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題名 Evaluation factors of adopting smart home IoT: The hybrid fuzzy MCDM approach for robot vacuum
作者 楊亨利; 李博逸
Yang, Heng-Li;Li, Bo-Yi
貢獻者 資管系
關鍵詞 Robot vacuum; smart home IoT; fuzzy theory; analytical network process; decision-making trial and evaluation laboratory; adoption factors
日期 2024-06
上傳時間 10-Sep-2024 13:08:03 (UTC+8)
摘要 With the vigorous development of information technology, the applications of the Internet of Things (IoT) have become increasingly common in recent years. Robot vacuum has become a popular and representative product in smart homes. This study proposed a hybrid fuzzy multi-criteria decision-making (MCDM) model that applied fuzzy analytic network process (FANP) and decision-making trial and evaluation laboratory (DEMATEL) to analyze the critical factors evaluated by users when adopting a robot vacuum. It was found that the top two dimensions in order are “epistemic value” and “functional value”; and the top five factors in order are “novelty”, “exploratory”, “family information infrastructure”, “family consensus”, and “reliability”. Significant influential and affected factors were identified. Gender differences in decision-making factors are also discussed.
關聯 Journal of Ambient Intelligence and Smart Environments, pp.1-26
資料類型 article
DOI https://doi.org/10.3233/ais-230071
dc.contributor 資管系-
dc.creator (作者) 楊亨利; 李博逸-
dc.creator (作者) Yang, Heng-Li;Li, Bo-Yi-
dc.date (日期) 2024-06-
dc.date.accessioned 10-Sep-2024 13:08:03 (UTC+8)-
dc.date.available 10-Sep-2024 13:08:03 (UTC+8)-
dc.date.issued (上傳時間) 10-Sep-2024 13:08:03 (UTC+8)-
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/153663-
dc.description.abstract (摘要) With the vigorous development of information technology, the applications of the Internet of Things (IoT) have become increasingly common in recent years. Robot vacuum has become a popular and representative product in smart homes. This study proposed a hybrid fuzzy multi-criteria decision-making (MCDM) model that applied fuzzy analytic network process (FANP) and decision-making trial and evaluation laboratory (DEMATEL) to analyze the critical factors evaluated by users when adopting a robot vacuum. It was found that the top two dimensions in order are “epistemic value” and “functional value”; and the top five factors in order are “novelty”, “exploratory”, “family information infrastructure”, “family consensus”, and “reliability”. Significant influential and affected factors were identified. Gender differences in decision-making factors are also discussed.-
dc.format.extent 98 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) Journal of Ambient Intelligence and Smart Environments, pp.1-26-
dc.subject (關鍵詞) Robot vacuum; smart home IoT; fuzzy theory; analytical network process; decision-making trial and evaluation laboratory; adoption factors-
dc.title (題名) Evaluation factors of adopting smart home IoT: The hybrid fuzzy MCDM approach for robot vacuum-
dc.type (資料類型) article-
dc.identifier.doi (DOI) 10.3233/ais-230071-
dc.doi.uri (DOI) https://doi.org/10.3233/ais-230071-