{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T14:26:45Z","timestamp":1774535205741,"version":"3.50.1"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319512334","type":"print"},{"value":"9783319512341","type":"electronic"}],"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":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-51234-1_7","type":"book-chapter","created":{"date-parts":[[2017,1,19]],"date-time":"2017-01-19T22:29:13Z","timestamp":1484864953000},"page":"44-51","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Ins and Outs of Big Data: A Review"],"prefix":"10.1007","author":[{"given":"Hamidur","family":"Rahman","sequence":"first","affiliation":[]},{"given":"Shahina","family":"Begum","sequence":"additional","affiliation":[]},{"given":"Mobyen Uddin","family":"Ahmed","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,1,21]]},"reference":[{"key":"7_CR1","doi-asserted-by":"crossref","unstructured":"Tekiner, F., Keane, J.A.: Big data framework. In: 2013 IEEE International Conference on Systems, Man, and Cybernetics, pp. 1494\u20131499 (2013)","DOI":"10.1109\/SMC.2013.258"},{"key":"7_CR2","doi-asserted-by":"crossref","unstructured":"Sagiroglu, S., Sinanc, D.: Big data: a review. In: 2013 International Conference on Collaboration Technologies and Systems (CTS), pp. 42\u201347 (2013)","DOI":"10.1109\/CTS.2013.6567202"},{"key":"7_CR3","doi-asserted-by":"crossref","unstructured":"Katal, A., Wazid, M., Goudar, R.H.: Big data: issues, challenges, tools and good practices. In: 2013 Sixth International Conference on Contemporary Computing (IC3), pp. 404\u2013409 (2013)","DOI":"10.1109\/IC3.2013.6612229"},{"key":"7_CR4","doi-asserted-by":"crossref","unstructured":"Xiong, W., Yu, Z., Bei, Z., Zhao, J., Zhang, F., Zou, Y., et al.: A characterization of big data benchmarks. In: 2013 IEEE International Conference on Big Data, pp. 118\u2013125 (2013)","DOI":"10.1109\/BigData.2013.6691707"},{"key":"7_CR5","doi-asserted-by":"crossref","unstructured":"Lu, T., Guo, X., Xu, B., Zhao, L., Peng, Y., Yang, H.: Next big thing in big data: the security of the ICT supply chain. In: 2013 International Conference on Social Computing (SocialCom), pp. 1066\u20131073 (2013)","DOI":"10.1109\/SocialCom.2013.172"},{"key":"7_CR6","unstructured":"Laney, D.: 3-D data management: controlling data volume, velocity and variety. META Group Original Research Note (2001)"},{"key":"7_CR7","doi-asserted-by":"crossref","unstructured":"Ahmed, F.D., Jaber, A.N., Majid, M.B.A., Ahmad, M.S.: Agent-based big data analytics in retailing: a case study. In: 2015 4th International Conference on Software Engineering and Computer Systems (ICSECS), pp. 67\u201372 (2015)","DOI":"10.1109\/ICSECS.2015.7333085"},{"key":"7_CR8","doi-asserted-by":"crossref","unstructured":"Gupta, P., Tyagi, N.: An approach towards big data-a review. In: 2015 International Conference on Computing, Communication & Automation (ICCCA), pp. 118\u2013123 (2015)","DOI":"10.1109\/CCAA.2015.7148356"},{"key":"7_CR9","doi-asserted-by":"crossref","unstructured":"Rout, T., Garanayak, M., Senapati, M.R., Kamilla, S.K.: Big data and its applications: a review. In: 2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO), pp. 1\u20135 (2015)","DOI":"10.1109\/EESCO.2015.7253972"},{"key":"7_CR10","doi-asserted-by":"crossref","unstructured":"Mousannif, H., Sabah, H., Douiji, Y., Sayad, Y.O.: From big data to big projects: a step-by-step roadmap. In: 2014 International Conference on Future Internet of Things and Cloud (FiCloud), pp. 373\u2013378 (2014)","DOI":"10.1109\/FiCloud.2014.66"},{"key":"7_CR11","doi-asserted-by":"crossref","unstructured":"Huang, G., He, J., Chi, C.H., Zhou, W., Zhang, Y.: A data as a product model for future consumption of big stream data in clouds. In: 2015 IEEE International Conference on Services Computing (SCC), pp. 256\u2013263 (2015)","DOI":"10.1109\/SCC.2015.43"},{"key":"7_CR12","unstructured":"Khan, I., Naqvi, S.K., Alam, M., Rizvi, S.N.A.: