1
assistant professor of computer dep/ islamic azad university ayatollah amoli branch
2
islamic azad university,ayatollah amoli branch
Abstract
The Internet of Things is an emerging information architecture based on the Internet that develops interaction between things and services in a safe and reliable environment. In fact, the purpose of this structure is to reduce the distance between the things of the physical world and information systems. In the Internet of Things, it is expected that intelligent devices will become active members in business and informational and social processes, so that they are able to interact between themselves and the external environment through the exchange of data and sensed information. In fact, the Internet of Things is a network of devices in which various things can communicate with other equipment with the help of computers and through Internet connections. Recommendation technologies can help to more easily identify relevant artifacts and thus will become one of the key technologies in future IoT solutions. The main task of recommender systems is to recommend service providers that meet the different needs of users. The paper porposes a Support Vector Machine (SVM) based algorithm and the TOPSIS multi-criteria decision-making model in order to create an effective recommender system and provide suggestions to users based on their preferences and increase user satisfaction. The experimental results show that the proposed recommender system can produce a series of objective recommendations that are effective based on accuracy and variety, novelty and high coverage. Finally, the results confirm the improvement in making recommendations.
hassani, M., & sarmadi, E. (2024). A recommender system using a support vector machine and the TOPSIS model in the Internet of Things. Electronic and Cyber Defense, 11(4), -.
MLA
Mohammadmehdi hassani; Eshrat sarmadi. "A recommender system using a support vector machine and the TOPSIS model in the Internet of Things". Electronic and Cyber Defense, 11, 4, 2024, -.
HARVARD
hassani, M., sarmadi, E. (2024). 'A recommender system using a support vector machine and the TOPSIS model in the Internet of Things', Electronic and Cyber Defense, 11(4), pp. -.
VANCOUVER
hassani, M., sarmadi, E. A recommender system using a support vector machine and the TOPSIS model in the Internet of Things. Electronic and Cyber Defense, 2024; 11(4): -.
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