A hybrid user-item-based collaborative filtering model for e-commerce recommendations

A hybrid user-item-based collaborative filtering model for e-commerce recommendations

Saved in:

Bibliographic Details
Main Authors:	Galyna Chornous, Ihor Nikolskyi, Mateusz Wyszyński Wyszyński, Ganna Kharlamova, Piotr Stolarczyk
Format:	Article
Language:	English
Published:	Centre of Sociological Research, Szczecin 2021-12-01
Series:	Journal of International Studies
Online Access:	https://www.jois.eu/?733,en_a-hybrid-user-item-based-collaborative-filtering-model-for-e-commerce-recommendations
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Article Recommendations with Item-Based Collaborative Filtering on Online News Portals
by: Bram Bravo, et al.
Published: (2024-09-01)

Collaborative filtering recommendation algorithm based on hybrid clustering and user preferences fusion
by: Ma Tian, et al.
Published: (2022-04-01)

Researcb on Social Network Collaborative Filtering Based E-commerce Recommending
by: Chunhua Ju, et al.
Published: (2014-09-01)

Improvement of E-Commerce Recommendation Systems with Deep Hybrid Collaborative Filtering with Content: a Case Study
by: Filip Wójcik, et al.
Published: (2020-01-01)

Performance Analysis of the Item-Based Collaborative Filtering Model in Yogyakarta Tourism Recommendations
by: Melany Mustika Dewi, et al.
Published: (2025-03-01)

A Recommendation System for E-Commerce Products Using Collaborative Filtering Approaches
by: Neelamadhab Padhy, et al.
Published: (2024-09-01)

Product collaborative filtering based recommendation systems for large-scale E-commerce
by: Trang Trinh, et al.
Published: (2025-06-01)

Optimization of the Hybrid Movie Recommendation System Based on Weighted Classification and User Collaborative Filtering Algorithm
by: Zhenning Yuan, et al.
Published: (2021-01-01)

User fuzzy similarity-based collaborative filtering recommendation algorithm
by: tao WUYi, et al.
Published: (2016-04-01)

Retracted: Optimization of the Hybrid Movie Recommendation System Based on Weighted Classification and User Collaborative Filtering Algorithm
by: null Complexity
Published: (2024-01-01)

A Collaborative Filtering Recommendation Algorithm Based on User Confidence and Time Context
by: Guangxia Xu, et al.
Published: (2019-01-01)

Utilize Deep learning to increase the performance of a Book recommender system using the Item-based Collaborative Filtering
by: Cu Nguyen Giap, et al.
Published: (2022-02-01)

Improved recommender system using Neural Network Collaborative Filtering (NNCF) for E-commerce cosmetic product
by: Subhan Subhan, et al.
Published: (2025-01-01)

Sistem Rekomendasi Buku Menggunakan Metode Item-Based Collaborative Filtering
by: Andrew Hans Ritdrix, et al.
Published: (2018-11-01)

Research on Hybrid Collaborative Filtering Recommendation Algorithm Based on the Time Effect and Sentiment Analysis
by: Xibin Wang, et al.
Published: (2021-01-01)

IBCFaiCDR: Auxiliary data-driven item-based collaborative filtering in cross-domain RSs to address user cold start problem
by: Ronakkumar Patel, et al.
Published: (2024-12-01)

A Novel Hybrid Item-Based Similarity Method to Mitigate the Effects of Data Sparsity in Multi-Criteria Collaborative Filtering
by: Burcu Demirelli Okkalioglu
Published: (2025-01-01)

Book Recommendation Using Collaborative Filtering Algorithm
by: Esmael Ahmed, et al.
Published: (2023-01-01)

PGCF: Perception graph collaborative filtering for recommendation
by: Caihong Mu, et al.
Published: (2024-11-01)

Unlocking latent features of users and items: empowering multi-modal recommendation systems
by: Subham Raj, et al.
Published: (2025-07-01)

Thermal conditions on the coast of Labrador during the late 18th century
by: G. Singh, et al.
Published: (2025-05-01)

Handling data sparsity via item metadata embedding into deep collaborative recommender system
by: Gopal Behera, et al.
Published: (2022-11-01)

A two-stage recommendation optimization algorithm based on item popularity and user features
by: Jun Wang, et al.
Published: (2024-10-01)

From Rating Predictions to Reliable Recommendations in Collaborative Filtering: The Concept of Recommendation Reliability Classes
by: Dionisis Margaris, et al.
Published: (2025-04-01)

Collaborative filtering-based Madura Island tourism recommendation system using RecommenderNet
by: Permana Kurniawan Eka, et al.
Published: (2024-01-01)

Film Recommender System Menggunakan Metode Neural Collaborative Filtering
by: Ni’mah Khoiriyah Ayyiyah, et al.
Published: (2023-07-01)

INTEGRASI NAIVE BAYES DAN ITEM-BASED COLLABORATIVE FILTERING DALAM SISTEM PEMETAAN KOMPETENSI MAHASISWA
by: Dini Nurmalasari, et al.
Published: (2025-06-01)

A novel method for a technology enhanced learning recommender system considering changing user interest based on neural collaborative filtering
by: Mohammad Mehran Lesan Sedgh, et al.
Published: (2025-06-01)

Bias-corrected-based collaborative filtering recommendation (Bias-Corr-CF).
by: Tu Cam Thi Tran, et al.
Published: (2025-01-01)

Collaborative filtering recommendation using fusing criteria against shilling attacks
by: Li Li, et al.
Published: (2022-12-01)

Bearing Fault Identification Method Based on Collaborative Filtering Recommendation Technology
by: Guangbin Wang, et al.
Published: (2019-01-01)

Collaborative Filtering Recommendation-Based Random Negative Sampling and Graph Attention
by: Weiqiang Li, et al.
Published: (2025-01-01)

Advanced Clustering Techniques with Bio-Inspired for Collaborative Filtering Recommendation Systems
by: Luong Vuong Nguyen
Published: (2025-02-01)

API recommendation for Mashup creation based on neural graph collaborative filtering
by: Sixian Lian, et al.
Published: (2022-12-01)

Using Prediction Confidence Factors to Enhance Collaborative Filtering Recommendation Quality
by: Dionisis Margaris, et al.
Published: (2025-05-01)

Collaborative Filtering Recommendation Algorithm for MOOC Resources Based on Deep Learning
by: Lili Wu
Published: (2021-01-01)

Collaborative filtering recommendation algorithm based on rough set rule extraction
by: Yonggong REN, et al.
Published: (2020-01-01)

Some recommendations about item writing
by: Sergio Alexis Dominguez-Lara
Published: (2017-06-01)

Research on the recommendation strategy of dual-channel manufacturers for hybrid e-commerce platforms
by: Yang Wang
Published: (2024-12-01)

Collaborative Recommendation for Online Social Networks Based on User Behavior Cognitive
by: Jin Qi, et al.
Published: (2015-10-01)