STUDI KOMPARASI ALGORITMA KONVENSIONAL DAN VECTOR SPACE MODEL PADA PERINGKAT HASIL PENELUSURAN JURNAL

The more documents in the database, the longer it takes to search. Even the search results are not relevant, because the document must be sorted and examined its relevance to the subject sought, thus affecting the time in obtaining the appropriate document. This study aims to find the best algorithm between the conventional algorithm and the Vector Space Model for document search results. Both algorithms are tested by using a combination of keywords in the form of synonyms, phrases, typographic errors and additional word prefixes. Data obtained were 635 journals from digital library of UIN Sunan Kalijaga by conducting 11 document tests. The results of this study prove that the Vector Space Model algorithm is more accurate in sorting documents according to given keywords than conventional algorithms