SPONGY (SPam ONtoloGY): Email Classification Using Two-Level Dynamic Ontology

Algorithm 2

User-customized ontology filter pseudocode.

(1)    // Initialize variables

(2)   set training dataset d to

(3)   set test dataset to

(4)   set normalized values to

(5)   

(6)   Feature : ) ;

(7)   Feature : ) UserProfileOntology(u);

(8)   

(9)   foreach : ) {

(10)   foreach : ) {

(11)      : ) Normalize );

(12)   }

(13) }

(14)  foreach : ) {

(15)  result   C4.5 );

(16)  }

(17)  

(18)  Ontology ()   Jena(RdfConversion(result));

(19)  

(20)  foreach(: ) {

(21)  if(Ontology ) then

(22)   decision = SPAM;

(23)      else then

(24)   decision = LEGITIMATE;

(25) }