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A Recommendation System in E-Commerce with Profit-Support Fuzzy Association Rule Mining (P-FARM)

https://doi.org/10.3390/jtaer18020043

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1 of the 51 references listed on this page is in the Retraction Watch database as retracted (export 2026-10-28): 10.1007/s00500-020-05229-4 (notice 2024-10-17).

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-23756-1_21openalex-snapshot

Gender Prediction from Classified Indoor Customer Paths by Fuzzy C-Medoids Clustering

inferredcites →https://doi.org/10.1007/978-981-99-8251-6_2openalex-snapshot

Association Analysis: Basic Concepts and Algorithms

inferredcites →https://doi.org/10.1007/s00500-020-05229-4openalex-snapshot

RETRACTED ARTICLE: Association rule mining using fuzzy logic and whale optimization algorithm

inferredcites →https://doi.org/10.1007/s10115-017-1045-1openalex-snapshot

Time-weighted counting for recently frequent pattern mining in data streams

inferredcites →https://doi.org/10.1007/s10257-016-0329-4openalex-snapshot

Using association rules to assess purchase probability in online stores

inferredcites →https://doi.org/10.1007/s10489-016-0892-xopenalex-snapshot

A recommendation approach for programming online judges supported by data preprocessing techniques

inferredcites →https://doi.org/10.1007/s10489-018-1375-zopenalex-snapshot

Merging user social network into the random walk model for better group recommendation

inferredcites →https://doi.org/10.1007/s10489-018-1378-9openalex-snapshot

Taxonomy-aware collaborative denoising autoencoder for personalized recommendation

inferredcites →https://doi.org/10.1007/s10489-019-01443-2openalex-snapshot

Collaborative filtering recommendation algorithm integrating time windows and rating predictions

inferredcites →https://doi.org/10.1007/s10489-019-01531-3openalex-snapshot

Extracting relations of crime rates through fuzzy association rules mining

inferredcites →https://doi.org/10.1007/s12652-020-01736-2openalex-snapshot

A novel fuzzy association rule for efficient data mining of ubiquitous real-time data

inferredcites →https://doi.org/10.1007/s40747-020-00179-8openalex-snapshot

An interval fuzzy number-based fuzzy collaborative forecasting approach for DRAM yield forecasting

inferredcites →https://doi.org/10.1007/s40747-021-00607-3openalex-snapshot

Fuzzy association rule mining approach to identify e-commerce product association considering sales amount

inferredcites →https://doi.org/10.1016/j.aej.2015.03.015openalex-snapshot

Efficient mining fuzzy association rules from ubiquitous data streams

inferredcites →https://doi.org/10.1016/j.cie.2012.02.008openalex-snapshot

Towards a variable size sliding window model for frequent itemset mining over data streams

inferredcites →https://doi.org/10.1016/j.datak.2010.08.003openalex-snapshot

An integration of WordNet and fuzzy association rule mining for multi-label document clustering

inferredcites →https://doi.org/10.1016/j.dss.2018.03.009openalex-snapshot

Improving website structure through reducing information overload

inferredcites →https://doi.org/10.1016/j.eswa.2009.03.025openalex-snapshot

Mining frequent itemsets in data streams using the weighted sliding window model

inferredcites →https://doi.org/10.1016/j.eswa.2012.02.047openalex-snapshot

Using a fuzzy association rule mining approach to identify the financial data association

inferredcites →https://doi.org/10.1016/j.eswa.2013.06.025openalex-snapshot

Fuzzy association rule mining approaches for enhancing prediction performance

inferredcites →https://doi.org/10.1016/j.eswa.2016.03.043openalex-snapshot

Futuristic data-driven scenario building: Incorporating text mining and fuzzy association rule mining into fuzzy cognitive map

inferredcites →https://doi.org/10.1016/j.eswa.2017.12.028openalex-snapshot

Market basket analysis: Complementing association rules with minimum spanning trees

inferredcites →https://doi.org/10.1016/j.ins.2009.07.012openalex-snapshot

Sliding window-based frequent pattern mining over data streams

inferredcites →https://doi.org/10.1016/j.ins.2013.02.010openalex-snapshot

FARP: Mining fuzzy association rules from a probabilistic quantitative database

inferredcites →https://doi.org/10.1016/j.jmsy.2020.12.019openalex-snapshot

A multi-attribute personalized recommendation method for manufacturing service composition with combining collaborative filtering and genetic algorithm

