Zobrazeno 1 - 10
of 1 492
pro vyhledávání: '"MovieLens"'
Publikováno v:
IEEE Access, Vol 10, Pp 68429-68439 (2022)
Recommender Systems have become one of the most important tools for streaming and marketplace systems in recent years. Their increased use has revealed clear bias and unfairness against minorities and underrepresented groups. This paper seeks the ori
Externí odkaz:
https://doaj.org/article/3c19e2603c724e009f400b5488bb5422
Publikováno v:
Journal of Information and Organizational Sciences. 44(1):157-170
Externí odkaz:
https://www.ceeol.com/search/article-detail?id=875726
Publikováno v:
Journal of Information and Organizational Sciences, Vol 44, Iss 1, Pp 157-170 (2020)
The proposed research work is an effort to provide accurate movie recommendations to a group of users with the help of a rule-based content-based group recommender system. The whole approach is categorized into 2 phases. In phase 1, a rule- based app
Externí odkaz:
https://doaj.org/article/24cf7497e3794dcead2e079e8d080ba5
Autor:
Savas Okyay, Sercan Aygun
Publikováno v:
PeerJ Computer Science, Vol 7, p e784 (2021)
Recommender systems include a broad scope of applications and are associated with subjective preferences, indicating variations in recommendations. As a field of data science and machine learning, recommender systems require both statistical perspect
Externí odkaz:
https://doaj.org/article/f9bb70eee2c24a059e4e26631d2b8fe0
Autor:
M. Subaji, P. Shanmuga Sundari
Publikováno v:
Journal of King Saud University - Computer and Information Sciences. 34:8390-8400
The proposed work aims to solve data sparsity problem in the recommendation system. It handles two-level pre-processing techniques to reduce the data size at the item level. Additional resources like items genre, tag, and time are added to learn and
Publikováno v:
IEEE Internet of Things Journal. 9:14151-14161
Edge computing architectures can help us quickly process the data collected by Internet of Things (IoT) and caching files to edge nodes can speed up the response speed of IoT devices requesting files. Blockchain architectures can help us ensure the s
Autor:
Baoshan Sun, Lingyu Dong
Publikováno v:
IEEE Access, Vol 5, Pp 1682-1691 (2017)
A recommendation system provides personalized recommendations on products and services to users. In the traditional recommendation system, the user interest is regarded as constant over time, while in fact, the user interest changes over time. Hence,
Externí odkaz:
https://doaj.org/article/83331f855cb142d18c7dee3e9c1bf487
Publikováno v:
IEEE Transactions on Systems, Man, and Cybernetics: Systems. 52:3038-3051
Pairwise comparison matrix (PCM) is an important tool to rank items by deriving priorities and has been used in various applications. Though large-scale sparse PCMs appear frequently in today's big data environment, it is hard for existing prioritiza
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.
Autor:
null Gul-E-Laraib, Sardar Khaliq uz Zaman, Tahir Maqsood, Faisal Rehman, Saad Mustafa, Muhammad Amir Khan, Neelam Gohar, Abeer D. Algarni, Hela Elmannai
Publikováno v:
Electronics; Volume 12; Issue 2; Pages: 284
High-speed internet has boosted clients’ traffic needs. Content caching on mobile edge computing (MEC) servers reduces traffic and latency. Caching with MEC faces difficulties such as user mobility, limited storage, varying user preferences, and ri