{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T15:40:01Z","timestamp":1770997201958,"version":"3.50.1"},"publisher-location":"Cham","reference-count":31,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319496245","type":"print"},{"value":"9783319496252","type":"electronic"}],"license":[{"start":{"date-parts":[[2016,11,13]],"date-time":"2016-11-13T00:00:00Z","timestamp":1478995200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-49625-2_22","type":"book-chapter","created":{"date-parts":[[2016,11,12]],"date-time":"2016-11-12T09:34:31Z","timestamp":1478943271000},"page":"181-187","source":"Crossref","is-referenced-by-count":2,"title":["Research and Trends in the Studies of Collective Intelligence from 2012 to 2015"],"prefix":"10.1007","author":[{"given":"Francisca","family":"Grimon","sequence":"first","affiliation":[]},{"given":"Jaime","family":"Meza","sequence":"additional","affiliation":[]},{"given":"M\u00f3nica","family":"Vaca-Cardenas","sequence":"additional","affiliation":[]},{"given":"Josep M.","family":"Monguet","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,11,13]]},"reference":[{"key":"22_CR1","doi-asserted-by":"crossref","first-page":"455","DOI":"10.1016\/j.dss.2009.04.012","volume":"47","author":"F Gregg","year":"2009","unstructured":"Gregg, F.: Developing a collective intelligence application for special education. Decis. Support Syst. 47, 455\u2013465 (2009)","journal-title":"Decis. Support Syst."},{"key":"22_CR2","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1016\/j.lisr.2010.07.014","volume":"33","author":"H Julien","year":"2011","unstructured":"Julien, H., Pecoskie, J., Reed, K.: Trends in information behavior research, 1999\u20132008: a content analysis. Libr. Inf. Sci. Res. 33, 19\u201324 (2011)","journal-title":"Libr. Inf. Sci. Res."},{"key":"22_CR3","doi-asserted-by":"crossref","unstructured":"Cap\u00f3-Vicedo, J., Mart\u00ednez-Fern\u00e1ndez, M., Vallet-Bellmunt, T., Exp\u00f3sito-Langa, M.: An\u00e1lisis de contenido de las Publicaciones sobre Clusters y Distritos Industriales en las Revistas Espa\u00f1olas de Econ\u00f3mia. Investigaciones Europeas de Direcci\u00f3n y Econom\u00eda de la Empresa 17(2), 119\u2013141 (2011). ISSN: 1135-2523","DOI":"10.1016\/S1135-2523(12)60055-0"},{"key":"22_CR4","volume-title":"Content Analysis: An Introduction to Its Methodology","author":"K Krippendorff","year":"2004","unstructured":"Krippendorff, K.: Content Analysis: An Introduction to Its Methodology. Sage Publication, New York (2004)"},{"key":"22_CR5","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1016\/j.compedu.2013.04.016","volume":"68","author":"S Kucuk","year":"2013","unstructured":"Kucuk, S., Aydemir, M., Yildirim, G., Arpacik, O., Goktas, Y.: Educational technology research trends in Turkey from 1990 to 2011. Comput. Educ. 68, 42\u201350 (2013)","journal-title":"Comput. Educ."},{"key":"22_CR6","doi-asserted-by":"crossref","first-page":"268","DOI":"10.1016\/j.compedu.2014.06.008","volume":"78","author":"F Sheu","year":"2014","unstructured":"Sheu, F., Chen, N.: Taking a signal: a review of gesture-based computing research. Comput. Educ. 78, 268\u2013277 (2014)","journal-title":"Comput. Educ."},{"issue":"1","key":"22_CR7","first-page":"63","volume":"17","author":"L Rourke","year":"2002","unstructured":"Rourke, L., Szabo, M.: A content analysis of the \u201cjournal of distance education\u201d 1986e2001. J. Distance Educ. 17(1), 63\u201374 (2002)","journal-title":"J. Distance Educ."},{"issue":"2","key":"22_CR8","doi-asserted-by":"crossref","first-page":"955","DOI":"10.1016\/j.compedu.2007.10.004","volume":"51","author":"M Shih","year":"2008","unstructured":"Shih, M., Feng, J., Tsai, C.: Research and trends in the field of e-learning from 2001 to 2005: a content analysis of cognitive studies in selected journals. Comput. Educ. 51(2), 955\u2013967 (2008)","journal-title":"Comput. Educ."},{"issue":"1","key":"22_CR9","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1080\/0950069042000243727","volume":"27","author":"C Tsai","year":"2005","unstructured":"Tsai, C., Wen, L.: Research and trends in science education from 1998 to 2002: a content analysis of publication in selected journals. Int. J. Sci. Educ. 27(1), 3\u201314 (2005)","journal-title":"Int. J. Sci. Educ."