Rezumat articol ediţie STUDIA UNIVERSITATIS BABE┼×-BOLYAI

În partea de jos este prezentat rezumatul articolului selectat. Pentru revenire la cuprinsul ediţiei din care face parte acest articol, se accesează linkul din titlu. Pentru vizualizarea tuturor articolelor din arhivă la care este autor/coautor unul din autorii de mai jos, se accesează linkul din numele autorului.

 
       
         
    STUDIA INFORMATICA - Ediţia nr.2 din 2018  
         
  Articol:   INCREMENTAL RELATIONAL ASSOCIATION RULE MINING OF EDUCATIONAL DATA SETS.

Autori:  LIANA MARIA CRIVEI.
 
       
         
  Rezumat:  
DOI: 10.24193/subbi.2018.2.07

Published Online: 2017-06-19
Published Print: 2017-06-29
pp. 102-117
VIEW PDF: Incremental Relational Association Rule Mining of Educational Data Sets

Abstract. Educational Data Mining is an attractive research field in which the underlying idea is that of bringing the data mining perspective into educational environments. The main focus is to better understand the educational related phenomena by extracting, through data mining techniques, meaningful hidden patterns from educational data sets. Incremental Relational Association Rule Mining (IRARM) has been introduced as an effective online data mining method for dynamically mining interesting relational association rules (RARs) in a dynamic data set which is extended with new data instances. The study conducted in this paper is aimed to emphasize the effectiveness of both RAR and IRARM mining methods in educational data mining settings. Experiments performed on various academic data sets highlight the potential of using relational association rules for uncovering relevant knowledge from educational related data.
2010 Mathematics Subject Classification. 68T05, 68P15.
1998 CR Categories and Descriptors. H.2.8[Database management]: Database Applications - Data Mining; I.2.6[Computing Methodologies]: Artificial Intelligence - Learning.
Key words and phrases. Data mining, Educational data mining, Relational association rule, Incremental algorithm.
 
         
     
         
         
      Revenire la pagina precedentă