009","volume":"128","author":"MP Salas-Z\u00e1rate","year":"2017","unstructured":"Salas-Z\u00e1rate, M.P., Paredes-Valverde, M.A., Rodriguez-Garc\u00eda, M.\u00c1., Valencia-Garc\u00eda, R., Alor-Hern\u00e1ndez, G.: Automatic detection of satire in twitter: a psycholinguistic-based approach. Knowl.-Based Syst. 128, 20\u201333 (2017)","journal-title":"Knowl.-Based Syst."},{"issue":"4","key":"7_CR29","doi-asserted-by":"publisher","first-page":"458","DOI":"10.1177\/0165551516645528","volume":"43","author":"MP Salas-Z\u00e1rate","year":"2017","unstructured":"Salas-Z\u00e1rate, M.P., Valencia-Garc\u00eda, R., Ruiz-Mart\u00ednez, A., Colomo-Palacios, R.: Feature-based opinion mining in financial news: an ontology-driven approach. J. Inf. Sci. 43(4), 458\u2013479 (2017)","journal-title":"J. Inf. Sci."},{"issue":"3","key":"7_CR30","doi-asserted-by":"publisher","first-page":"813","DOI":"10.1109\/TKDE.2015.2485209","volume":"28","author":"K Schouten","year":"2015","unstructured":"Schouten, K., Frasincar, F.: Survey on aspect-level sentiment analysis. IEEE Trans. Knowl. Data Eng. 28(3), 813\u2013830 (2015)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"1","key":"7_CR31","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1002\/pra2.2017.14505401039","volume":"54","author":"G Shaw Jr","year":"2017","unstructured":"Shaw Jr., G., Karami, A.: Computational content analysis of negative tweets for obesity, diet, diabetes, and exercise. Proc. Assoc. Inf. Sci. Technol. 54(1), 357\u2013365 (2017)","journal-title":"Proc. Assoc. Inf. Sci. Technol."},{"key":"7_CR32","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1007\/978-3-642-37256-8_11","volume-title":"Computational Linguistics and Intelligent Text Processing","author":"J Suttles","year":"2013","unstructured":"Suttles, J., Ide, N.: Distant supervision for emotion classification with discrete binary values. In: Gelbukh, A. (ed.) CICLing 2013. LNCS, vol. 7817, pp. 121\u2013136. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-37256-8_11"},{"key":"7_CR33","doi-asserted-by":"crossref","unstructured":"Wilson, T., Raaijmakers, S.: Comparing word, character, and phoneme n-grams for subjective utterance recognition. In: Ninth Annual Conference of the International Speech Communication Association (2008)","DOI":"10.21437\/Interspeech.2008-270"}],"container-title":["Communications in Computer and Information Science","Technologies and Innovation"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-34989-9_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,6]],"date-time":"2022-10-06T06:19:13Z","timestamp":1665037153000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-34989-9_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030349882","9783030349899"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-34989-9_7","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"20 November 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CITI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Technologies and Innovation","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Guayaquil","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ecuador","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 December 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 December 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"citi2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/congresos.uagraria.edu.ec\/citi\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Easychair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"32","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"14","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"44% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"-","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}