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However, the large variety of devices and their inconsistent quality due to varying hardware costs have an influence on the data produced by such devices. In this article, a catalog of CIoT properties is introduced, which enables the prediction of data quality. The data-quality catalog contains six categories and 21 properties with descriptions and trust score calculation methods. A diagramming tool is implemented to support and facilitate the process of evaluation. The tool was assessed in an experimental setting with 14 users and received positive feedback. Additionally, we provide an exemplary application for smartwatch devices and compare the results obtained with the approach with the users\u2019 evaluation based on the feedback from 158 smartwatch owners. As a result, the method-based ranking does not provide similar results to the regular users. However, it yields comparable outcomes to the assessment conducted by experienced users.<\/jats:p>","DOI":"10.1145\/3639708","type":"journal-article","created":{"date-parts":[[2024,1,9]],"date-time":"2024-01-09T15:09:21Z","timestamp":1704812961000},"page":"1-25","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["A Catalog of Consumer IoT Device Characteristics for Data Quality Estimation"],"prefix":"10.1145","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8274-5924","authenticated-orcid":false,"given":"Valentina","family":"Golendukhina","sequence":"first","affiliation":[{"name":"University of Innsbruck, Innsbruck, Austria"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6283-0419","authenticated-orcid":false,"given":"Harald","family":"Foidl","sequence":"additional","affiliation":[{"name":"University of Innsbruck, Innsbruck, Austria"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-8364-8317","authenticated-orcid":false,"given":"Daniel","family":"H\u00f6rl","sequence":"additional","affiliation":[{"name":"University of Innsbruck, Innsbruck, Austria"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3818-4442","authenticated-orcid":false,"given":"Michael","family":"Felderer","sequence":"additional","affiliation":[{"name":"German Aerospace Center (DLR), Cologne, Germany and University of Cologne, Cologne, Germany and University of Innsbruck, Innsbruck, Austria"}]}],"member":"320","published-online":{"date-parts":[[2024,12,11]]},"reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1109\/MCE.2019.2953740"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1145\/3418686"},{"key":"e_1_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10776-020-00483-7"},{"key":"e_1_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-17016-9_2"},{"key":"e_1_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-75160-3_1"},{"key":"e_1_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-25949-x"},{"issue":"10","key":"e_1_3_2_8_2","doi-asserted-by":"crossref","first-page":"e0000104","DOI":"10.1371\/journal.pdig.0000104","article-title":"Challenges and recommendations for wearable devices in digital health: Data quality, interoperability, health equity, fairness","volume":"1","author":"Canali Stefano","year":"2022","unstructured":"Stefano Canali, Viola Schiaffonati, and Andrea Aliverti. 2022. 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