TELKOMNIKA Telecommunication, Computing, Electronics and Control
Comparison of two methods on vector space model for trust in social commerce

Dublin Core

Title

TELKOMNIKA Telecommunication, Computing, Electronics and Control
Comparison of two methods on vector space model for trust in social commerce

Subject

Data mining
Improved TF-IDF method
Information retrieval
Online social commerce
TF-IDF method
Web mining

Description

The study of dealing with searching information in documents within web
pages is information retrieval (IR). The user needs to describe information with
comments or reviews that consists of a number of words. Discovering weight
of an inquiry term is helpful to decide the significance of a question.
Estimation of term significance is a basic piece of most information retrieval
approaches and it is commonly chosen through term frequency-inverse
document frequency (TF-IDF). Also, improved TF-IDF method used to
retrieve information in web documents. This paper presents comparison of
TF-IDF method and improved TF-IDF method for information retrieval.
Cosine similarity method calculated on both methods. The results of cosine
similarity method on both methods compared on the desired threshold value.
The relevance documents of TF-IDF method are more extracted than improved
TF-IDF method.

Creator

Hla Sann Sint, Khine Khine Oo

Source

http://journal.uad.ac.id/index.php/TELKOMNIKA

Date

Nov 25, 2020

Contributor

peri irawan

Format

pdf

Language

english

Type

text

Files

Collection

Tags

,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon ,

Citation

Hla Sann Sint, Khine Khine Oo, “TELKOMNIKA Telecommunication, Computing, Electronics and Control
Comparison of two methods on vector space model for trust in social commerce,” Repository Horizon University Indonesia, accessed April 4, 2025, https://repository.horizon.ac.id/items/show/3818.