A multi-criteria analysis for an internet of things application recommendation system

被引:33
|
作者
Mashal, Ibrahim [1 ]
Alsaryrah, Osama [2 ]
Chung, Tein-Yaw [3 ]
Yuan, Fong-Ching [4 ]
机构
[1] Aqaba Univ Technol, Comp Sci Dept, Aqaba, Jordan
[2] Supreme Judge Dept, E Govt Unit, Amman, Jordan
[3] Yuan Ze Univ, Innovat Ctr Big Data & Digital Convergence, Taoyuan, Taiwan
[4] Yuan Ze Univ, Dept Informat Management, Taoyuan, Taiwan
关键词
Internet of things application; Smart objects; Multicriteria decision-making; Analytical hierarchy process; Simple additive weight; Recommender system; ANALYTIC NETWORK PROCESS; NORMALIZATION TECHNIQUES; HIERARCHY PROCESS; SMART; ALGORITHMS;
D O I
10.1016/j.techsoc.2019.101216
中图分类号
D58 [社会生活与社会问题]; C913 [社会生活与社会问题];
学科分类号
摘要
Various internet of things applications are available that cover every aspect of daily life and users can subscribe to numerous IoT applications. Selecting the most suitable IoT applications for individual users is a critical challenge. This study aims to solve this challenge by proposing recommendation system using a hybrid multicriteria decision-making approach based on the analytical hierarchy process and simple additive weight methods. Based on the opinions and preferences of experts, the model and the hierarchy were designed to assess and compare three crucial criteria, namely smart objects, applications, and providers. The results show that applications criterion is more important for users than the other two criteria. In specific, privacy, reliability, and availability are crucial criteria for IoT applications.
引用
收藏
页数:8
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