PEMANFAATAN ALGORITMA DECISION TREE ID3 BAGI MANAJEMEN BIMBEL UNTUK MENENTUKAN FAKTOR KELULUSAN PADA SEKOLAH KEDINASAN

NAZANAH, JUWITA TETRA MARANI ALIYAH and Jambak, Muhammad Ihsan (2023) PEMANFAATAN ALGORITMA DECISION TREE ID3 BAGI MANAJEMEN BIMBEL UNTUK MENENTUKAN FAKTOR KELULUSAN PADA SEKOLAH KEDINASAN. Undergraduate thesis, Sriwijaya University.

	Text RAMA_57201_09031382025152.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (6MB) | Request a copy
	Text RAMA_57201_09031382025152_TURNITIN.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (3MB) | Request a copy
	Text RAMA_57201_09031382025152 _ 0205046801_01_front_ref.pdf - Accepted Version Available under License Creative Commons Public Domain Dedication. Download (2MB)
	Text RAMA_57201_09031382025152_ 0205046801_02.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (124kB) | Request a copy
	Text RAMA_57201_09031382025152_ 0205046801_03.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (608kB) | Request a copy
	Text RAMA_57201_09031382025152_ 0205046801_04.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (287kB) | Request a copy
	Text RAMA_57201_09031382025152_ 0205046801_05.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (9kB) | Request a copy
	Text RAMA_57201_09031382025152_ 0205046801_06_ref.pdf - Bibliography Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (72kB) | Request a copy
	Text RAMA_57201_09031382025152_ 0205046801_07_lamp.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (2MB) | Request a copy

Abstract

Official study tutoring is now an option for students to help them prepare for further education. Tutoring management usually prepares certain strategies to help students enter the intended service. In Indonesia, official schools are very popular and sought after by many students. This is due to several advantages offered by service schools: lower fees—sometimes even free—covered by the state, and more opportunities to work directly after graduation. His high interest causes a lot of competition to enter official schools. STIS Statistics Polytechnic is one of the most sought after places to study at the moment. The New Student Selection Selection (SPMB) at the STIS Statistics Polytechnic goes through many steps. So, it is important for tutoring managers to know what components determine graduation in this option. Ineffective student learning strategies and processes can be caused by tutoring management's ignorance about graduation factors. Therefore, this research uses data processing science to classify data from the 2022 STIS Statistics Polytechnic SPMB results using the ID3 decision tree algorithm. The purpose of this research is to determine the main factors that determine student graduation. Furthermore, research findings can be used to support tutoring management decisions when making plans for evaluation and future strategies. Based on the findings of this research, tutoring students will be provided with the most appropriate and appropriate coaching strategies. The ID3 Decision Tree algorithm is used to perform data mining to analyze the set. Based on research conducted on the data, the Kappa value is 1,000, Accuracy is 100%, Recall is 100,000%, Classification Error is 0.00 and Precision is 100%.

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	Data Mining, Decision Tree, Klasifikasi, Seleksi Kompetensi Dasar, ID3.
Subjects:	T Technology > T Technology (General) > T1-995 Technology (General) T Technology > T Technology (General) > T57-57.97 Applied mathematics. Quantitative methods > T57.5 Data processing Cf. HF5548.125+ Business data processing Operations research. Systems analysis T Technology > T Technology (General) > T57.6-57.97 Operations research. Systems analysis T Technology > T Technology (General) > T58.4 Managerial control systems Information technology. Information systems (General) T Technology > T Technology (General) > T58.5-58.64 Information technology > T58.5 General works Management information systems Cf. HD30.213 Industrial management Cf. HF5549.5.C6+ Communication in personnel management Cf. TS158.6 Automatic data collection systems (Production control) T Technology > T Technology (General) > T58.6-58.62 Management information systems > T58.6 General works Industrial engineering Information technology. Information systems (General) Management information systems -- Continued T Technology > T Technology (General) > T58.6-58.62 Management information systems
Divisions:	09-Faculty of Computer Science > 57201-Information Systems (S1)
Depositing User:	Juwita Tetra Marani Aliyah Nazanah
Date Deposited:	12 Jan 2024 04:10
Last Modified:	12 Jan 2024 04:10
URI:	http://repository.unsri.ac.id/id/eprint/137975

Actions (login required)

View Item