{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T05:08:08Z","timestamp":1743138488124,"version":"3.40.3"},"publisher-location":"Cham","reference-count":35,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319694580"},{"type":"electronic","value":"9783319694597"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"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":[[2017]]},"DOI":"10.1007\/978-3-319-69459-7_32","type":"book-chapter","created":{"date-parts":[[2017,10,20]],"date-time":"2017-10-20T04:19:29Z","timestamp":1508473169000},"page":"480-496","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Usability of Visual Data Profiling in Data Cleaning and Transformation"],"prefix":"10.1007","author":[{"given":"Bj\u00f8rn Marius","family":"von Zernichow","sequence":"first","affiliation":[]},{"given":"Dumitru","family":"Roman","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,10,21]]},"reference":[{"key":"32_CR1","unstructured":"Hellerstein, J.M.: Quantitative data cleaning for large databases. United Nations Economic Commission for Europe (UNECE), February 2008"},{"key":"32_CR2","doi-asserted-by":"crossref","unstructured":"Kandel, S., Parikh, R., Paepcke, A., Hellerstein, J.M., Heer, J.: Profiler: integrated statistical analysis and visualization for data quality assessment. In: Proceedings of the International Working Conference on Advanced Visual Interfaces, New York, NY, USA, pp. 547\u2013554 (2012)","DOI":"10.1145\/2254556.2254659"},{"key":"32_CR3","unstructured":"Redman, T.C.: Bad Data Costs the U.S. $3 Trillion Per Year. Harvard Business Review, 22 September 2016. https:\/\/hbr.org\/2016\/09\/bad-data-costs-the-u-s-3-trillion-per-year. Accessed 18 Mar 2017"},{"key":"32_CR4","unstructured":"CrowdFlower|2016 Data Science Report. https:\/\/visit.crowdflower.com\/data-science-report. Accessed 19 Mar 2017"},{"key":"32_CR5","volume-title":"Data Mining: Concepts And Techniques","author":"J Han","year":"2011","unstructured":"Han, J., Pei, J., Kamber, M.: Data Mining: Concepts And Techniques. Elsevier, Amsterdam (2011)"},{"key":"32_CR6","doi-asserted-by":"crossref","unstructured":"Sukhobok, D., et al.: Tabular Data Cleaning and Linked Data Generation with Grafterizer. ESWC (Satellite Events), pp. 134\u2013139 (2016)","DOI":"10.1007\/978-3-319-47602-5_27"},{"key":"32_CR7","doi-asserted-by":"crossref","unstructured":"Sukhobok, D., Nikolov, N., Roman, D.: Tabular data anomaly patterns. In: Proceedings of the 3rd International Conference on Big Data Innovations and Applications (Innovate-Data 2017), 21\u201323 August 2017, to appear","DOI":"10.1109\/Innovate-Data.2017.10"},{"key":"32_CR8","unstructured":"Roman, D., et al.: DataGraft: One-Stop-Shop for Open Data Management. In: The Semantic Web Journal (SWJ) \u2013 Interoperability, Usability, Applicability. IOS Press (2017, to appear). ISSN 1570-0844"},{"key":"32_CR9","doi-asserted-by":"crossref","unstructured":"Roman, D., et al.: Datagraft: Simplifying open data publishing. In: ESWC (Satellite Events), pp. 101\u2013106 (2016)","DOI":"10.1007\/978-3-319-47602-5_21"},{"key":"32_CR10","unstructured":"Roman, D., et al.: DataGraft: a platform for open data publishing. In: Joint Proceedings of the 4th International Workshop on Linked Media and the 3rd Developers Hackshop. (LIME\/SemDev@ESWC 2016) (2016)"},{"issue":"1","key":"32_CR11","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1109\/2945.981851","volume":"8","author":"C Stolte","year":"2002","unstructured":"Stolte, C., Tang, D., Hanrahan, P.: Polaris: a system for query, analysis, and visualization of multidimensional relational databases. IEEE Trans. Visual Comput. Graphics 8(1), 52\u201365 (2002)","journal-title":"IEEE Trans. Visual Comput. Graphics"},{"key":"32_CR12","doi-asserted-by":"crossref","unstructured":"Kandel, S., Paepcke, A., Hellerstein, J., Heer, J.: Wrangler: interactive visual specification of data transformation scripts. