{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T18:49:07Z","timestamp":1761677347182,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":15,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,6,23]],"date-time":"2024-06-23T00:00:00Z","timestamp":1719100800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"National funds Through FCT - Funda\u00e7\u00e3o para a Ci\u00eancia e Tecnologia","award":["UIDP\/04728\/2020"],"award-info":[{"award-number":["UIDP\/04728\/2020"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,6,23]]},"DOI":"10.1145\/3686592.3686609","type":"proceedings-article","created":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T06:58:36Z","timestamp":1733209116000},"page":"97-101","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Enhancing Real-Time Analytics: Streaming Data Quality Metrics for Continuous Monitoring"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9757-6687","authenticated-orcid":false,"given":"Eliana","family":"Costa e Silva","sequence":"first","affiliation":[{"name":"CIICESI, Escola Superior de Tecnologia e Gestao, Instituto Politecnico do Porto, Felgueiras, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3807-7292","authenticated-orcid":false,"given":"Oscar","family":"Oliveira","sequence":"additional","affiliation":[{"name":"CIICESI, Escola Superior de Tecnologia e Gestao, Instituto Politecnico do Porto, Felgueiras, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9138-9143","authenticated-orcid":false,"given":"Bruno","family":"Oliveira","sequence":"additional","affiliation":[{"name":"CIICESI, Escola Superior de Tecnologia e Gestao, Instituto Politecnico do Porto, Felgueiras, Portugal"}]}],"member":"320","published-online":{"date-parts":[[2024,12,2]]},"reference":[{"doi-asserted-by":"publisher","unstructured":"2022. TOWARDS A DATA QUALITY INDEX FOR DATA VALUATION IN THE DATA ECONOMY. Lecture Notes in Informatics (LNI) Proceedings - Series of the Gesellschaft fur Informatik (GI) P-326 1037\u20131054. 10.18420\/inf2022_86","key":"e_1_3_3_2_2_2","DOI":"10.18420\/inf2022_86"},{"doi-asserted-by":"publisher","key":"e_1_3_3_2_3_2","DOI":"10.1007\/978-3-319-24106-7"},{"doi-asserted-by":"publisher","unstructured":"Michael Cafarella Ihab\u00a0F Ilyas Marcel Kornacker Tim Kraska and Christopher R\u00e9. 2016. Dark Data: Are we solving the right problems? 2016 IEEE 32nd International Conference on Data Engineering (ICDE) 1444\u20131445. 10.1109\/ICDE.2016.7498366","key":"e_1_3_3_2_4_2","DOI":"10.1109\/ICDE.2016.7498366"},{"doi-asserted-by":"publisher","unstructured":"Angelo Corallo Anna\u00a0Maria Crespino Vito\u00a0Del Vecchio Mariangela Lazoi and Manuela Marra. 2021. Understanding and Defining Dark Data for the Manufacturing Industry. IEEE Transactions on Engineering Management PP (5 2021) 1\u201313. 10.1109\/TEM.2021.3051981","key":"e_1_3_3_2_5_2","DOI":"10.1109\/TEM.2021.3051981"},{"doi-asserted-by":"publisher","unstructured":"Ted Dunning. 2021. The t-digest: Efficient estimates of distributions. Software Impacts 7 (2 2021) 100049. 10.1016\/j.simpa.2020.100049","key":"e_1_3_3_2_6_2","DOI":"10.1016\/j.simpa.2020.100049"},{"key":"e_1_3_3_2_7_2","volume-title":"Practical Machine Learning: A New Look at Anomaly Detection","author":"Dunning Ted","year":"2014","unstructured":"Ted Dunning and Ellen Friedman. 2014. Practical Machine Learning: A New Look at Anomaly Detection. O\u2019Reilly Media, Inc."},{"doi-asserted-by":"publisher","unstructured":"Hadi Fadlallah Rima Kilany Houssein Dhayne Rami\u00a0El Haddad Rafiqul Haque Yehia Taher and Ali Jaber. 2023. Context-aware Big Data Quality Assessment: A Scoping Review. Journal of Data and Information Quality 15 (8 2023). Issue 3. 10.1145\/3603707https:\/\/dl.acm.org\/doi\/10.1145\/3603707","key":"e_1_3_3_2_8_2","DOI":"10.1145\/3603707"},{"doi-asserted-by":"publisher","unstructured":"Gregory Gimpel and Allan Alter. 2021. Benefit From the Internet of Things Right Now by Accessing Dark Data. IT Professional 23 (2021) 45\u201349. Issue 2. 10.1109\/MITP.2020.3025483","key":"e_1_3_3_2_9_2","DOI":"10.1109\/MITP.2020.3025483"},{"doi-asserted-by":"publisher","unstructured":"Olaronke\u00a0G. Iroju and Janet\u00a0O. Olaleke. 2015. A Systematic Review of Natural Language Processing in Healthcare. International Journal of Information Technology and Computer Science 7 (7 2015) 44\u201350. Issue 8. 10.5815\/ijitcs.2015.08.07","key":"e_1_3_3_2_10_2","DOI":"10.5815\/ijitcs.2015.08.07"},{"doi-asserted-by":"publisher","key":"e_1_3_3_2_11_2","DOI":"10.1016\/C2009-0-17212-4"},{"key":"e_1_3_3_2_12_2","volume-title":"Data Quality: Dimensions, Measurement, Strategy, Management, and Governance","author":"Mahanti Rupa","year":"2019","unstructured":"Rupa Mahanti. 2019. Data Quality: Dimensions, Measurement, Strategy, Management, and Governance. ASQ Quality Press."},{"key":"e_1_3_3_2_13_2","volume-title":"Data Quality: Dimensions, Measurement, Strategy, Management, and Governance","author":"Mahanti Rupa","year":"2019","unstructured":"Rupa Mahanti. 2019. Data Quality: Dimensions, Measurement, Strategy, Management, and Governance. ASQ Quality Press, USA."},{"doi-asserted-by":"publisher","unstructured":"\u00d3. Oliveira and B. Oliveira. 2022. An Extensible Framework for Data Reliability Assessment. International Conference on Enterprise Information Systems ICEIS - Proceedings 1. 10.5220\/0010863600003179","key":"e_1_3_3_2_14_2","DOI":"10.5220\/0010863600003179"},{"doi-asserted-by":"publisher","key":"e_1_3_3_2_15_2","DOI":"10.7551\/mitpress\/4037.001.0001"},{"doi-asserted-by":"publisher","unstructured":"Sebastian Schelter Dustin Lange Philipp Schmidt Meltem Celikel Felix Biessmann and Andreas Grafberger. 2018. Automating large-scale data quality verification. Proceedings of the VLDB Endowment 11 1781\u20131794. Issue 12. 10.14778\/3229863.3229867 https:\/\/dl.acm.org\/doi\/10.14778\/3229863.3229867","key":"e_1_3_3_2_16_2","DOI":"10.14778\/3229863.3229867"}],"event":{"acronym":"ICoMS 2024","name":"ICoMS 2024: 2024 7th International Conference on Mathematics and Statistics","location":"Amarante Portugal"},"container-title":["Proceedings of the 2024 7th International Conference on Mathematics and Statistics"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3686592.3686609","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3686592.3686609","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:05:51Z","timestamp":1750291551000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3686592.3686609"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,23]]},"references-count":15,"alternative-id":["10.1145\/3686592.3686609","10.1145\/3686592"],"URL":"https:\/\/doi.org\/10.1145\/3686592.3686609","relation":{},"subject":[],"published":{"date-parts":[[2024,6,23]]},"assertion":[{"value":"2024-12-02","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}