Journal of Student Research Exploration
Vol. 3 No. 1 (2025): January 2025

Analyzing reading preferences based on gender and education with decision tree method

Sari, Jelita Permata (Unknown)
Ningsih, Maylinna Rahayu (Unknown)

Article Info

Publish Date
08 Feb 2025

Abstract

This study aims to analyze the suitability of book genre selection with gender and education level. A classification method using a decision tree algorithm with four different criterion parameters is used to examine reading preferences based on various demographic factors, namely Gain Index, Information Gain, Gini Index, and accuracy. Data was obtained from a dummy dataset involving 120 records with three main attributes. The results show variations in accuracy depending on the criteria selected, with the highest accuracy rate achieved being 78.57%.

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Journal Info
Journal of Student Research Exploration
Website

Abbrev

josre

Publisher

shm publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Electrical & Electronics Engineering

Description

The Journal of Student Research Exploration aim publishes articles concerning the design and implementation of computer engineering, information system, data models, process models, algorithms, and software for information systems. Subject areas include data management, data mining, machine ...