Data model for big data in cloud environment. In: 2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom), pp. 582\u2013585 (2015)"},{"key":"7_CR13","doi-asserted-by":"crossref","unstructured":"Suciu, G., Vulpe, A., Craciunescu, R., Butca, C., Suciu, V.: Big data fusion for eHealth and ambient assisted living cloud applications. In: 2015 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), pp. 102\u2013106 (2015)","DOI":"10.1109\/BlackSeaCom.2015.7185095"},{"key":"7_CR14","first-page":"1","volume":"PP","author":"LT Yang","year":"2015","unstructured":"Yang, L.T., Kuang, L., Chen, J., Hao, F., Luo, C.: A holistic approach to distributed dimensionality reduction of big data. IEEE Trans. Cloud Comput. PP, 1 (2015)","journal-title":"IEEE Trans. Cloud Comput."},{"key":"7_CR15","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1109\/TBDATA.2015.2465959","volume":"1","author":"Y Zheng","year":"2015","unstructured":"Zheng, Y.: Methodologies for cross-domain data fusion: an overview. IEEE Trans. Big Data 1, 16\u201334 (2015)","journal-title":"IEEE Trans. Big Data"},{"key":"7_CR16","doi-asserted-by":"crossref","unstructured":"Pandey, S., Tokekar, V.: Prominence of MapReduce in big data processing. In: 2014 Fourth International Conference on Communication Systems and Network Technologies (CSNT), pp. 555\u2013560 (2014)","DOI":"10.1109\/CSNT.2014.117"},{"key":"7_CR17","doi-asserted-by":"crossref","unstructured":"Wang, J., Song, Z., Li, Q., Yu, J., Chen, F.: Semantic-based intelligent data clean framework for big data. In: 2014 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC), pp. 448\u2013453 (2014)","DOI":"10.1109\/SPAC.2014.6982731"},{"key":"7_CR18","doi-asserted-by":"crossref","unstructured":"Biookaghazadeh, S., Xu, Y., Zhou, S., Zhao, M.: Enabling scientific data storage and processing on big-data systems. In: 2015 IEEE International Conference on Big Data (Big Data), pp. 1978\u20131984 (2015)","DOI":"10.1109\/BigData.2015.7363978"},{"key":"7_CR19","doi-asserted-by":"crossref","unstructured":"Diao, Y., Liu, K.Y., Meng, X., Ye, X., He, K.: A big data online cleaning algorithm based on dynamic outlier detection. In: 2015 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), pp. 230\u2013234 (2015)","DOI":"10.1109\/CyberC.2015.68"},{"key":"7_CR20","doi-asserted-by":"crossref","unstructured":"Taleb, I., Dssouli, R., Serhani, M.A.: Big data pre-processing: a quality framework. In: 2015 IEEE International Congress on Big Data, pp. 191\u2013198 (2015)","DOI":"10.1109\/BigDataCongress.2015.35"},{"key":"7_CR21","doi-asserted-by":"crossref","unstructured":"Zhang, D.: Inconsistencies in big data. In: 2013 12th IEEE International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC), pp. 61\u201367 (2013)","DOI":"10.1109\/ICCI-CC.2013.6622226"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Internet of Things Technologies for HealthCare"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-51234-1_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,22]],"date-time":"2019-05-22T09:39:01Z","timestamp":1558517941000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-51234-1_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319512334","9783319512341"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-51234-1_7","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"value":"1867-8211","type":"print"},{"value":"1867-822X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"21 January 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HealthyIoT","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on IoT Technologies for HealthCare","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"V\u00e4ster\u00e5s","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Sweden","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 October 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 October 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iot2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}