{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T16:57:55Z","timestamp":1742921875707,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319988719"},{"type":"electronic","value":"9783319988726"}],"license":[{"start":{"date-parts":[[2018,9,23]],"date-time":"2018-09-23T00:00:00Z","timestamp":1537660800000},"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\/978-3-319-98872-6_5","type":"book-chapter","created":{"date-parts":[[2018,9,22]],"date-time":"2018-09-22T12:23:16Z","timestamp":1537618996000},"page":"37-44","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Real Marks Analysis for Predicting Students\u2019 Performance"],"prefix":"10.1007","author":[{"given":"Giulio","family":"Angiani","sequence":"first","affiliation":[]},{"given":"Alberto","family":"Ferrari","sequence":"additional","affiliation":[]},{"given":"Paolo","family":"Fornacciari","sequence":"additional","affiliation":[]},{"given":"Monica","family":"Mordonini","sequence":"additional","affiliation":[]},{"given":"Michele","family":"Tomaiuolo","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,9,23]]},"reference":[{"key":"5_CR1","doi-asserted-by":"crossref","unstructured":"Angiani, G., Fornacciari, P., Iotti, E., Mordonini, M., Tomaiuolo, M.: Models of participation in social networks, pp. 196\u2013224. IGI Global (2017)","DOI":"10.4018\/978-1-5225-1963-8.ch010"},{"issue":"5","key":"5_CR2","first-page":"187","volume":"17","author":"R Asif","year":"2017","unstructured":"Asif, R., Hina, S., Haque, S.I.: Predicting student academic performance using data mining methods. Int. J. Comput. Sci. Netw. Secur. 17(5), 187\u2013191 (2017)","journal-title":"Int. J. Comput. Sci. Netw. Secur."},{"key":"5_CR3","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1016\/j.compedu.2017.05.007","volume":"113","author":"R Asif","year":"2017","unstructured":"Asif, R., Merceron, A., Ali, S.A., Haider, N.G.: Analyzing undergraduate students\u2019 performance using educational data mining. Comput. Educ. 113, 177\u2013194 (2017)","journal-title":"Comput. Educ."},{"issue":"3","key":"5_CR4","doi-asserted-by":"publisher","first-page":"112","DOI":"10.1016\/B978-0-08-044894-7.01318-X","volume":"7","author":"R Baker","year":"2010","unstructured":"Baker, R., et al.: Data mining for education. Int. Encycl. Educ. 7(3), 112\u2013118 (2010)","journal-title":"Int. Encycl. Educ."},{"key":"5_CR5","doi-asserted-by":"crossref","unstructured":"Daud, A., Aljohani, N.R., Abbasi, R.A., Lytras, M.D., Abbas, F., Alowibdi, J.S.: Predicting student performance using advanced learning analytics. In: Proceedings of the 26th International Conference on World Wide Web Companion, pp. 415\u2013421 (2017)","DOI":"10.1145\/3041021.3054164"},{"key":"5_CR6","first-page":"681","volume-title":"International Joint Conference SOCO\u201916-CISIS\u201916-ICEUTE\u201916","author":"Pietro Ducange","year":"2016","unstructured":"Ducange, P., Pecori, R., Sarti, L., Vecchio, M.: Educational big data mining: how to enhance virtual learning environments. In: International Joint Conference SOCO 2016-CISIS 2016-ICEUTE 2016, pp. 681\u2013690. Springer, Cham (2016)"},{"issue":"5\u20136","key":"5_CR7","doi-asserted-by":"publisher","first-page":"304","DOI":"10.1504\/IJTEL.2012.051816","volume":"4","author":"R Ferguson","year":"2012","unstructured":"Ferguson, R.: Learning analytics: drivers, developments and challenges. Int. J. Technol. Enhanc. Learn. 4(5\u20136), 304\u2013317 (2012)","journal-title":"Int. J. Technol. Enhanc. Learn."},{"key":"5_CR8","unstructured":"Fornacciari, P., Mordonini, M., Tomaiuolo, M.: Social network and sentiment analysis on twitter: towards a combined approach. In: KDWeb 2015. CEUR Workshop Proceedings, vol. 1489. CEUR-WS.org (2015)"},{"key":"5_CR9","unstructured":"Gazzetta: Codice di deontologia e di buona condotta per i trattamenti di dati personali per scopi statistici e scientifici. Gazzetta Ufficiale della Repubblica Italiana 2004(190) (2004)"},{"issue":"1","key":"5_CR10","first-page":"79","volume":"4","author":"S Jadhav","year":"2017","unstructured":"Jadhav, S., He, H., Jenkins, K.W.: An academic review: applications of data mining techniques in finance industry. Int. J. Soft Comput. Artif. Intell. 