Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912244706> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2912244706 abstract "Huge volume data generated by human interacting with internet contains useful hidden information, e.g. the online shopping data in electronic commerce platform that reflect people's interests and requirements. To exploit the potential value of massive online shopping data and improve the service of online retailers, this paper proposes an optimized distributed Apriori algorithm using Hadoop platform. The data for the experiment are from the Tianchi data laboratory. In the experiments, we examined the performance of the proposed approach against different number of nodes in Hadoop cluster. Besides, the goods with the highest correlation degree among the massive online shopping data are investigated. The results showed that the optimized Apriori algorithm has the capability to tackle the online shopping data mining task. In particular, increasing the number of nodes of the cluster appropriately can decrease the running time. In addition, when the 120 million online shopping records are used for the experiment, we found that the two goods numbered as 50010200 and 50008168 have the highest correlation degree and the probability reaches 0.00758%. In a total of more than 120 million massive records, this is a relatively high frequency." @default.
- W2912244706 created "2019-02-21" @default.
- W2912244706 creator A5020540129 @default.
- W2912244706 creator A5023597320 @default.
- W2912244706 creator A5068479157 @default.
- W2912244706 date "2018-11-01" @default.
- W2912244706 modified "2023-09-26" @default.
- W2912244706 title "Massive Online Shopping Data Mining Based on Hadoop" @default.
- W2912244706 cites W2173213060 @default.
- W2912244706 cites W2254826453 @default.
- W2912244706 doi "https://doi.org/10.1109/cac.2018.8623245" @default.
- W2912244706 hasPublicationYear "2018" @default.
- W2912244706 type Work @default.
- W2912244706 sameAs 2912244706 @default.
- W2912244706 citedByCount "0" @default.
- W2912244706 crossrefType "proceedings-article" @default.
- W2912244706 hasAuthorship W2912244706A5020540129 @default.
- W2912244706 hasAuthorship W2912244706A5023597320 @default.
- W2912244706 hasAuthorship W2912244706A5068479157 @default.
- W2912244706 hasConcept C110875604 @default.
- W2912244706 hasConcept C111472728 @default.
- W2912244706 hasConcept C121332964 @default.
- W2912244706 hasConcept C124101348 @default.
- W2912244706 hasConcept C127413603 @default.
- W2912244706 hasConcept C136264566 @default.
- W2912244706 hasConcept C136764020 @default.
- W2912244706 hasConcept C138885662 @default.
- W2912244706 hasConcept C162324750 @default.
- W2912244706 hasConcept C164866538 @default.
- W2912244706 hasConcept C165696696 @default.
- W2912244706 hasConcept C193524817 @default.
- W2912244706 hasConcept C201995342 @default.
- W2912244706 hasConcept C20556612 @default.
- W2912244706 hasConcept C2780378061 @default.
- W2912244706 hasConcept C2780451532 @default.
- W2912244706 hasConcept C31258907 @default.
- W2912244706 hasConcept C38652104 @default.
- W2912244706 hasConcept C41008148 @default.
- W2912244706 hasConcept C62520636 @default.
- W2912244706 hasConcept C75553542 @default.
- W2912244706 hasConcept C75684735 @default.
- W2912244706 hasConcept C77088390 @default.
- W2912244706 hasConcept C81440476 @default.
- W2912244706 hasConceptScore W2912244706C110875604 @default.
- W2912244706 hasConceptScore W2912244706C111472728 @default.
- W2912244706 hasConceptScore W2912244706C121332964 @default.
- W2912244706 hasConceptScore W2912244706C124101348 @default.
- W2912244706 hasConceptScore W2912244706C127413603 @default.
- W2912244706 hasConceptScore W2912244706C136264566 @default.
- W2912244706 hasConceptScore W2912244706C136764020 @default.
- W2912244706 hasConceptScore W2912244706C138885662 @default.
- W2912244706 hasConceptScore W2912244706C162324750 @default.
- W2912244706 hasConceptScore W2912244706C164866538 @default.
- W2912244706 hasConceptScore W2912244706C165696696 @default.
- W2912244706 hasConceptScore W2912244706C193524817 @default.
- W2912244706 hasConceptScore W2912244706C201995342 @default.
- W2912244706 hasConceptScore W2912244706C20556612 @default.
- W2912244706 hasConceptScore W2912244706C2780378061 @default.
- W2912244706 hasConceptScore W2912244706C2780451532 @default.
- W2912244706 hasConceptScore W2912244706C31258907 @default.
- W2912244706 hasConceptScore W2912244706C38652104 @default.
- W2912244706 hasConceptScore W2912244706C41008148 @default.
- W2912244706 hasConceptScore W2912244706C62520636 @default.
- W2912244706 hasConceptScore W2912244706C75553542 @default.
- W2912244706 hasConceptScore W2912244706C75684735 @default.
- W2912244706 hasConceptScore W2912244706C77088390 @default.
- W2912244706 hasConceptScore W2912244706C81440476 @default.
- W2912244706 hasLocation W29122447061 @default.
- W2912244706 hasOpenAccess W2912244706 @default.
- W2912244706 hasPrimaryLocation W29122447061 @default.
- W2912244706 hasRelatedWork W2003099313 @default.
- W2912244706 hasRelatedWork W2352483585 @default.
- W2912244706 hasRelatedWork W2381820450 @default.
- W2912244706 hasRelatedWork W2591421289 @default.
- W2912244706 hasRelatedWork W2884105172 @default.
- W2912244706 hasRelatedWork W2901904326 @default.
- W2912244706 hasRelatedWork W2917146715 @default.
- W2912244706 hasRelatedWork W2996591489 @default.
- W2912244706 hasRelatedWork W3099698664 @default.
- W2912244706 hasRelatedWork W3122560724 @default.
- W2912244706 isParatext "false" @default.
- W2912244706 isRetracted "false" @default.
- W2912244706 magId "2912244706" @default.
- W2912244706 workType "article" @default.