Matches in SemOpenAlex for { <https://semopenalex.org/work/W3162436929> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W3162436929 endingPage "e0251483" @default.
- W3162436929 startingPage "e0251483" @default.
- W3162436929 abstract "The purposes are to manage human resource data better and explore the association between Human Resource Management (HRM), data mining, and economic management. An Ensemble Classifier-Decision Tree (EC-DT) algorithm is proposed based on the single decision tree algorithm to analyze HRM data. The involved single decision tree algorithms include C4.5, Random Tree, J48, and SimpleCart. Then, an HRM system is established based on the designed algorithm, and the evaluation management and talent recommendation modules are tested. Finally, the designed algorithm is compared and tested. Experimental results suggest that C4.5 provides the highest classification accuracy among the single decision tree algorithms, reaching 76.69%; in contrast, the designed EC-DT algorithm can provide a classification accuracy of 79.97%. The proposed EC-DT algorithm is compared with the Content-based Recommendation Method (CRM) and the Collaborative Filtering Recommendation Method (CFRM), revealing that its Data Mining Recommendation Method (DMRM) can provide the highest accuracy and recall, reaching 35.2% and 41.6%, respectively. Therefore, the data mining-based HRM system can promote and guide enterprises to develop according to quantitative evaluation results. The above results can provide a reference for studying HRM systems based on data mining technology." @default.
- W3162436929 created "2021-05-24" @default.
- W3162436929 creator A5086386943 @default.
- W3162436929 date "2021-05-18" @default.
- W3162436929 modified "2023-09-24" @default.
- W3162436929 title "Influence of data mining technology in information analysis of human resource management on macroscopic economic management" @default.
- W3162436929 cites W2472963716 @default.
- W3162436929 cites W2789282353 @default.
- W3162436929 cites W2793882415 @default.
- W3162436929 cites W2799430123 @default.
- W3162436929 cites W2808459110 @default.
- W3162436929 cites W2810132194 @default.
- W3162436929 cites W2886946090 @default.
- W3162436929 cites W2888861518 @default.
- W3162436929 cites W2905988080 @default.
- W3162436929 cites W2914031519 @default.
- W3162436929 cites W2921168875 @default.
- W3162436929 cites W2979371817 @default.
- W3162436929 cites W2991505672 @default.
- W3162436929 cites W3003323918 @default.
- W3162436929 cites W3003522408 @default.
- W3162436929 cites W3012346378 @default.
- W3162436929 cites W3032146875 @default.
- W3162436929 cites W3042193185 @default.
- W3162436929 cites W3044335625 @default.
- W3162436929 cites W3110756837 @default.
- W3162436929 cites W3119229524 @default.
- W3162436929 doi "https://doi.org/10.1371/journal.pone.0251483" @default.
- W3162436929 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/8130961" @default.
- W3162436929 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34003830" @default.
- W3162436929 hasPublicationYear "2021" @default.
- W3162436929 type Work @default.
- W3162436929 sameAs 3162436929 @default.
- W3162436929 citedByCount "9" @default.
- W3162436929 countsByYear W31624369292021 @default.
- W3162436929 countsByYear W31624369292022 @default.
- W3162436929 countsByYear W31624369292023 @default.
- W3162436929 crossrefType "journal-article" @default.
- W3162436929 hasAuthorship W3162436929A5086386943 @default.
- W3162436929 hasBestOaLocation W31624369291 @default.
- W3162436929 hasConcept C110083411 @default.
- W3162436929 hasConcept C119857082 @default.
- W3162436929 hasConcept C12267149 @default.
- W3162436929 hasConcept C124101348 @default.
- W3162436929 hasConcept C154945302 @default.
- W3162436929 hasConcept C41008148 @default.
- W3162436929 hasConcept C52001869 @default.
- W3162436929 hasConcept C52003472 @default.
- W3162436929 hasConcept C5481197 @default.
- W3162436929 hasConcept C84525736 @default.
- W3162436929 hasConcept C95623464 @default.
- W3162436929 hasConceptScore W3162436929C110083411 @default.
- W3162436929 hasConceptScore W3162436929C119857082 @default.
- W3162436929 hasConceptScore W3162436929C12267149 @default.
- W3162436929 hasConceptScore W3162436929C124101348 @default.
- W3162436929 hasConceptScore W3162436929C154945302 @default.
- W3162436929 hasConceptScore W3162436929C41008148 @default.
- W3162436929 hasConceptScore W3162436929C52001869 @default.
- W3162436929 hasConceptScore W3162436929C52003472 @default.
- W3162436929 hasConceptScore W3162436929C5481197 @default.
- W3162436929 hasConceptScore W3162436929C84525736 @default.
- W3162436929 hasConceptScore W3162436929C95623464 @default.
- W3162436929 hasIssue "5" @default.
- W3162436929 hasLocation W31624369291 @default.
- W3162436929 hasLocation W31624369292 @default.
- W3162436929 hasLocation W31624369293 @default.
- W3162436929 hasOpenAccess W3162436929 @default.
- W3162436929 hasPrimaryLocation W31624369291 @default.
- W3162436929 hasRelatedWork W2186547018 @default.
- W3162436929 hasRelatedWork W2187715916 @default.
- W3162436929 hasRelatedWork W2409437973 @default.
- W3162436929 hasRelatedWork W2789112367 @default.
- W3162436929 hasRelatedWork W2795722355 @default.
- W3162436929 hasRelatedWork W2810246771 @default.
- W3162436929 hasRelatedWork W3091920973 @default.
- W3162436929 hasRelatedWork W3162436929 @default.
- W3162436929 hasRelatedWork W4299429902 @default.
- W3162436929 hasRelatedWork W2551021462 @default.
- W3162436929 hasVolume "16" @default.
- W3162436929 isParatext "false" @default.
- W3162436929 isRetracted "false" @default.
- W3162436929 magId "3162436929" @default.
- W3162436929 workType "article" @default.