{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T03:28:13Z","timestamp":1725852493191},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319215686"},{"type":"electronic","value":"9783319215693"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-21569-3_8","type":"book-chapter","created":{"date-parts":[[2016,4,4]],"date-time":"2016-04-04T05:20:33Z","timestamp":1459747233000},"page":"143-165","source":"Crossref","is-referenced-by-count":13,"title":["Big Data Usage"],"prefix":"10.1007","author":[{"given":"Tilman","family":"Becker","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"8_CR1","unstructured":"Anderson, C. The end of theory. Wired, 16.07, 2008. Available at \n                  http:\/\/archive.wired.com\/science\/discoveries\/magazine\/16-07\/pb_theory"},{"key":"8_CR2","unstructured":"Apache Spark. \n                  http:\/\/spark.apache.org\/\n                  \n                , (last retrieved April 2014)."},{"key":"8_CR3","unstructured":"Bertolucci, J. IBM\u2019s Predictions: 6 Big Data Trends In 2014, December 2013. Available at \n                  http:\/\/www.informationweek.com\/big-data\/big-data-analytics\/ibms-predictions-6-big-data-trends-in-2014-\/d\/d-id\/1113118"},{"key":"8_CR27","unstructured":"Bitkom. (Ed.). (2012). Big Data im Praxiseinsatz \u2013 Szenarien, Beispiele, Effekte. Available at \n                  http:\/\/www.bitkom.org\/files\/documents\/BITKOM_LF_big_data_2012_online%281%29.pdf"},{"key":"8_CR4","doi-asserted-by":"crossref","unstructured":"Buschbeck, S., Jameson, A., Spirescu, A., Schneeberger, T., Troncy, R., & Khrouf, H., et al. (2013). Parallel faceted browsing. In Extended Abstracts of CHI 2013, the Conference on Human Factors in Computing Systems (Interactivity Track).","DOI":"10.1145\/2468356.2479601"},{"key":"8_CR5","unstructured":"Chattopadhyay, B. (Google), Youtube Data Warehouse, Latest technologies behind Youtube, including Dremel and Tenzing, XLDB 2011, Stanford."},{"key":"8_CR6","unstructured":"Chauhan, N. (2013). Modernizing machine-to-machine interactions: A platform for Igniting the Next Industrial Revolution, GE Software. Available at \n                  http:\/\/www.gesoftware.com\/sites\/default\/files\/GE-Software-Modernizing-Machine-to-Machine-Interactions.pdf"},{"issue":"1","key":"8_CR7","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"J Dean","year":"2008","unstructured":"Dean, J., & Ghemawat, S. (2008). MapReduce: Simplified data processing on large clusters. Communications of the ACM, 51(1), 107\u2013113.","journal-title":"Communications of the ACM"},{"key":"8_CR8","unstructured":"e-skills. (2013). Big Data Analytics: An assessment of demand for labour and skills, 2012-2017. e-skills, London. Available at \n                  http:\/\/www.e-skills.com\/research\/research-publications\/big-data-analytics\/"},{"key":"8_CR9","unstructured":"Evans, P. C., Annunziata, M. (2012). Industrial internet: Pushing the boundaries of minds and machines, GE, November 26, 2012."},{"key":"8_CR10","unstructured":"Gowing, W., & Nickson, J. (2010) Pseudonymisation Technical White Paper, NHS connecting for health, March 2010."},{"key":"8_CR11","unstructured":"Groves, P., Kayyali, B., Knott, D., & Van Kuiken, S. (2013). The \u2018big data\u2019 revolution in healthcare, January 2013. Available at \n                  http:\/\/www.mckinsey.com\/insights\/health_systems\/~\/media\/7764A72F70184C8EA88D805092D72D58.ashx"},{"key":"8_CR12","volume-title":"Anonymisation: Managing data protection risk code of practice","author":"ICO","year":"2012","unstructured":"ICO. (2012). Anonymisation: Managing data protection risk code of practice. Wilmslow: Information Commissioner\u2019s Office."},{"key":"8_CR13","unstructured":"Javed, W., Ghani, S., & Elmqvist, N. (2012). PolyZoom: Multiscale and multifocus explora-tion in 2D visual spaces. In Human factors in computing systems: CHI 2012 conference proceedings. New York: ACM."