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 3363\u20133372 (2011)","DOI":"10.1145\/1978942.1979444"},{"key":"32_CR13","doi-asserted-by":"crossref","unstructured":"Mutlu, B., Veas, E., Trattner, C., Sabol, V.: VizRec: a two-stage recommender system for personalized visualizations. In: Proceedings of the 20th International Conference on Intelligent User Interfaces Companion, New York, NY, USA, pp. 49\u201352 (2015)","DOI":"10.1145\/2732158.2732190"},{"key":"32_CR14","first-page":"27","volume":"5","author":"M Voigt","year":"2013","unstructured":"Voigt, M., Franke, M., Meissner, K.: Using expert and empirical knowledge for context-aware recommendation of visualization components. Int. J. Adv. Life Sci 5, 27\u201341 (2013)","journal-title":"Int. J. Adv. Life Sci"},{"key":"32_CR15","doi-asserted-by":"crossref","unstructured":"Mutlu, B., Veas, E., Trattner, C., Sabol, V.: Towards a recommender engine for personalized visualizations. In: International Conference on User Modeling, Adaptation, and Personalization, pp. 169\u2013182 (2015)","DOI":"10.1007\/978-3-319-20267-9_14"},{"issue":"1","key":"32_CR16","doi-asserted-by":"publisher","first-page":"649","DOI":"10.1109\/TVCG.2015.2467191","volume":"22","author":"K Wongsuphasawat","year":"2016","unstructured":"Wongsuphasawat, K., Moritz, D., Anand, A., Mackinlay, J., Howe, B., Heer, J.: Voyager: exploratory analysis via faceted browsing of visualization recommendations. IEEE Trans. Visual Comput. Graphics 22(1), 649\u2013658 (2016)","journal-title":"IEEE Trans. Visual Comput. Graphics"},{"key":"32_CR17","unstructured":"Vega-Lite. https:\/\/vega.github.io\/vega-lite\/. Accessed 19 Mar 2017"},{"key":"32_CR18","volume-title":"The Grammar of Graphics","author":"L Wilkinson","year":"2006","unstructured":"Wilkinson, L.: The Grammar of Graphics. Springer Science & Business Media, New York (2006)"},{"key":"32_CR19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24277-4","volume-title":"ggplot2: Elegant Graphics for Data Analysis","author":"H Wickham","year":"2016","unstructured":"Wickham, H.: ggplot2: Elegant Graphics for Data Analysis. Springer, New York (2016)"},{"issue":"6","key":"32_CR20","doi-asserted-by":"publisher","first-page":"1137","DOI":"10.1109\/TVCG.2007.70594","volume":"13","author":"J Mackinlay","year":"2007","unstructured":"Mackinlay, J., Hanrahan, P., Stolte, C.: Show me: automatic presentation for visual analysis. IEEE Trans. Visual Comput. Graphics 13(6), 1137\u20131144 (2007)","journal-title":"IEEE Trans. Visual Comput. Graphics"},{"issue":"1","key":"32_CR21","doi-asserted-by":"publisher","first-page":"659","DOI":"10.1109\/TVCG.2015.2467091","volume":"22","author":"A Satyanarayan","year":"2016","unstructured":"Satyanarayan, A., Russell, R., Hoffswell, J., Heer, J.: Reactive vega: a streaming dataflow architecture for declarative interactive visualization. IEEE Trans. Visual Comput. Graphics 22(1), 659\u2013668 (2016)","journal-title":"IEEE Trans. Visual Comput. Graphics"},{"key":"32_CR22","doi-asserted-by":"crossref","unstructured":"Bakke, E., Karger, D.R.: Expressive query construction through direct manipulation of nested relational results. In: Proceedings of the 2016 International Conference on Management of Data, pp. 1377\u20131392 (2016)","DOI":"10.1145\/2882903.2915210"},{"key":"32_CR23","unstructured":"The Guide to Prototyping Process & Fidelity. Studio by UXPin. https:\/\/www.uxpin.com\/studio\/ebooks\/prototyping-process-fidelity-guide\/. Accessed 13 Apr 2017"},{"key":"32_CR24","unstructured":"Heer, J., Hellerstein, J.M., Kandel, S.: Predictive interaction for data transformation. In: CIDR (2015)"},{"key":"32_CR25","unstructured":"Chen, S.: Six Core Data Wrangling Activities eBook. Trifacta, 23 November 2015"},{"key":"32_CR26","volume-title":"Universal Methods of Design: 100 Ways to Research Complex Problems, Develop Innovative