{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T15:45:57Z","timestamp":1770565557515,"version":"3.49.0"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"funder":[{"name":"Institute for Information and communications Technology Promotion (IITP) grant"},{"DOI":"10.13039\/501100003621","name":"Ministry of Science, ICT and Future Planning","doi-asserted-by":"publisher","award":["2015-0-00521"],"award-info":[{"award-number":["2015-0-00521"]}],"id":[{"id":"10.13039\/501100003621","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["NRF-2018R1C1B6008624"],"award-info":[{"award-number":["NRF-2018R1C1B6008624"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2018]]},"DOI":"10.1109\/access.2018.2857845","type":"journal-article","created":{"date-parts":[[2018,7,20]],"date-time":"2018-07-20T19:29:42Z","timestamp":1532114982000},"page":"40883-40897","source":"Crossref","is-referenced-by-count":3,"title":["VPL-Based Big Data Analysis System: UDAS"],"prefix":"10.1109","volume":"6","author":[{"given":"Hyunjin","family":"Choi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jangwon","family":"Gim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Young-Duk","family":"Seo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Doo-Kwon","family":"Baik","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2007.70577"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/2463676.2463683"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2882903.2903740"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.32614\/RJ-2009-016"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18637\/jss.v014.i09","article-title":"The R commander: A basic-statistics graphical user interface to R","volume":"14","author":"fox","year":"2005","journal-title":"J Statist Softw"},{"key":"ref30","first-page":"9","article-title":"JGR—A Java GUI for R","volume":"16","author":"helbig","year":"2005","journal-title":"Comput Graph Newslett"},{"key":"ref37","first-page":"229","article-title":"Design and development of visual analytic tools in SRC-STAT","author":"han","year":"2014","journal-title":"Proceedings of HCI2002 Korea"},{"key":"ref36","first-page":"1","article-title":"Practical aspects of R in finance","volume":"20","author":"allen","year":"2017","journal-title":"J Manage Inf Decis Sci"},{"key":"ref35","author":"robbins","year":"2016","journal-title":"Effective graphs with Microsoft R Open"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"527","DOI":"10.32614\/RJ-2017-065","article-title":"An introduction to rocker: Docker containers for R","volume":"9","author":"boettiger","year":"2017","journal-title":"R Journal"},{"key":"ref28","year":"2015","journal-title":"RStudio Integrated Development for R"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v049.i08"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v049.i09"},{"key":"ref2","doi-asserted-by":"crossref","DOI":"10.4135\/9781529716597","author":"scott","year":"2017","journal-title":"Social Network Analysis A Handbook"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2014.07.006"},{"key":"ref20","author":"zikopoulos","year":"2011","journal-title":"Understanding Big Data Analytics for Enterprise Class Hadoop and Streaming Data"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/1045-926X(92)90034-J"},{"key":"ref21","author":"verborgh","year":"2013","journal-title":"Using OpenRefine"},{"key":"ref24","article-title":"R: A language and environment for statistical computing","year":"2013","journal-title":"R Foundation for Statistical Computing"},{"key":"ref23","author":"bostock","year":"2012","journal-title":"D3 Data-driven Documents"},{"key":"ref26","author":"pallant","year":"2010","journal-title":"A Step by Step Guide to Data Analysis Using SPSS"},{"key":"ref25","year":"2008","journal-title":"SAS\/STAT 9 1 User’s Guide the Reg Procedure (Book Excerpt)"},{"key":"ref50","first-page":"1","article-title":"Cronbach’s alpha: A tool for assessing the reliability of scales","volume":"37","author":"santos","year":"1999","journal-title":"Journal of Extension"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2014.02.002"},{"key":"ref52","first-page":"16","author":"schmidt","year":"2015","journal-title":"Industry 4 0—Potentials for Creating Smart Products Empirical Research Results"},{"key":"ref10","author":"olsen","year":"2011","journal-title":"Data Collection Key Debates and Methods in Social Research"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2014.22"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-1043-7_1"},{"key":"ref12","author":"garg","year":"2013","journal-title":"Apache Kafka"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1111\/bjet.12230"},{"key":"ref14","first-page":"21","article-title":"Big data, analytics and the path from insights to value","volume":"52","author":"lavalle","year":"2011","journal-title":"MIT Sloan Manage Rev"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1080\/1369118X.2012.678878"},{"key":"ref16","first-page":"1","article-title":"Big data analytics","volume":"19","author":"russom","year":"2011","journal-title":"TDWI Best Pract Report Fourth Quart"},{"key":"ref17","first-page":"473","article-title":"Data wrangling for big data: Challenges and opportunities","author":"furche","year":"2016","journal-title":"Proc EDBT"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2307\/41703503"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2014.12.031"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/UCC.2013.77"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.bdr.2015.01.006"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2014.10.007"},{"key":"ref5","author":"ward","year":"2013","journal-title":"Undefined by Data A Survey of Big Data Definitions"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1002\/widm.24"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/IC3.2013.6612229"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/BF02310555"},{"key":"ref9","year":"2018","journal-title":"Data Refinement The Dirty Side of Data Science"},{"key":"ref46","first-page":"9","article-title":"An application of ISO\/IEC 25010 standard in the quality-in-use assessment of an online health awareness system","volume":"77","author":"hussain","year":"2015","journal-title":"Journal Teknologi"},{"key":"ref45","doi-asserted-by":"crossref","first-page":"3247","DOI":"10.1007\/978-0-387-39940-9_441","article-title":"Usability","author":"bevan","year":"2009","journal-title":"Encyclopedia of Database Systems"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.5220\/0005216604050412"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1016\/j.future.2015.11.024","article-title":"A data quality in use model for big data","volume":"63","author":"jorge","year":"2016","journal-title":"Future Gener Comput Syst"},{"key":"ref42","author":"bakos","year":"2013","journal-title":"KNIME Essentials"},{"key":"ref41","first-page":"537","article-title":"Orange: From experimental machine learning to interactive data mining","author":"dem\u0161ar","year":"2004","journal-title":"Proc 5th Eur Conf Princ Data Min Knowl Discovery"},{"key":"ref44","first-page":"3247","article-title":"Extending quality in use to provide a framework for usability measurement","author":"bevan","year":"2009","journal-title":"Human-centered design"},{"key":"ref43","year":"2018","journal-title":"IBM Cognos Analytics"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8274985\/08416666.pdf?arnumber=8416666","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T14:59:31Z","timestamp":1643209171000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8416666\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":52,"URL":"https:\/\/doi.org\/10.1109\/access.2018.2857845","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]}}}