},{"key":"8_CR14","unstructured":"Keim, D., Kohlhammer, J., & Ellis, G. (eds.) (2010) Mastering the information age: solving problems with visual analytics. Eurographics Association."},{"key":"8_CR15","unstructured":"Lo, S. (2012). Big data facts and figures, November 2012. Available at \n                  http:\/\/blogs.sap.com\/innovation\/big-data\/big-data-facts-figures-02218"},{"issue":"8","key":"8_CR16","doi-asserted-by":"publisher","first-page":"716","DOI":"10.14778\/2212351.2212354","volume":"5","author":"Y Low","year":"2012","unstructured":"Low, Y., Bickson, D., Gonzalez, J., Guestrin, C., Kyrola, A., & Hellerstein, J. M. (2012). Distributed Graph-Lab: A framework for machine learning and data mining in the cloud. Proceedings of the VLDB Endowment, 5(8), 716\u2013727.","journal-title":"Proceedings of the VLDB Endowment"},{"issue":"4","key":"8_CR17","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1145\/1314683.1314685","volume":"14","author":"A Lunzer","year":"2008","unstructured":"Lunzer, A., & Hornb\u00e6k, K. (2008). Subjunctive interfaces: Extending applications to support parallel setup, viewing and control of alternative scenarios. ACM Transactions on Computer-Human Interaction, 14(4), 17.","journal-title":"ACM Transactions on Computer-Human Interaction"},{"key":"8_CR18","doi-asserted-by":"crossref","unstructured":"Malewicz, G., Austern, M. H., Bik, A. J., Dehnert, J. C., Horn, I., Leiser, N., et al. (2010). Pregel: a system for large-scale graph processing. In Proceedings of the 2010 ACM SIGMOD International Conference on Management of data, ACM (pp. 135\u2013146).","DOI":"10.1145\/1807167.1807184"},{"key":"8_CR19","unstructured":"Manyika, J. et al. (2011). Big data: The next frontier for innovation, competition, and productivity. McKinsey & Company."},{"key":"8_CR20","unstructured":"Markl, V., Hoeren, T., & Krcmar, H. (2013). Innovationspotenzialanalyse f\u00fcr die neuen Technologien f\u00fcr das Verwalten und Analysieren von gro\u00dfen Datenmengen, November 2013."},{"key":"8_CR21","doi-asserted-by":"crossref","unstructured":"Shneiderman, B. (1996). The eyes have it: A task by data type taxonomy for information visualizations. In Proceedings of Visual Languages.","DOI":"10.1109\/VL.1996.545307"},{"key":"8_CR22","volume-title":"Information visualization \u2013 design for interaction","author":"R Spence","year":"2006","unstructured":"Spence, R. (2006). Information visualization \u2013 design for interaction (2nd ed.). Upper Saddle River, NJ: Prentice Hall.","edition":"2"},{"key":"8_CR23","unstructured":"Stratosphere Project. \n                  https:\/\/www.stratosphere.eu\/\n                  \n                , (last retrieved April 2014)."},{"key":"8_CR24","doi-asserted-by":"crossref","DOI":"10.1201\/b10683","volume-title":"Interactive data visualization: Foundations, techniques, and applications","author":"M Ward","year":"2010","unstructured":"Ward, M., Grinstein, G. G., & Keim, D. (2010). Interactive data visualization: Foundations, techniques, and applications. Natick, MA: Taylor & Francis."},{"key":"8_CR25","unstructured":"Zillner, S., Rusitschka, S., Munn\u00e9, R., Lippell, H., Lobillo, F., Hussain, K., et al. (2013). D2.3.1. First draft of the sectorial requisites. Public Deliverable of the EU-Project BIG (318062; ICT-2011.4.4)."},{"key":"8_CR26","unstructured":"Zillner, S., Rusitschka, S., Munn\u00d5, R., Strohbach, M., van Kasteren, T., Lippell, H., et al. (2014). D2.3.2. Final version of the sectorial requisites. Public Deliverable of the EU-Project BIG (318062; ICT-2011.4.4)."}],"container-title":["New Horizons for a Data-Driven Economy"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-21569-3_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T23:09:48Z","timestamp":1559430588000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-21569-3_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319215686","9783319215693"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-21569-3_8","relation":{},"subject":[],"published":{"date-parts":[[2016]]}}}