Hybrid Recommendation Using Temporal Data for Accuracy Improvement in Item Recommendation

D Parasuraman, S Elumalai - Journal of Information and Organizational …, 2021 - hrcak.srce.hr
Sažetak Recommender systems have become a vital entity to the business world in form of
software tools to make decisions. It estimates the overloaded information and provides the …

Improving the accuracy of item recommendations by combining collaborative and content-based recommendations: a hybrid approach

D Parasuraman, S Elumalai - International Journal of …, 2021 - inderscienceonline.com
Recommender systems facilitate the users by providing the ample information of the items or
the products they are interested. Users would not be aware of item details without the help of …

[PDF][PDF] Survey on collaborative filtering technique in recommendation system

OS Revankar, Y Haribhakta - … Journal of Application or Innovation in …, 2015 - academia.edu
This article presents an overview of recommendation System and illustrates the present
generation of recommendation techniques. These techniques are usually categorized into …

[PDF][PDF] A Content Boosted Hybrid Recommender System

S Çapraz, S Temizer - Computer Engineering Department, Middle …, 2017 - academia.edu
Recommender systems have potential importance in many domains like e-commence,
social media and entertainment. The more people need to find more relevant products, the …

An intelligent framework for online product recommendation using collaborative filtering

G Chandrasekaran, DJ Hemanth - Proceedings of International …, 2021 - Springer
Recommendation systems have become a vital area of research in recent times. These
recommendation systems are very much needed for e-commerce applications to identify the …

[PDF][PDF] A comprehensive study of hybrid recommendation systems for e-commerce applications

A Suresh, MJ Carmel, M Belinda - International Journal of …, 2020 - researchgate.net
Recommender Systems (RS) are playing a significant role to improve the business growth of
web-based applications around the world. It is moderately a new area of research in Artificial …

Hybrid recommendation system based on collaborative and content-based filtering

G Parthasarathy, S Sathiya Devi - Cybernetics and Systems, 2023 - Taylor & Francis
Abstract A Recommendation System (RS) is a method which filters the information and
helped users' to choose the corresponding target from the huge amount of information …

A time-aware hybrid recommendation scheme combining content-based and collaborative filtering

H Li, D Han - Frontiers of Computer Science, 2021 - search.proquest.com
Nowadays, the problem of information overload of Internet applications is becoming more
and more serious, which makes it difficult for users to choose what they really like. Various …

Hybrid recommender system with temporal information

F Ullah, G Sarwar, SC Lee, YK Park… - The International …, 2012 - ieeexplore.ieee.org
In the last few years, many recommender systems have been proposed but most of them
suffer from scalability, sparsity and cold start issues. The existing recommender systems …

Recency augmented hybrid collaborative movie recommendation system

R Sujithra Alias Kanmani, B Surendiran… - International Journal of …, 2021 - Springer
As days rolls internet information grows exponentially and the personalized
recommendation system has its vibrant area of research providing relevant information to …