20.500.12556/DKUM-84851 Intelligent user interfaces and their evaluation: a systematic mapping study Intelligent user interfaces (IUI) are driven by the goal of improvement in human–computer interaction (HCI), mainly improving user interfaces’ user experience (UX) or usability with the help of artificial intelligence. The main goal of this study is to find, assess, and synthesize existing state-of-the-art work in the field of IUI with an additional focus on the evaluation of IUI. This study analyzed 211 studies published in the field between 2012 and 2022. Studies are most frequently tied to HCI and SE domains. Definitions of IUI were observed, showing that adaptation, representation, and intelligence are key characteristics associated with IUIs, whereas adaptation, reasoning, and representation are the most commonly used verbs in their description. Evaluation of IUI is mainly conducted with experiments and questionnaires, though usability and UX are not considered together in evaluations. Most evaluations (81% of studies) reported partial or complete improvement in usability or UX. A shortage of evaluation tools, methods, and metrics, tailored for IUI, is noticed. Most often, empirical data collection methods and data sources in IUI evaluation studies are experiment, prototype development, and questionnaire. intelligent user interfaces IUI usability user experience evaluation inteligentni sistemi uporabnost evaluacija true false true MDPI AG Angleški jezik Slovenski jezik https://www.mdpi.com/journal/sensors © 2022 by the authors Znanstveno delo 2023-08-01 09:13:17 2023-08-01 09:13:17 2025-04-01 11:33:24 0000-00-00 00:00:00 2022 0 0 36 str. iss. 15 Vol. 22 4 Avg. 2022 0000-00-00 Zaloznikova Objavljeno NiDoloceno 2022-07-05 2022-08-02 2022-08-04 004.5 118214659 10.3390/s22155830 1424-8220 Intelligent_User_Interfaces_and_Th-Brdnik-2022.pdf Intelligent_User_Interfaces_and_Th-Brdnik-2022.pdf 1 2E9CFF7FABE7EDF577ADED5C756F8716 03af67d030294224a86fce9e3f872f546b59f7bbc4623c1849aec03ca0b7a82e a72e1742-303b-11ee-8110-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=169129 https://www.mdpi.com/1424-8220/22/15/5830 0 bcc7362b-303b-11ee-8110-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=169130 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0