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APLIKASI LAPORAN KEHADIRAN DOSEN DAN KARYAWAN STMIK PALANGKARAYA

Erfan, Muhammad

2021•Artikel Penelitian dan Pengabdian

Attendance is one of the benchmarks for employee development methods and related to attendance. STMIK Palangkaraya has used the Attendance Management System (AMS) application but the report format is not as needed. This study seeks to develop a web-based data bridge application to process attendance data for lecturers and employees. The research approach used is descriptive qualitative with eXtreme Programming as a system development method. The result of this research is an application that reports the attendance of lecturers and employees in a matter of hours and minutes as well as a detailed recapitulation per person. This application can be used as a component of performance appraisal.

attendance management systemextreme programmingperformancepresence

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PARTICLE SWARM OPTIMIZATION BERBASIS CO-EVOLUSIONER DALAM EVALUASI KINERJA ASISTEN DOSEN

Ridwansyah, Ridwansyah Ariyati, Indah Faizah, Siti

2019•Artikel Penelitian dan Pengabdian

Assessment of the performance of the teaching assistant as a form of real behavior displayed by each assistant as a work achievement is carried out every year. The evaluation parameters of lecturer assistant performance are taken from the UCI Machine Repository where these parameters are English speakers, course instructors, courses, summer or regular semesters and class sizes. The evaluation process requires a model as the best feature selection, in this case we propose a co-evolutionary particle swarm optimization method to improve the accuracy of the mechine vector supprot method. Testing the dataset using the Rapid Miner software of various validation criteria starting from the accuracy test, precission test, recall test and then presented in the AUC curve.  The results of the development of co-evolution based mechine vector-particle swarm optimization methods provide good classification and increase the validation value so that it can be used as a periodic control in evaluating the performance of the teaching assistant.

assistant performancepso co-evolusionersupport vector mechinepparticle swarm optimization

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