},{"key":"22_CR10","unstructured":"Grim\u00f3n, F.: Modelo para la gesti\u00f3n de dominios de contenido en sistemas hipermedia adaptativos aplicados a entornos de educaci\u00f3n superior semipresencial. Tesis Doctoral Universidad Polit\u00e9cnica de Catalu\u00f1a, Espa\u00f1a (2008)"},{"issue":"2","key":"22_CR11","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1097\/01.NNR.0000313482.33917.7d","volume":"57","author":"L Burla","year":"2008","unstructured":"Burla, L., Knierim, B., Barth, J., Liewald, K., Duetz, M., Abel, T.: From text to codings: intercoder reliability assessment in qualitative content analysis. Nurs. Res. 57(2), 113\u2013117 (2008)","journal-title":"Nurs. Res."},{"key":"22_CR12","volume-title":"Nursing Research: Principles and Methods","author":"D Polit","year":"1999","unstructured":"Polit, D., Hungler, B.: Nursing Research: Principles and Methods, 6th edn. Lippincott, Philadelphia (1999)","edition":"6"},{"key":"22_CR13","unstructured":"Day, R.: C\u00f3mo escribir y publicar trabajos cient\u00edficos. Tercera edici\u00f3n en espa\u00f1ol. Publicaci\u00f3n Cient\u00edfica y T\u00e9cnica No. 598 (2005). ISBN 92 75 31598 1"},{"key":"22_CR14","first-page":"1019","volume":"37","author":"C Zott","year":"2011","unstructured":"Zott, C., Amit, R., Massa, L.: The business model: recent developments and future research. J. Manag. 37, 1019\u20131042 (2011)","journal-title":"J. Manag."},{"key":"22_CR15","unstructured":"G\u00f3mez, M.: An\u00e1lisis de contenido cualitativo y cuantitativo: Definici\u00f3n, clasificaci\u00f3n y metodolog\u00eda. Revista de Ciencias Humanas, 20 (2000)"},{"issue":"4","key":"22_CR16","doi-asserted-by":"crossref","first-page":"138","DOI":"10.19173\/irrodl.v15i4.1785","volume":"15","author":"M Recker","year":"2014","unstructured":"Recker, M., Yuan, M., Ye, L.: Crowdteaching: supporting teaching as designing in collective intelligence communities. Int. Rev. Res. Open Distance Learn. 15(4), 138\u2013159 (2014)","journal-title":"Int. Rev. Res. Open Distance Learn."},{"issue":"Suppl 1","key":"22_CR17","doi-asserted-by":"crossref","first-page":"S5","DOI":"10.1007\/s10916-012-9886-3","volume":"36","author":"G Hern\u00e1ndez-Chan","year":"2012","unstructured":"Hern\u00e1ndez-Chan, G., Rodr\u00edguez-Gonz\u00e1lez, A., Alor-Hern\u00e1ndez, G., G\u00f3mez-Berb\u00eds, J., Mayer-Pujadas, M., Posada-G\u00f3mez, R.: Knowledge acquisition for medical diagnosis using collective intelligence. J. Med. Syst. 36(Suppl 1), S5\u2013S9 (2012)","journal-title":"J. Med. Syst."},{"key":"22_CR18","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.ins.2009.08.003","volume":"180","author":"I Lykourentzou","year":"2010","unstructured":"Lykourentzou, I., Papadaki, K., Vergados, D., Polemi, D., Loumos, V.: CorpWiki: a self-regulating wiki to promote corporate collective intelligence through expert peer matching. Inf. Sci. 180, 18\u201338 (2010)","journal-title":"Inf. Sci."},{"key":"22_CR19","unstructured":"Davidson, C.N.: \u2018Collective IQ\u2019, HASTAC (2010). http:\/\/www.hastac.org\/blogs\/cathy-davidson\/collective-iq"},{"issue":"1\u20132","key":"22_CR20","first-page":"109","volume":"11","author":"K Singletary","year":"2011","unstructured":"Singletary, K.: Interdisciplinary intellect HASTAC and the commitment to encourage collective intelligence. Arts Humanit. High. Educ. 11(1\u20132), 109\u2013119 (2011)","journal-title":"Arts Humanit. High. Educ."},{"issue":"1","key":"22_CR21","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1109\/TE.2010.2046491","volume":"54","author":"W Tsai","year":"2011","unstructured":"Tsai, W., Li, W., Elston, J., Chen, Y.: Collaborative learning using wiki web sites for computer science undergraduate education: a case study. IEEE Trans. Educ. 54(1), 114\u2013124 (2011)","journal-title":"IEEE Trans. Educ."},{"key":"22_CR22","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1016\/j.robot.2014.10.022","volume":"75","author":"N Ayari","year":"2015","unstructured":"Ayari, N., Chibani, A., Amirat, Y., Matson, E.: A semantic approach for enhancing assistive services in ubiquitous robotics. Robot. Auton. Syst. 75, 17\u201327 (2015)","journal-title":"Robot. Auton. Syst."