{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,28]],"date-time":"2026-01-28T04:49:13Z","timestamp":1769575753047,"version":"3.49.0"},"reference-count":12,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2015,1,11]],"date-time":"2015-01-11T00:00:00Z","timestamp":1420934400000},"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":["Tech Know Learn"],"published-print":{"date-parts":[[2015,10]]},"DOI":"10.1007\/s10758-015-9244-x","type":"journal-article","created":{"date-parts":[[2015,1,10]],"date-time":"2015-01-10T07:31:17Z","timestamp":1420875077000},"page":"357-360","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["J. A. Larusson, B. White (eds): Learning Analytics: From Research to Practice"],"prefix":"10.1007","volume":"20","author":[{"given":"Crist\u00f3bal","family":"Romero","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sebasti\u00e1n","family":"Ventura","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,1,11]]},"reference":[{"issue":"1","key":"9244_CR1","first-page":"3","volume":"1","author":"R Baker","year":"2009","unstructured":"Baker, R., & Yacef, K. (2009). The state of educational data mining in 2009: A review and future visions. Journal of Educational Data Mining, 1(1), 3\u201317.","journal-title":"Journal of Educational Data Mining"},{"key":"9244_CR2","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1007\/s10758-014-9223-7","volume":"19","author":"M Berland","year":"2014","unstructured":"Berland, M., Baker, R. S., & Blikstein, P. (2014). Educational data mining and learning analytics: Applications to constructionist research. Technology, Knowledge and Learning, 19, 205\u2013220.","journal-title":"Technology, Knowledge and Learning"},{"key":"9244_CR3","unstructured":"Campbell, J. P., DeBlois, P. B., & Oblinger, D. G. (2007). Academic analytics: A new tool for a new era. Educase Review, 42(4), 41\u201357."},{"key":"9244_CR12","unstructured":"DiCerbo, K., & Behrens, J. (2012). Implications of the digital ocean on current and future assessment. In R. Lissitz & H. Jiao (Eds.), Computers and their impact on state assessment: Recent history and predictions for the future (pp. 273\u2013306)."},{"key":"9244_CR4","doi-asserted-by":"crossref","unstructured":"Ferreira, S. A., & Andrade, A. (2014). Academic analytics: Anatomy of an exploratory essay. Education and Information Technologies, 20, 1\u201315.","DOI":"10.1007\/s10639-014-9317-9"},{"key":"9244_CR5","unstructured":"Hawksey, M. Baker, R., Jeffery, N., Behrens, J. T., & Pea, R. (2013). Educational data scientists: a scarce breed. Proceedings of the Third International Conference on Learning Analytics and Knowledge, 278\u2013281."},{"key":"9244_CR6","doi-asserted-by":"crossref","first-page":"1893","DOI":"10.1016\/j.compedu.2011.04.003","volume":"57","author":"S Martin","year":"2011","unstructured":"Martin, S., Diaz, G., Sancristobal, E., Gil, R., Castro, M., & Peire, J. (2011). New technology trends in education: Seven years of forecasts and convergence. Computer and Education, 57, 1893\u20131906.","journal-title":"Computer and Education"},{"key":"9244_CR7","doi-asserted-by":"crossref","first-page":"524","DOI":"10.1007\/978-3-319-02738-8","volume-title":"Education data mining: Applications and trends","author":"A Pe\u00f1a-Ayala","year":"2014","unstructured":"Pe\u00f1a-Ayala, A. (2014). Education data mining: Applications and trends (p. 524). Newyork: Springer."},{"key":"9244_CR8","doi-asserted-by":"crossref","unstructured":"Pitey, P. J., Hickey, D. T., & Bishop, M. J. (2014). Educational data sciences: framing emergent practices for analytics of learning, organizations, and systems. Proceedings of the Fourth International Conference on Learning Analytics and Knowledge, 193\u2013202.","DOI":"10.1145\/2567574.2567582"},{"issue":"1","key":"9244_CR9","first-page":"12","volume":"3","author":"C Romero","year":"2013","unstructured":"Romero, C., & Ventura, S. (2013). Data mining in education. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 3(1), 12\u201327.","journal-title":"Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"},{"key":"9244_CR10","doi-asserted-by":"crossref","DOI":"10.1201\/b10274","volume-title":"Handbook of educational data mining","author":"C Romero","year":"2010","unstructured":"Romero, C., Ventura, S., Pechenizky, M., & Baker, S. (2010). Handbook of educational data mining. Boca Raton: CRC Press, Taylor & Francis Group."},{"key":"9244_CR11","doi-asserted-by":"crossref","unstructured":"Siemens, G., & Baker, R. (2012). Learning analytics and educational data mining: Towards communication and collaboration. Proceedings of the 2nd International Conference on Learning Analytics and Knowledge, 252\u2013254.","DOI":"10.1145\/2330601.2330661"}],"container-title":["Technology, Knowledge and Learning"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10758-015-9244-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10758-015-9244-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10758-015-9244-x","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,30]],"date-time":"2019-05-30T19:48:35Z","timestamp":1559245715000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10758-015-9244-x"}},"subtitle":["Springer Science+Business Media, New York, 2014, DOI:10.1007\/978-1-4614-3305-7"],"short-title":[],"issued":{"date-parts":[[2015,1,11]]},"references-count":12,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2015,10]]}},"alternative-id":["9244"],"URL":"https:\/\/doi.org\/10.1007\/s10758-015-9244-x","relation":{},"ISSN":["2211-1662","2211-1670"],"issn-type":[{"value":"2211-1662","type":"print"},{"value":"2211-1670","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,1,11]]}}}