4(1), 79\u201395 (2017)","journal-title":"Int. J. Soft Comput. Artif. Intell."},{"key":"5_CR11","unstructured":"Kapur, B., Ahluwalia, N., Sathyaraj, R.: Comparative study on marks prediction using data mining and classification algorithms. Int. J. Adv. Res. Comput. Sci. 8(3) (2017)"},{"issue":"1","key":"5_CR12","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1111\/exsy.12135","volume":"33","author":"C M\u00e1rquez-Vera","year":"2016","unstructured":"M\u00e1rquez-Vera, C., Cano, A., Romero, C., Noaman, A.Y.M., Mousa Fardoun, H., Ventura, S.: Early dropout prediction using data mining: a case study with high school students. Expert Syst. 33(1), 107\u2013124 (2016)","journal-title":"Expert Syst."},{"issue":"4","key":"5_CR13","first-page":"10489","volume":"7","author":"BA Pereira","year":"2017","unstructured":"Pereira, B.A., Pai, A., Fernandes, C.: A comparative analysis of decision tree algorithms for predicting student\u2019s performance. Int. J. Eng. Sci. 7(4), 10489\u201310492 (2017)","journal-title":"Int. J. Eng. Sci."},{"key":"5_CR14","doi-asserted-by":"crossref","unstructured":"Rao, K.P., Rao, M.C., Ramesh, B.: Predicting learning behavior of students using classification techniques. Int. J. Comput. Appl. 139(7) (2016)","DOI":"10.5120\/ijca2016909188"},{"key":"5_CR15","unstructured":"Saarela, M., Yener, B., Zaki, M.J., K\u00e4rkk\u00e4inen, T.: Predicting math performance from raw large-scale educational assessments data: a machine learning approach. In: JMLR Workshop and Conference Proceedings, vol. 48. JMLR (2016)"},{"key":"5_CR16","unstructured":"Venkatesh, S., Chandrakala, D.: A survey on predictive analysis of weather forecast. Weather (2017)"},{"issue":"1","key":"5_CR17","first-page":"14","volume":"9","author":"R Vidhu","year":"2017","unstructured":"Vidhu, R., Kiruthika, S.: A survey on data mining techniques and their comparison approaches for healthcare. Data Min. Knowl. Eng. 9(1), 14\u201319 (2017)","journal-title":"Data Min. Knowl. Eng."},{"key":"5_CR18","doi-asserted-by":"crossref","unstructured":"Xu, J., Han, Y., Marcu, D., Van Der\u00a0Schaar, M.: Progressive prediction of student performance in college programs. In: Thirty-First AAAI Conference on Artificial Intelligence, pp. 1604\u20131610 (2017)","DOI":"10.1609\/aaai.v31i1.10713"}],"container-title":["Advances in Intelligent Systems and Computing","Methodologies and Intelligent Systems for Technology Enhanced Learning, 8th International Conference"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-98872-6_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,18]],"date-time":"2024-10-18T13:12:32Z","timestamp":1729257152000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-98872-6_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9,23]]},"ISBN":["9783319988719","9783319988726"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-98872-6_5","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2018,9,23]]},"assertion":[{"value":"23 September 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MIS4TEL","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference in Methodologies and intelligent Systems for Techhnology Enhanced Learning","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Toledo","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 June 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 June 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"mistel2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.mis4tel-conference.net\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}