Penerapan Jaringan Saraf Tiruan untuk Mengukur Korelasi Beban Kerja Dosen Terhadap Peningkatan Jumlah Publikasi

One important point in carrying out the functions of the Tridharma of Higher Education by lecturers is to carry out research and publish the results of their thoughts and analyzes. The demands of publication by the academic community of Higher Education have a considerable impact on the awareness of the lecturers of the importance of conducting studies, research and writing scientific works. The development of scientific work in Indonesia has been relatively better, especially since the enactment of government regulations, which required S1, S2 and S3 students to write articles in scientific journals as one of the prerequisites for graduation. Lecturers certainly have greater demands to actively write in scientific journals both at accredited national level and reputable international journals. So the authors conducted this study aimed at analyzing the correlation of the level of lecturer workload to the increase in the number of publications. STIKOM Tunas Bangsa does not yet have a system to analyze the level of lecturer workload with an increase in the number of studies. For this reason, it is necessary to apply the Backpropagation algorithm. ANN combined with the Backpropagation algorithm can measure the level of correlation. The variables used are structural positions, number of even and odd semester credits, number of services. The target used is the amount of research. So the pattern of correlation between the two variables is formed. The output of the lecturer workload is reduced by the target which is the number of publications. So the results obtained are correlations between lecturers' workloads to the increase in the number of publications.