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

Algorithm 1

Global ontology filter pseudocode.

(1)    // Initialize variables

(2)   set training dataset to

(3)   set test dataset to

(4)   set normalized values to

(5)   

(6)   Feature (: ) ;

(7)   

(8)   foreach(: ) {

(9)    foreach(: ) {

(10)      (: ) Normalize );

(11)   }

(12)  }

(13)  foreach(: ) {

(14)  result 4.5( );

(15)  }

(16)  

(17)  Ontology ()   Jena(RdfConversion(result));

(18)  

(19)  foreach(: ) {

(20)   if (Ontology ) then

(21)   decision = SPAM;

(22)    else then

(23)   decision = LEGITIMATE;

(24) }