{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,10]],"date-time":"2024-09-10T14:59:12Z","timestamp":1725980352954},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319927527"},{"type":"electronic","value":"9783319927534"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","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":[[2018]]},"DOI":"10.1007\/978-3-319-92753-4_18","type":"book-chapter","created":{"date-parts":[[2018,6,7]],"date-time":"2018-06-07T07:26:53Z","timestamp":1528356413000},"page":"214-221","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Data Mining as a Cloud Service for\u00a0Learning Artificial Intelligence"],"prefix":"10.1007","author":[{"given":"Weishan","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hao","family":"Lv","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liang","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xin","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiehan","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,6,6]]},"reference":[{"key":"18_CR1","unstructured":"http:\/\/mahout.apache.org\/"},{"key":"18_CR2","unstructured":"http:\/\/spark.apache.org\/mllib\/"},{"key":"18_CR3","first-page":"21","volume-title":"Predictive Analytics with Microsoft Azure Machine Learning","author":"Roger Barga","year":"2014","unstructured":"Barga, R., Fontama, V., Tok, W.H.: Predictive Analytics with Microsoft Azure Machine Learning, pp. 21\u201342 (2014)"},{"key":"18_CR4","doi-asserted-by":"crossref","unstructured":"Villegas-Ch, W., Luj\u00e1n-Mora, S.: Analysis of data mining techniques applied to LMS for personalized education. In: IEEE World Engineering Education Conference (EDUNINE), pp. 85\u201389. IEEE (2017)","DOI":"10.1109\/EDUNINE.2017.7918188"},{"issue":"2","key":"18_CR5","doi-asserted-by":"publisher","first-page":"220","DOI":"10.18608\/jla.2016.32.11","volume":"3","author":"P Blikstein","year":"2016","unstructured":"Blikstein, P., Worsley, M.: Multimodal learning analytics and education data mining: using computational technologies to measure complex learning tasks. J. Learn. Anal. 3(2), 220\u2013238 (2016)","journal-title":"J. Learn. Anal."},{"key":"18_CR6","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1016\/j.compedu.2017.05.021","volume":"113","author":"C Angeli","year":"2017","unstructured":"Angeli, C., Howard, S., Ma, J., Yang, J., Kirschner, P.A.: Data mining in educational technology classroom research: can it make a contribution? Comput. Educ. 113, 226\u2013242 (2017)","journal-title":"Comput. Educ."},{"issue":"6","key":"18_CR7","doi-asserted-by":"publisher","first-page":"18","DOI":"10.9790\/0837-0661821","volume":"6","author":"Bhise R.B","year":"2013","unstructured":"Bhise, R., Thorat, S., Supekar, A.: Importance of data mining in higher education system. IOSR J. Hum. Soc. Sci. (IOSR-JHSS) 6(6), 18\u201321 (2013). ISSN: 2279-0837","journal-title":"IOSR Journal of Humanities and Social Science"},{"issue":"2","key":"18_CR8","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1109\/MS.2016.31","volume":"33","author":"W Zhang","year":"2016","unstructured":"Zhang, W., Xu, L., Li, Z., Lu, Q., Liu, Y.: A deep-intelligence framework for online video processing. IEEE Softw. 33(2), 44\u201351 (2016)","journal-title":"IEEE Softw."},{"issue":"1","key":"18_CR9","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"J Dean","year":"2008","unstructured":"Dean, J., Ghemawat, S.: Mapreduce: simplified data processing on large clusters. Commun. ACM 51(1), 107\u2013113 (2008)","journal-title":"Commun. ACM"},{"issue":"10","key":"18_CR10","first-page":"95","volume":"10","author":"M Zaharia","year":"2010","unstructured":"Zaharia, M., Chowdhury, M., Franklin, M.J., Shenker, S., Stoica, I.: Spark: cluster computing with working sets. HotCloud 10(10), 95 (2010)","journal-title":"HotCloud"},{"key":"18_CR11","doi-asserted-by":"crossref","unstructured":"Vavilapalli, V.K., Murthy, A.C., Douglas, C., Agarwal, S., Konar, M., Evans, R., Graves, T., Lowe, J., Shah, H., Seth, S., et al.: Apache Hadoop Yarn: yet another resource negotiator. In: Proceedings of the 4th Annual Symposium on Cloud Computing, p. 5. ACM (2013)","DOI":"10.1145\/2523616.2523633"},{"key":"18_CR12","doi-asserted-by":"crossref","unstructured":"Chen, T., Guestrin, C.: XGboost: a scalable tree boosting system. In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 785\u2013794. ACM (2016)","DOI":"10.1145\/2939672.2939785"}],"container-title":["Lecture Notes in Computer Science","Image and Video Technology"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-92753-4_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,6,7]],"date-time":"2018-06-07T07:34:50Z","timestamp":1528356890000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-92753-4_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319927527","9783319927534"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-92753-4_18","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]}}}