inferredcites →https://doi.org/10.1016/j.knosys.2004.04.010openalex-snapshot

CBAR: an efficient method for mining association rules

inferredcites →https://doi.org/10.1016/j.knosys.2013.04.014openalex-snapshot

Effective web log mining and online navigational pattern prediction

inferredcites →https://doi.org/10.1016/j.knosys.2013.09.003openalex-snapshot

Web usage mining with evolutionary extraction of temporal fuzzy association rules

inferredcites →https://doi.org/10.1016/j.knosys.2018.08.007openalex-snapshot

Real-time feature selection technique with concept drift detection using adaptive micro-clusters for data stream mining

inferredcites →https://doi.org/10.1016/j.knosys.2018.09.026openalex-snapshot

Finding tendencies in streaming data using Big Data frequent itemset mining

inferredcites →https://doi.org/10.1016/j.knosys.2020.106405openalex-snapshot

Long-range forecasting in feature-evolving data streams

inferredcites →https://doi.org/10.1016/j.knosys.2021.106870openalex-snapshot

Self-organizing fuzzy inference ensemble system for big streaming data classification

inferredcites →https://doi.org/10.1016/j.procs.2015.09.166openalex-snapshot

Fuzzy Inference Algorithm based on Quantitative Association Rules

inferredcites →https://doi.org/10.1016/j.procs.2017.09.134openalex-snapshot

Frequent pattern mining on stream data using Hadoop CanTree-GTree

inferredcites →https://doi.org/10.1023/b:dami.0000005258.31418.83openalex-snapshot

Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach

inferredcites →https://doi.org/10.1088/1742-6596/1140/1/012034openalex-snapshot

Online Store Product Recommendation System Uses Apriori Method

inferredcites →https://doi.org/10.1108/bfj-02-2017-0075openalex-snapshot

Applying data mining for online CRM marketing strategy

inferredcites →https://doi.org/10.1109/69.634757openalex-snapshot

Using a hash-based method with transaction trimming for mining association rules

inferredcites →https://doi.org/10.1109/cicn.2015.187openalex-snapshot

Profit Association Rule Mining with Inventory Measures

inferredcites →https://doi.org/10.1109/iscsct.2008.124openalex-snapshot

Website Structure Optimization Technology Based on Customer Interest Clustering Algorithm

inferredcites →https://doi.org/10.1109/tfuzz.2003.809896openalex-snapshot

Fuzzy association rules: general model and applications

inferredcites →https://doi.org/10.1109/tsc.2020.2964552openalex-snapshot

Personalized Recommendation System Based on Collaborative Filtering for IoT Scenarios

inferredcites →https://doi.org/10.1145/170035.170072openalex-snapshot

Mining association rules between sets of items in large databases

inferredcites →https://doi.org/10.1155/2020/8871126openalex-snapshot

Cross-Border E-Commerce Personalized Recommendation Based on Fuzzy Association Specifications Combined with Complex Preference Model

inferredcites →https://doi.org/10.11591/telkomnika.v12i2.3983openalex-snapshot

Using Fuzzy Association Rules to Design E-commerce Personalized Recommendation System

inferredcites →https://doi.org/10.1186/s40537-019-0277-1openalex-snapshot

Anomaly detection in business processes using process mining and fuzzy association rule learning

inferredcites →https://doi.org/10.18178/joebm.2016.4.10.454openalex-snapshot

An Association Rule Algorithm for Online e-Commerce Recommendation Service

inferredcites →https://doi.org/10.30000/ijfs.201006.0006openalex-snapshot

An Efficient Tree-based Fuzzy Data Mining Approach

inferredcites →https://doi.org/10.3390/s18030890openalex-snapshot

HyRA: A Hybrid Recommendation Algorithm Focused on Smart POI. Ceutí as a Study Scenario

inferredcites →https://doi.org/10.3745/jips.2010.6.1.079openalex-snapshot

Mining Frequent Itemsets with Normalized Weight in Continuous Data Streams

inferredcites →https://doi.org/10.5121/ijitcs.2012.2101openalex-snapshot

Providing A Model For Predicting Tour Sale In Mobile E-Tourism Recommender Systems

