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Aicouns (Artificial Intelligence Based Counseling Tools) untuk Memprediksi Kesiapan Psikologi Berwirausaha Bagi Lulusan Perguruan Tinggi

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Artificial Intelligence is one of the branches of Computer Science that can create computer machines capable of working like humans to the maximum extent, such as in learning, adapting, self-correction, or handling highly complex information. The prediction of entrepreneurial psychology readiness is designed to determine the level of psychological maturity for college graduates. Entrepreneurial psychology readiness is assessed based on knowledge, skills, and experiences in running and developing a business. By knowing the prediction results of entrepreneurial psychology readiness, it is expected to give special attention to college graduates. Therefore, a system is needed to facilitate psychologists in predicting the entrepreneurial psychology readiness of college graduates, and college graduates will quickly and easily get an overview of their psychological readiness in establishing a business. Accuracy testing is performed using K-Fold Cross Validation on 604 acquired data, where the data is divided into 10 Folds, with each Fold serving as testing data while the others are training data. A good accuracy result is obtained in K-9 Fold-4, which is 98%. Precision testing yields 71.5%, recall is 75%, and Macro F1 is 73%. In the psychological measurement test, the system can predict correctly with 95% accuracy.

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Availability

Detail Information

Call Number

Informatika 150.2 Say a

Language

Indonesia

NPM

193510202

Publisher

Pekanbaru : Universitas Islam Riau., 2024

Keyword(s)

Psikologi

Other Information

Petugas

Uthi Kurnia

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