Research Article

A Prerecognition Model for Hot Topic Discovery Based on Microblogging Data

Algorithm 1

when   after each   crawling  :
if new   then
   send  keyword dictionary, stop words, filter words  to
     processing model
   split   to keywords, post id set,
     and filter    for processing
   put    to topic model,
   use LDA, PAM to generate
   cluster    with   model
   if    then
     update exist   do
     
   else
     
   
   if    then
     
     calculate , , ,
     if    then
        label as
     if    then
        label as
     if    then
        label as
     if    then
        label as
     if    then
        label as
     if    then
        label as
send topics at   for ranking
select hot topic when