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Improving Competitiveness: A Freelancer-Centric Approach for Recommending Reskilling Strategies

inferred← citeshttps://doi.org/10.1007/978-3-031-56304-1_10openalex-snapshot

Efficient Apriori Rank Pruning Model Based Novelty Detection with One-Class SVM IN Online Pharmaceutical Platforms

inferred← citeshttps://doi.org/10.1007/978-981-97-1983-9_24openalex-snapshot

Trust Network Model of Genetic Algorithm in E-commerce Simulation Teaching Simulation

inferred← citeshttps://doi.org/10.1007/978-981-97-2262-4_10openalex-snapshot

On Diverse and Precise Recommendations for Small and Medium-Sized Enterprises

inferred← citeshttps://doi.org/10.1007/s10844-026-01046-7openalex-snapshot

Enhancing recommendation systems for sustainability: a two-phase approach with Hesitant Fuzzy clustering and adaptive association rule mining

inferred← citeshttps://doi.org/10.1007/s13198-025-02978-zopenalex-snapshot

E-commerce system for sale prediction using efficient parallel novel Narwhal convolutional attention module network

inferred← citeshttps://doi.org/10.1007/s44196-024-00641-2openalex-snapshot

Creating Personalized Higher Education Teaching System Using Fuzzy Association Rule Mining

inferred← citeshttps://doi.org/10.1016/j.heliyon.2024.e30413openalex-snapshot

Optimizing an English text reading recommendation model by integrating collaborative filtering algorithm and FastText classification method

inferred← citeshttps://doi.org/10.1016/j.softx.2025.102154openalex-snapshot

FARM-VSS: A web-based visualizer and summarizer suite with Gen-AI-enabled interpretation for Fuzzy association rule mining

inferred← citeshttps://doi.org/10.1108/qmr-11-2023-0151openalex-snapshot

Unveiling user responses to AI-powered personalised recommendations: a qualitative study of consumer engagement dynamics on Douyin

inferred← citeshttps://doi.org/10.1109/easct59475.2023.10393464openalex-snapshot

Recommendation System Based on Sparrow Search Optimization Algorithm

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Price Surfer: A Dual-Platform E-Commerce Analytics Tool Using Real-Time Web Scraping and Fuzzy Matching

inferred← citeshttps://doi.org/10.1109/icdsis65355.2025.11070528openalex-snapshot

Association Rule Algorithm based Personalized Recommendation System for E-Commerce Platforms

inferred← citeshttps://doi.org/10.1109/iceca66444.2025.11383534openalex-snapshot

Addressing the Cold-Start Challenge in Recommendation Systems using SBERT and XGBoost

inferred← citeshttps://doi.org/10.1109/iceei68459.2025.11330842openalex-snapshot

Privacy-Aware Machine Unlearning for Stable Association Rules in Retail Recommendations

inferred← citeshttps://doi.org/10.1109/ieem62345.2024.10857056openalex-snapshot

Metaverse-enabled Responsive Data Analytics Model for Enhancing Customers’ Online Experience in Luxury Retail

inferred← citeshttps://doi.org/10.1109/iraset64571.2025.11008191openalex-snapshot

A review of recommendation systems

inferred← citeshttps://doi.org/10.1109/ispcem60569.2023.00074openalex-snapshot

Development of E-Commerce Recommendation System Based on FP-Growth Algorithm

inferred← citeshttps://doi.org/10.2478/ijssis-2026-0074openalex-snapshot

Modeling Rating Uncertainty with Interval Type-2 Fuzzy Decision Trees in Multi-Criteria Recommendation

inferred← citeshttps://doi.org/10.26668/businessreview/2023.v8i8.3536openalex-snapshot

Innovative Firm Performance Management Using a Recommendation System Based on Fuzzy Association Rules: The Case of Vietnam’s Apparel Small and Medium Enterprises

inferred← citeshttps://doi.org/10.3390/axioms14050351openalex-snapshot

Fuzzy Clustering Based on Activity Sequence and Cycle Time in Process Mining

inferred← citeshttps://doi.org/10.3390/jtaer18020055openalex-snapshot

Optimal Recommendation Strategies for AI-Powered E-Commerce Platforms: A Study of Duopoly Manufacturers and Market Competition

inferred← citeshttps://doi.org/10.3390/jtaer18040095openalex-snapshot

Can Online Consumer Reviews Identify Key Evidence Regarding Common Consumer Choices for High-Tech Pet Products?

inferred← citeshttps://doi.org/10.3390/su151612654openalex-snapshot

An Integrated Approach of Fuzzy Analytic Hierarchy Process and Super Slack-Based Measure for the Logistics Industry in Vietnam

inferred← citeshttps://doi.org/10.3844/jcssp.2023.1359.1368openalex-snapshot

Measuring Uncertainty to Extract Fuzzy Membership Functions in Recommender Systems

inferred← citeshttps://doi.org/10.7717/peerj-cs.3967openalex-snapshot

Forward a hybrid AI fashion recommender system blending trends and personal style based on fuzzy systems

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