Review and comparison of Apriori algorithm implementations on Hadoop-MapReduce and Spark.
Eduardo P. S. CastroThiago D. MaiaMarluce Rodrigues PereiraAhmed A. A. EsminDenilson Alves PereiraPublished in: Knowl. Eng. Rev. (2018)
Keyphrases
- apriori algorithm
- association rules
- cloud computing
- association rules mining
- mapreduce framework
- frequent itemset mining
- itemsets
- association rule mining
- algorithm for mining association rules
- map reduce
- interesting association rules
- frequent itemsets
- mining association rules
- distributed computing
- data analytics
- frequent itemsets mining
- data intensive
- open source
- big data
- frequent patterns
- market basket analysis
- parallel processing
- data mining
- itemset mining
- efficient implementation
- transaction databases
- data sets
- data mining techniques
- knowledge discovery
- data streams
- website
- databases