[HTML][HTML] Methodical aspects of MCDM based E-commerce recommender system

A Bączkiewicz, B Kizielewicz, A Shekhovtsov… - Journal of Theoretical …, 2021 - mdpi.com
The aim of this paper is to present the use of an innovative approach based on MCDM
methods as the main component of a consumer Decision Support System (DSS) by …

Analysis and classification of multi-criteria recommender systems

N Manouselis, C Costopoulou - World Wide Web, 2007 - Springer
Recent studies have indicated that the application of Multi-Criteria Decision Making (MCDM)
methods in recommender systems has yet to be systematically explored. This observation …

A systematic study on the recommender systems in the E-commerce

PM Alamdari, NJ Navimipour, M Hosseinzadeh… - Ieee …, 2020 - ieeexplore.ieee.org
Electronic commerce or e-commerce includes the service and good exchange through
electronic support like the Internet. It plays a crucial role in today's business and users' …

[PDF][PDF] Machine learning based recommender system for e-commerce

M Loukili, F Messaoudi, M El Ghazi - IAES International Journal of …, 2023 - academia.edu
Nowadays, e-commerce is becoming an essential part of business for many reasons,
including the simplicity, availability, richness and diversity of products and services, flexibility …

[HTML][HTML] Customer satisfaction of recommender system: Examining accuracy and diversity in several types of recommendation approaches

J Kim, I Choi, Q Li - Sustainability, 2021 - mdpi.com
Information technology and the popularity of mobile devices allow for various types of
customer data, such as purchase history and behavior patterns, to be collected. As customer …

MEREC-COBRA approach in e-commerce development strategy selection

G Popović, Đ Pucar… - Journal of process …, 2022 - aseestant.ceon.rs
The research objective of the paper is to propose a model, based on the Multiple-Criteria
Decision-Making (MCDM) methods, that facilitates a selection process of an adequate …

Recommendation system development for fashion retail e-commerce

H Hwangbo, YS Kim, KJ Cha - Electronic Commerce Research and …, 2018 - Elsevier
This study presents a real-world collaborative filtering recommendation system implemented
in a large Korean fashion company that sells fashion products through both online and …

Multi-criteria review-based recommender system–the state of the art

SM Al-Ghuribi, SAM Noah - IEEE Access, 2019 - ieeexplore.ieee.org
In recent times, the recommender systems (RSs) have considerable importance in
academia, commercial activities, and industry. They are widely used in various domains …

An integrated recommender system for improved accuracy and aggregate diversity

S Bag, A Ghadge, MK Tiwari - Computers & Industrial Engineering, 2019 - Elsevier
Abstract Information explosion creates dilemma in finding preferred products from the digital
marketplaces. Thus, it is challenging for online companies to develop an efficient …

[HTML][HTML] OCA: ordered clustering-based algorithm for E-commerce recommendation system

Y Gulzar, AA Alwan, RM Abdullah, AZ Abualkishik… - Sustainability, 2023 - mdpi.com
The industry of e-commerce (EC) has become more popular and creates tremendous
business opportunities for many firms. Modern societies are gradually shifting towards …