Collaborative filtering recommender systems taxonomy

H Papadakis, A Papagrigoriou, C Panagiotakis… - … and Information Systems, 2022 - Springer
In the era of internet access, recommender systems try to alleviate the difficulty that
consumers face while trying to find items (eg, services, products, or information) that better …

Approaches and algorithms to mitigate cold start problems in recommender systems: a systematic literature review

DK Panda, S Ray - Journal of Intelligent Information Systems, 2022 - Springer
Cold Start problems in recommender systems pose various challenges in the adoption and
use of recommender systems, especially for new item uptake and new user engagement …

A many-objective optimization recommendation algorithm based on knowledge mining

X Cai, Z Hu, J Chen - Information Sciences, 2020 - Elsevier
Recommendation system (RS) is a technology that provides accurate recommendation for
users. In order to make the recommendation results more accurate and diverse, we …

A multi-level collaborative filtering method that improves recommendations

N Polatidis, CK Georgiadis - Expert Systems with Applications, 2016 - Elsevier
Collaborative filtering is one of the most used approaches for providing recommendations in
various online environments. Even though collaborative recommendation methods have …

Fuzzy tools in recommender systems: A survey

R Yera, L Martinez - International Journal of Computational Intelligence …, 2017 - Springer
Recommender systems are currently successful solutions for facilitating access for online
users to the information that fits their preferences and needs in overloaded search spaces. In …

HIFCF: An effective hybrid model between picture fuzzy clustering and intuitionistic fuzzy recommender systems for medical diagnosis

NT Thong - Expert Systems with Applications, 2015 - Elsevier
The health care support system is a special type of recommender systems that play an
important role in medical sciences nowadays. This kind of systems often provides the …

Dpfcm

LH Son - Expert Systems with Applications: An International …, 2015 - dl.acm.org
We focused on fuzzy clustering in distributed environments. A novel distributed picture fuzzy
clustering method was presented. It combined the ideas of the facilitator model and picture …

An improved matrix factorization based model for many-objective optimization recommendation

Z Cui, P Zhao, Z Hu, X Cai, W Zhang, J Chen - Information Sciences, 2021 - Elsevier
As the application scenarios of recommendation algorithms are becoming increasingly
complex, the efficiency of traditional recommendation algorithm based on accuracy is no …

Bipolar neutrosophic soft sets and applications in decision making

M Ali, LH Son, I Deli, ND Tien - Journal of Intelligent & Fuzzy …, 2017 - content.iospress.com
Neutrosophic set, proposed by Smarandache considers a truth membership function, an
indeterminacy membership function and a falsity membership function. Soft set, proposed by …

Picture fuzzy clustering: a new computational intelligence method

PH Thong, LH Son - Soft computing, 2016 - Springer
Fuzzy clustering especially fuzzy C C-means (FCM) is considered as a useful tool in the
processes of pattern recognition and knowledge discovery from a database; thus being …