Ideas, and Design Effective Solutions","author":"B Hanington","year":"2012","unstructured":"Hanington, B., Martin, B.: Universal Methods of Design: 100 Ways to Research Complex Problems, Develop Innovative Ideas, and Design Effective Solutions. Rockport Publishers, Gloucester (2012)"},{"key":"32_CR27","unstructured":"The ultimate guide to prototyping. Studio by UXPin. https:\/\/www.uxpin.com\/studio\/ebooks\/guide-to-prototyping\/. Accessed 13 Apr 2017"},{"key":"32_CR28","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-1275-2","volume-title":"Microservices, IoT and Azure: Leveraging DevOps and Microservice Architecture to deliver SaaS Solutions","author":"B Familiar","year":"2015","unstructured":"Familiar, B.: Microservices, IoT and Azure: Leveraging DevOps and Microservice Architecture to deliver SaaS Solutions. Apress, New York (2015)"},{"key":"32_CR29","doi-asserted-by":"publisher","first-page":"319","DOI":"10.2307\/249008","volume":"13","author":"FD Davis","year":"1989","unstructured":"Davis, F.D.: Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Q. 13, 319\u2013340 (1989)","journal-title":"MIS Q."},{"key":"32_CR30","doi-asserted-by":"crossref","unstructured":"Barnum, C.M.: Usability Testing Essentials: ready, set\u2026 Test! Elsevier, Amsterdam (2010)","DOI":"10.1016\/B978-0-12-375092-1.00006-4"},{"key":"32_CR31","volume-title":"Quantifying the User Experience: Practical Statistics for User Research","author":"J Sauro","year":"2016","unstructured":"Sauro, J., Lewis, J.R.: Quantifying the User Experience: Practical Statistics for User Research. Morgan Kaufmann, Burlington (2016)"},{"key":"32_CR32","doi-asserted-by":"crossref","unstructured":"Nielsen, J.: Usability inspection methods. In: Conference Companion on Human Factors in Computing Systems, pp. 413\u2013414 (1994)","DOI":"10.1145\/259963.260531"},{"key":"32_CR33","doi-asserted-by":"crossref","unstructured":"Spencer, R.: The streamlined cognitive walkthrough method, working around social constraints encountered in a software development company, pp. 353\u2013359 (2000)","DOI":"10.1145\/332040.332456"},{"issue":"8","key":"32_CR34","doi-asserted-by":"publisher","first-page":"741","DOI":"10.1080\/10447311003781409","volume":"26","author":"T Mahatody","year":"2010","unstructured":"Mahatody, T., Sagar, M., Kolski, C.: State of the art on the cognitive walkthrough method, its variants and evolutions. Intl. J. Hum.-Comput. Interact. 26(8), 741\u2013785 (2010)","journal-title":"Intl. J. Hum.-Comput. Interact."},{"key":"32_CR35","unstructured":"Cognitive Walkthrough|Usability Body of Knowledge. http:\/\/www.usabilitybok.org\/cognitive-walkthrough. Accessed 10 May 2017"}],"container-title":["Lecture Notes in Computer Science","On the Move to Meaningful Internet Systems. OTM 2017 Conferences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-69459-7_32","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,7]],"date-time":"2024-03-07T13:44:37Z","timestamp":1709819077000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-69459-7_32"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319694580","9783319694597"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-69459-7_32","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"21 October 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"OTM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"OTM Confederated International Conferences \"On the Move to Meaningful Internet Systems\"","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Rhodes","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Greece","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 October 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 October 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"otm2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.otmconferences.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}