},{"key":"22_CR23","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"432","DOI":"10.1007\/978-3-642-31374-5_31","volume-title":"Intelligent Computer Mathematics","author":"X Chen","year":"2012","unstructured":"Chen, X., Li, W., Luo, J., Wang, D.: Open geometry textbook: a case study of knowledge acquisition via collective intelligence. In: Jeuring, J., Campbell, J.A., Carette, J., Reis, G., Sojka, P., Wenzel, M., Sorge, V. (eds.) CICM 2012. LNCS (LNAI), vol. 7362, pp. 432\u2013437. Springer, Heidelberg (2012). doi: 10.1007\/978-3-642-31374-5_31"},{"issue":"5","key":"22_CR24","doi-asserted-by":"crossref","first-page":"469","DOI":"10.1007\/s00287-011-0535-x","volume":"34","author":"M Janik","year":"2011","unstructured":"Janik, M., Scherp, A., Staab, S.: The semantic web: collective intelligence on the web. Informatik Spektrum 34(5), 469\u2013483 (2011). Springer","journal-title":"Informatik Spektrum"},{"issue":"3","key":"22_CR25","first-page":"214","volume":"15","author":"S Huang","year":"2012","unstructured":"Huang, S., Shiu, J.: A user-centric adaptive learning system for e-learning 2.0 a user-centric adaptive learning system for e-learning 2.0. Educ. Technol. Soc. 15(3), 214\u2013225 (2012)","journal-title":"Educ. Technol. Soc."},{"key":"22_CR26","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1016\/j.ism.2013.11.001","volume":"2","author":"M Saba","year":"2014","unstructured":"Saba, M., De R\u00e9murb, D., Gerbaix, S.: ICT implementation. Going beyond expectations? An essay of interpretation through competitive intelligence. Int. Strateg. Manage. Rev. 2, 46\u201355 (2014)","journal-title":"Int. Strateg. Manage. Rev."},{"key":"22_CR27","doi-asserted-by":"crossref","first-page":"1367","DOI":"10.1016\/j.protcy.2014.10.154","volume":"16","author":"R Cruz-Correia","year":"2014","unstructured":"Cruz-Correia, R.: AprendIS: a tool for (in)formal learning in health informatics. Procedia Technol. 16, 1367\u20131373 (2014)","journal-title":"Procedia Technol."},{"issue":"2015","key":"22_CR28","first-page":"7","volume":"97","author":"J Glenn","year":"2013","unstructured":"Glenn, J.: Collective intelligence and an application by the millennium project. Technol. Forecast. Soc. Chang. 97(2015), 7\u201314 (2013)","journal-title":"Technol. Forecast. Soc. Chang."},{"key":"22_CR29","doi-asserted-by":"crossref","first-page":"332","DOI":"10.1016\/j.eswa.2014.07.036","volume":"42","author":"M Maleszka","year":"2015","unstructured":"Maleszka, M., Nguyen, N.: Integration computing and collective intelligence. Expert Syst. Appl. 42, 332\u2013340 (2015)","journal-title":"Expert Syst. Appl."},{"issue":"2013","key":"22_CR30","doi-asserted-by":"crossref","first-page":"2726","DOI":"10.1016\/j.eswa.2012.11.020","volume":"40","author":"Y Perez-Gallardo","year":"2013","unstructured":"Perez-Gallardo, Y., Alor-Hernandez, G., Cortes-Robles, G.: Collective intelligence as mechanism of medical diagnosis: the iPixel approach. Expert Syst. Appl. 40(2013), 2726\u20132737 (2013)","journal-title":"Expert Syst. Appl."},{"key":"22_CR31","first-page":"35","volume":"96","author":"F Fern\u00e1ndez","year":"2002","unstructured":"Fern\u00e1ndez, F.: El an\u00e1lisis de contenido como ayuda metodol\u00f3gica para la investigaci\u00f3n. Ciencias Sociales 96, 35\u201353 (2002)","journal-title":"Ciencias Sociales"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","E-Learning, E-Education, and Online Training"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-49625-2_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,15]],"date-time":"2019-09-15T14:31:43Z","timestamp":1568557903000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-49625-2_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,11,13]]},"ISBN":["9783319496245","9783319496252"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-49625-2_22","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"value":"1867-8211","type":"print"},{"value":"1867-822X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,11,13]]}}}