{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,27]],"date-time":"2026-06-27T01:57:08Z","timestamp":1782525428536,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":45,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,11,30]],"date-time":"2020-11-30T00:00:00Z","timestamp":1606694400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,11,30]]},"DOI":"10.1145\/3428757.3429152","type":"proceedings-article","created":{"date-parts":[[2021,1,27]],"date-time":"2021-01-27T11:29:07Z","timestamp":1611746947000},"page":"396-406","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":18,"title":["Machine Learning as a Service"],"prefix":"10.1145","author":[{"given":"Robert","family":"Philipp","sequence":"first","affiliation":[{"name":"Economics and Statistics, University of Vienna, Austria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andreas","family":"Mladenow","sequence":"additional","affiliation":[{"name":"Economics and Statistics, University of Vienna, Austria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christine","family":"Strauss","sequence":"additional","affiliation":[{"name":"Economics and Statistics, University of Vienna, Austria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alexander","family":"V\u00f6lz","sequence":"additional","affiliation":[{"name":"Economics and Statistics, University of Vienna, Austria"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2021,1,27]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3299869.3314050"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1666-5"},{"key":"e_1_3_2_1_3_1","first-page":"42","article-title":"Open business model innovation: Literature review and agenda for future research","volume":"4","author":"Brasseur Tiare-Maria","year":"2017","journal-title":"Business Informatics"},{"key":"e_1_3_2_1_4_1","unstructured":"Data Mining Group: Portable Format for Analytics (PFA) Retrieved from http:\/\/dmg.org\/pfa\/docs\/motivation\/  Data Mining Group: Portable Format for Analytics (PFA) Retrieved from http:\/\/dmg.org\/pfa\/docs\/motivation\/"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/CYBER.2015.7288049"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISPASS.2019.00012"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2018.00059"},{"key":"e_1_3_2_1_8_1","first-page":"2018","volume-title":"Proceedings on Privacy Enhancing Technologies 2018","author":"Hesamifard Ehsan","year":"2018"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292006.3300044"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/SDS.2019.8768572"},{"key":"e_1_3_2_1_11_1","volume-title":"Hoffman and Thomas Novak","author":"Donna","year":"2015"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3326285.3329042"},{"key":"e_1_3_2_1_13_1","volume-title":"Vitaly Shmatikov and Emmett Witchel","author":"Hunt Tyler","year":"2018"},{"key":"e_1_3_2_1_14_1","first-page":"6245","article-title":"Machine learning: Trends, perspectives, and prospects","volume":"349","author":"Jordan Michael I.","year":"2018","journal-title":"Science"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3274694.3274740"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.14778\/3231751.3231770"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/CBMS.2019.00069"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSTW.2018.00061"},{"key":"e_1_3_2_1_19_1","volume-title":"The Team Data Science lifecycle. (Janurary 2020) Retrieved","year":"2020"},{"key":"e_1_3_2_1_20_1","volume-title":"Accelerating Urban Modelling Algorithms with Artificial Intelligence. In 2018 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), Apr. 9 -- 13","author":"Milton Richard","year":"2019"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12927-012-0009-y"},{"key":"e_1_3_2_1_22_1","volume-title":"The Pentagon promises to use artificial intelligence for good, not evil. (February 2020) Retrieved","author":"Myers Meghann","year":"2020"},{"key":"e_1_3_2_1_23_1","volume-title":"Proceedings of the 25th European Conference on Information Systems (ECIS), June 5 - 10, 2017","author":"Naous Dana","year":"2017"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.5220\/0006703104320439"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3295500.3356164"},{"key":"e_1_3_2_1_26_1","first-page":"1","article-title":"Performance analysis of binary and multiclass models using azure machine learning","volume":"10","author":"Rajagopal Smitha","year":"2020","journal-title":"International Journal of Electrical & Computer Engineering"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.5220\/0007708702480254"},{"key":"e_1_3_2_1_28_1","volume-title":"Proceedings of the 7th International Conference on Cloud Computing in Emerging Markets (CCEM), November 23 - 24","author":"Rao Shreyas S.","year":"2019"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3338498.3358646"},{"key":"e_1_3_2_1_30_1","volume-title":"Proceedings of the 14th International Conference on Machine Learning and Applications (ICMLA), December 9 - 11","author":"Ribeiro Mauro","year":"2016"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9236(02)00208-7"},{"key":"e_1_3_2_1_32_1","first-page":"9","article-title":"Personalization of Student Support Services using Chatbot","volume":"8","author":"Srimathi Hari","year":"2019","journal-title":"International Journal of Scientific & Technology Research"},{"key":"e_1_3_2_1_33_1","volume-title":"Proceedings of the 1st International Workshop on Processing Information Ehtically (PIE) co-located with 31st International Conference on Advanced Information Systems Engeneering (CAiSE)","author":"Stoyanovich Julia","year":"2019"},{"key":"e_1_3_2_1_34_1","volume-title":"Proceedings of the 13th International Conference on Software Technologies (ICOSOFT'19)","author":"Subbiah Uma","year":"2019"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2013.162"},{"key":"e_1_3_2_1_36_1","volume-title":"Tay","author":"Tang Xin J.","year":"2019"},{"key":"e_1_3_2_1_37_1","volume-title":"ECIS 2009 Proceedings. 161","author":"vom Brocke Jan","year":"2009"},{"key":"e_1_3_2_1_38_1","volume-title":"2019 International Symposium on VLSI Design, Automation and Test (VLSI-DAT), April 22 -- 25","author":"Wang Laura","year":"2019"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.5555\/2017160.2017162"},{"key":"e_1_3_2_1_40_1","volume-title":"Proceedings of the 4th International Conference on the Practical Applications of Knowledge Discovery and Data Mining, April 11 -- 13","author":"Wirth R\u00fcdiger","year":"2000"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.109"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/3131365.3131372"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2018.1081057"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/2896825.2896830"},{"key":"e_1_3_2_1_45_1","volume-title":"Proceedings of the 17th Conference on Machine Learning and Applications (ICMLA), December 17 - 20, 2018","author":"Zhao Shuai","year":"2018"}],"event":{"name":"iiWAS '20: The 22nd International Conference on Information Integration and Web-based Applications & Services","location":"Chiang Mai Thailand","acronym":"iiWAS '20","sponsor":["Johannes Kepler University, Linz, Austria"]},"container-title":["Proceedings of the 22nd International Conference on Information Integration and Web-based Applications & Services"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3428757.3429152","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3428757.3429152","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:02:32Z","timestamp":1750197752000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3428757.3429152"}},"subtitle":["Challenges in Research and Applications"],"short-title":[],"issued":{"date-parts":[[2020,11,30]]},"references-count":45,"alternative-id":["10.1145\/3428757.3429152","10.1145\/3428757"],"URL":"https:\/\/doi.org\/10.1145\/3428757.3429152","relation":{},"subject":[],"published":{"date-parts":[[2020,11,30]]},"assertion":[{"value":"2021-01-27","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}