Finding Association Rules for Market Basket Analysis
This workflow builds a recommendation engine for market basket analysis using the Borgelt version of the Apriori algorithm. A market basket analysis aims to analyze whether combinations of products frequently co-occur in transactions.
URL: Market Basket Analysis and Recommendation Engines https://www.knime.org/blog/market-basket-analysis-and-recommendation-engines
URL: Recommendation Engines https://youtu.be/z8jbAm38yXs
Nodes
- Column Renamer2 ×
- Joiner2 ×
- Table Reader2 ×
- Association Rule Learner (Borgelt)1 ×
- Cell Splitter1 ×
- Double Configuration1 ×
- GroupBy1 ×
- Math Formula1 ×
- Number To String1 ×
- RowID1 ×
- Table Writer1 ×
- Ungroup1 ×
Extensions
- FeatureKNIME Base nodes
- FeatureKNIME Itemset Mining
- FeatureKNIME Math Expression (JEP)
- FeatureKNIME Quick Forms
Links
- No links available