{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T06:04:39Z","timestamp":1743141879527,"version":"3.40.3"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319312316"},{"type":"electronic","value":"9783319312323"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-31232-3_24","type":"book-chapter","created":{"date-parts":[[2016,2,29]],"date-time":"2016-02-29T20:32:02Z","timestamp":1456777922000},"page":"253-262","source":"Crossref","is-referenced-by-count":11,"title":["A Survey on Open Source Data Mining Tools for SMEs"],"prefix":"10.1007","author":[{"given":"Pedro","family":"Almeida","sequence":"first","affiliation":[]},{"given":"Jorge","family":"Bernardino","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,3,2]]},"reference":[{"key":"24_CR1","unstructured":"Fayyad, M. U., Piatetsky-Shapiro, G., Smyth, P. Advances in knowledge discovery and data mining, pp. 1\u201434. American Association for Artificial Intelligence, Menlo Park, CA (1996)"},{"key":"24_CR2","doi-asserted-by":"crossref","unstructured":"Borges, C. L., Marques, M. V., Bernardino, J. Comparison of data mining techniques and tools for data classification. C3S2E \u201813 Proceedings of the International C* Conference on Computer Science and Software Engineering. pp 113\u2013116 (2013)","DOI":"10.1145\/2494444.2494451"},{"key":"24_CR3","doi-asserted-by":"crossref","first-page":"531","DOI":"10.1016\/B978-0-12-374856-0.00015-8","volume-title":"Data Mining: Practical Machine Learning Tools and Techniques","author":"Ian H. Witten","year":"2011","unstructured":"Witten, H. I., Frank, E., Hall, A. M. Data Mining: Practical Machine Learning Tools and Techniques, 3rd Edition. Morgan Kaufmann, Massachusetts (2011)"},{"key":"24_CR4","doi-asserted-by":"crossref","unstructured":"Hasim, N., Haris, A. N. A study of open-source data mining tools for forecasting. IMCOM - Proc. of 9th Int. Conf, on Ubiquitous Information Management and Communication. (2015)","DOI":"10.1145\/2701126.2701152"},{"key":"24_CR5","unstructured":"Shearer, C.: The CRISP-DM Model: The New Blueprint for Data Mining. Journal of Data Warehousing. 5, 13\u201423 (2000)"},{"key":"24_CR6","first-page":"279","volume-title":"Data Mining","author":"Jiawei Han","year":"2012","unstructured":"Han, J., Kamber, M., Pei, J.: Data Mining: Concepts and Techniques, 3rd Edition. Morgan Kaufmann, Massachusetts (2012)"},{"key":"24_CR7","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1007\/978-1-4612-0685-9_1","volume-title":"Beyond Calculation","author":"Gordon Bell","year":"1997","unstructured":"Bell, G., Gray, N. J.: The revolution yet to happen. Beyond calculation. Copernicus, New York (1997)"},{"key":"24_CR8","doi-asserted-by":"crossref","unstructured":"Jovic, A., Brkic, K., Bogunovic, N.. An overview of free software tools for general data mining. 37th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO). pp 1112 -\u2013 1117 (2014)","DOI":"10.1109\/MIPRO.2014.6859735"},{"key":"24_CR9","doi-asserted-by":"crossref","unstructured":"Fern\u00e1ndez, A., R\u00edo, S., L\u00f3pez, V., Bawakid, A., Jesus, M. J., Ben\u00edtez, J. M., & Herrera, F. Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks. WIREs Data Mining Knowl Discov, 4: 380\u2013409. (2014)","DOI":"10.1002\/widm.1134"},{"key":"24_CR10","unstructured":"Alcal\u00e1-Fdez, J., Fernandez, A., Luengo, J., Derrac, J., Garc\u00eda, S., S\u00e1nchez, L., Herrera, F.. KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework. Journal of Soft Computing 17:2-3\u00a0pp. 255\u2014287 (2011)"},{"key":"24_CR11","unstructured":"KNIME, \n http:\/\/www.knime.org"},{"key":"24_CR12","unstructured":"Dem\u0161ar, J., Curk, T., Erjavec, A. Orange: Data Mining Toolbox in Python; Journal of Machine Learning Research, vol. 14, pp. 2349\u22122353, (2013)"},{"key":"24_CR13","unstructured":"Rapid Miner, \n http:\/\/rapidminer.com"},{"key":"24_CR14","unstructured":"R Project, \n http:\/\/www.r-project.org\/"},{"key":"24_CR15","unstructured":"Hornik, K. The R FAQ. \n http:\/\/cran.r-project.org\/doc\/FAQ\/R-FAQ\n \n (2015)"},{"key":"24_CR16","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1007\/978-3-642-31057-7_6","volume-title":"ECOOP 2012 \u2013 Object-Oriented Programming","author":"Flor\u00e9al Morandat","year":"2012","unstructured":"Morandat F., Hill, B., Osvald, L., Vitek, J. Evaluating the design of the R language: objects and functions for data analysis. ECOOP\u201912 Proceedings of the 26th European conference on Object-Oriented Programming, pp 104\u2013131 (2012)"},{"key":"24_CR17","unstructured":"RStudio, \n http:\/\/www.rstudio.com\/products\/rstudio"},{"key":"24_CR18","unstructured":"Rakotomalala, R. TANAGRA : un logiciel gratuit pour l\u2019enseignement et la recherch\u00e9. Actes de EGC\u20192005, RNTI-E-3, vol. 2, pp.697\u2013702, (2005)"},{"issue":"1","key":"24_CR19","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1145\/1656274.1656278","volume":"11","author":"Mark Hall","year":"2009","unstructured":"Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., Witten, H. I.. The WEKA Data Mining Software: An Update. SIGKDD Explorations, vol. 11 (1), pp. 10\u201318 (2009)","journal-title":"ACM SIGKDD Explorations Newsletter"},{"key":"24_CR20","unstructured":"Olowe-Adedoyin, M., Gabet, M., Stahl, F. A Survey of Data Mining Techniques for Social"},{"key":"24_CR21","unstructured":"Network Analysis. Journal of Data Mining & Digital Humanities, vol. 2014 (2014)"},{"key":"24_CR22","unstructured":"Talia, D. 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services (ICSDM), pp 1-4 (2015)"},{"issue":"1","key":"24_CR23","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1057\/jit.2014.31","volume":"30","author":"Stephanie L Woerner","year":"2015","unstructured":"Woerner, S., Wixom, B. Big data: extending the business strategy toolbox. Journal of Information Technology, vol. 30, pp 60-62 (2015)","journal-title":"Journal of Information Technology"}],"container-title":["Advances in Intelligent Systems and Computing","New Advances in Information Systems and Technologies"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-31232-3_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T12:25:00Z","timestamp":1559391900000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-31232-3_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319312316","9783319312323"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-31232-3_24","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2016]]}}}