PENGEMBANGAN MEDIA PEMBELAJARAN INTERAKTIF DASAR LISTRIK DAN ELEKTRONIKA BERBASIS ARTICULATE STORYLINE UNTUK SISWA KELAS X TEKNIK OTOMASI INDUSTRI (TOI) SMK SEMEN GRESIK

DEVELOPMENT OF INTERACTIVE LEARNING MEDIA BASIC ELECTRICITY AND ELECTRONICS BASED ON ARTICULATE STORYLINE FOR CLASS X TEKNIK OTOMASI INDUSTRI (TOI) SMK SEMEN GRESIK

Hubungan Pengalaman Praktik Kerja Industri dan Bimbingan Karir Terhadap Kesiapan Kerja Siswa Kelas XII Program Studi Keahlian Desain Pemodelan dan Informasi Bangunan SMK Negeri 3 Surabaya

the Relation of Experience On the Job Training and Career Guidance toward Student Work Readiness Class XII of Expertise Study Program Modeling Design and Building Information State Vocation High School 3 of Surabaya

PENGEMBANGAN JOBSHEET BERBASIS INKUIRI UNTUK PEMBELAJARAN MOTOR DIESEL DI LABORATORIUM MOTOR DIESEL UNIVERSITAS NEGERI SURABAYA

DEVELOPMENT OF INQUIRY-BASED JOBSHEET FOR DIESEL ENGINE LEARNING IN THE DIESEL ENGINE LABORATORY OF SURABAYA STATE UNIVERSITY

Pengembangan Media E-Modul pada Pembelajaran Pembuatan Gambar Proporsi Tubuh di Kelas X Tata Busana SMK Negeri 1 Buduran

Development of E-Module Media on Learning to Make Body Proportion Images in Class X Fashion Design SMK Negeri 1 Buduran

SISTEM PENYIRAMAN TAUGE MENGGUNAKAN SUMBER TENAGA HYBRID ANGIN DAN MATAHARI

TAUGE WATERING SYSTEM USING WIND AND SUN SUN HYBRID SOURCES

ANALISIS KINERJA ULTRAWIDEBAND ANTIPODAL VIVALDI RECTENNA UNTUK APLIKASI ENERGY HARVESTING RADIO FREQUENCY

PERFORMANCE ANALYSIS OF THE VIVALDI ANTIPODAL ULTRAWIDEBAND ANTENNA FOR ENERGY HARVESTING APPLICATIONS RADIO FREQUENCY

ANALISIS KEPUASAN PELANGGAN DENGAN METODE CUSTOMER SATISFACTION INDEX ( CSI ) PADA YOURLIGIE SALON SMK 6 SURABAYA

CUSTOMER SATISFACTION ANALYSIS USING CUSTOMER SATISFACTION INDEX (CSI) METHOD AT YOURLIGIE SALON SMK 6 SURABAYA

PERBANDINGAN KLASIFIKASI HASIL INDEKS KEPUASAN MASYARAKAT TERHADAP UPT BALAI LATIHAN KERJA SURABAYA MENGGUNAKAN ALGORITMA DECISION TREE, RANDOM FOREST, K-NEAREST NEIGHBOR

Abtract – The evaluation of the results of the community statisfaction index towards the UPT Job Training Center Surabaya which was carried out by giving questionnaires to the community and training participants at UPT Job Training Center Surabaya, then the questionnaires file was submited to the Development dan Marketing Staff. However, the results of the questionaires which should be given to the Head Of Surabaya Job Training Center as an evaluation material for the UPT Job Training Center Surabaya is often just neglected and not processed further by the UPT Job Training Center Surabaya. So that the evaluation of the questionaires, especially on infrastructure through a sheet of paper, can be considered ineffective and not on target. To overcome the problems above, the author provides an alternative by utilizing the knwoledge gained during lectures using data mining techniques to predict community satisfation using a comparison method of 3 algorithms, namely Decision Tree, Random Forest, K-Nearest Neighbor. Classification is a technique in data mining to classify data based on data againts sample data. In study, the authors compare 3 classification techniques to classify community satisfaction responses in the dataset of UPT JobTraining Center Surabaya. The classification process begins with preprocessing the data ti remove mising values and select features in the dataset. At the evaluation stage, confusion matrix and K-fold cross validation techniques are used. After testing, it was found the classification results showed the best accuracy obtained by the Random Forest model obtaining an accuracy of 1.00, Decision Tree obtaining an accuracy of 0.91, and K-Nearest Neighbor 0.94.  Keywords : Comparison, Classification, data mining, Decision Tree, Random Forest, K-Nearest Neighbor

Sistem Pendukung Keputusan Perekrutan Karyawan Berbasis Web dengan Metode Fuzzy Analytical Hierarchy Process (Studi Kasus PT. Agrofarm Nusa Raya)

Web-Based Employee Recruitment Decision Support System Using The Fuzzy Analytical Hierarchy Process Method (Case Study PT. Agrofarm Nusa Raya)

RANCANG BANGUN APLIKASI KELAS ONLINE BERBASIS WEB RESPONSIVE DENGAN METODE SIMPLE ADDITIVE WEIGHTING DAN IMPLEMENTASI PAYMENT GATEWAY DAN SMS GATEWAY 

DESIGN OF ONLINE CLASS APPLICATION BASED ON RESPONSIVE WEB USING SIMPLE ADDITIVE WEIGHTING METHOD AND IMPLEMENTATION OF PAYMENT GATEWAY AND SMS GATEWAY