[PDF][PDF] Collaborative recommendation via adaptive association rule mining

W Lin, SA Alvarez, C Ruiz - Data Mining and Knowledge Discovery, 2000 - academia.edu
… We investigate the use of association rule mining as an underlying technology for collaborative
… We describe a collaborative recommendation technique based on a new algorithm speci …

Efficient adaptive-support association rule mining for recommender systems

W Lin, SA Alvarez, C Ruiz - Data mining and knowledge discovery, 2002 - Springer
… we describe collaborative recommendation using an association rule mining technique
specially designed for this purpose. A significant feature and advantage of our mining technique …

Improving the accuracy of collaborative filtering recommendations using clustering and association rules mining on implicit data

MK Najafabadi, MN Mahrin, S Chuprat… - Computers in Human …, 2017 - Elsevier
… purchases per transaction in association rules, rather than … association rules mining. Then,
similarities between items based on their features were computed to make recommendations. …

[PDF][PDF] Association rule mining for collaborative recommender systems.

W Lin - 2000 - core.ac.uk
… It also discusses the current collaborative recommendation … new adaptive-support algorithm
for mining association rules for … recommendations via association rules: user associations

A Multiagent System using Associate Rule Mining (ARM), a collaborative filtering approach

P Ranganathan, J Li, K Nygard - 2010 2nd International …, 2010 - ieeexplore.ieee.org
… environment using adaptiverules with smaller data set of 10 students and 5 queries (multiple
runs), which is pretty small on MATLAB GUI environment using Associative Rule Mining (…

A novel approach to hybrid recommendation systems based on association rules mining for content recommendation in asynchronous discussion groups

AA Kardan, M Ebrahimi - Information Sciences, 2013 - Elsevier
… Since in this research, the association rules mining technique is applied to identify similar
users, a brief explanation of this technique and several related research will be presented. …

A recommendation algorithm using multi-level association rules

C Kim, J Kim - … IEEE/WIC International Conference on Web …, 2003 - ieeexplore.ieee.org
rules to alleviate those problems. In this algorithm, we build a model for preference
prediction by using association rule mining. Multi-level association rules are used to compute …

[PDF][PDF] A fast and new collaborative web recommendation system using fast adaptive association rule mining

A Kumar - International Journal of Computer Science and …, 2014 - Citeseer
… and collaborative recommendation techniques. Collaborative recommendation technique
… involves algorithm of healthy association rule mining for Association Rule Mining. To obtain …

Combining community-based knowledge with association rule mining to alleviate the cold start problem in context-aware recommender systems

I Viktoratos, A Tsadiras, N Bassiliades - Expert systems with applications, 2018 - Elsevier
… to be adapted as … Association rule mining algorithms for inducing useful patterns from
users’ check-ins’ history. This proposal uses association rule mining algorithms to extract rules

Learning behavior mining and decision recommendation based on association rules in interactive learning environment

X Xia - Interactive Learning Environments, 2023 - Taylor & Francis
Through the correlation analysis among learning interaction … potential association rules,
defines the data structures, minesmining learning essential features, that can provide adaptive