Deep learning based recommender system using cross convolutional filters

S Lee, D Kim - Information Sciences, 2022 - Elsevier
With the recent development of online transactions, recommender systems have
increasingly attracted attention in various domains. The recommender system supports the …

[PDF][PDF] Deep learning methods on recommender system: A survey of state-of-the-art

BT Betru, CA Onana, B Batchakui - International Journal of Computer …, 2017 - academia.edu
The advancement in technology accelerated and opened availability of various alternatives
to make a choice in every domain. In the era of big data it is a tedious and time consuming …

A review on deep learning for recommender systems: challenges and remedies

Z Batmaz, A Yurekli, A Bilge, C Kaleli - Artificial Intelligence Review, 2019 - Springer
Recommender systems are effective tools of information filtering that are prevalent due to
increasing access to the Internet, personalization trends, and changing habits of computer …

A survey of recommender systems based on deep learning

R Mu - Ieee Access, 2018 - ieeexplore.ieee.org
In recent years, deep learning's revolutionary advances in speech recognition, image
analysis, and natural language processing have gained significant attention. Deep learning …

Deep learning based recommender system: A survey and new perspectives

S Zhang, L Yao, A Sun, Y Tay - ACM computing surveys (CSUR), 2019 - dl.acm.org
With the growing volume of online information, recommender systems have been an
effective strategy to overcome information overload. The utility of recommender systems …

A novel deep multi-criteria collaborative filtering model for recommendation system

N Nassar, A Jafar, Y Rahhal - Knowledge-Based Systems, 2020 - Elsevier
Recommender systems have been in existence everywhere with most of them using single
ratings in prediction. However, multi-criteria predictions have been proved to be more …

Integration of deep sparse autoencoder and particle swarm optimization to develop a recommender system

M Ahmadian, M Ahmadi, S Ahmadian… - … on Systems, Man …, 2021 - ieeexplore.ieee.org
Recommender systems are known as intelligent systems which have many applications in
enormous domains such as social networks, e-commerce services, and online shopping …

CNNRec: Convolutional Neural Network based recommender systems-A survey

R Patel, P Thakkar, V Ukani - Engineering Applications of Artificial …, 2024 - Elsevier
Easy internet access and technological advancements have resulted in information overload
and a plethora of options, making decision-making extremely difficult. Recommender …

A novel deep hybrid recommender system based on auto-encoder with neural collaborative filtering

Y Liu, S Wang, MS Khan, J He - Big Data Mining and Analytics, 2018 - ieeexplore.ieee.org
Due to the widespread availability of implicit feedback (eg, clicks and purchases), some
researchers have endeavored to design recommender systems based on implicit feedback …

DNNRec: A novel deep learning based hybrid recommender system

R Kiran, P Kumar, B Bhasker - Expert Systems with Applications, 2020 - Elsevier
We propose a novel deep learning hybrid recommender system to address the gaps in
Collaborative Filtering systems and achieve the state-of-the-art predictive accuracy using …