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Implementasi Metode Grey Verhulst untuk Mendukung Kebijakan dalam Mengantisipasi Mahasiswa Dropout Achmad Fitro; Rudianto Rudianto; Heru Prasetyo
Jurnal Teknik Informatika UMUS Vol 3 No 02 (2021): November
Publisher : Universitas Muhadi Setiabudi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46772/intech.v3i02.585

Abstract

Mahasiswa dropout merupakan masalah kompleks bagi setiap perguruan tinggi swasta seperti Politeknik NSC Surabaya, mahasiswa dropout dapat mengakibatkan berkurangnya kepercayaan masyarakat terhadap kualitas kampus. Politeknik NSC Surabaya terus berbenah dalam melakukan perbaikan kualitas baik segi pelayanan, jangkauan pembayaran, kualitas belajar mengajar, fasilitas yang dan memprediksi apapun yang besar kemungkinan membuat mahasiswa untuk putus study (drop out) salah satunya adalah memprediksi jumlah drop out terlebih dahulu. Grey Verhulst merupakan metode yang meningkatkan simulasi presisi dalam memprediksi berdasarkan data-data sebelumnya dan dapat digunakan untuk 1-4 langkah ke depan dengan akurat. Dengan menggunakan grey Verhulst, Politeknik NSC Surabaya mendapat hasil bahwa mahasiswa dropout terus meningkat di setiap tahunnya. Dengan begitu, hasil tersebut merupakan alert bagi Politeknik NSC Surabaya untuk segera merumuskan strategi dalam mengantisipasi mahasiswa dropout.
Application of Pisicological Pressure Calculation in the Dass Scale (Depression, Anxiety, and Stress Scale) Using the Certainty Factor Method for Students of Polytechnic Nsc Surabaya Rudianto; Achmad Fitro; Rauf Fauzan
Jurnal Mantik Vol. 4 No. 3 (2020): November: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.Vol4.2020.1085.pp2085-2093

Abstract

Psychological stresses such as depression, anxiety, and stress often experienced by students can affect academic performance, physical health, and psychosocial well-being. The purpose of this research is to build a facility in the form of a website-based application for students in particular and the general public in order to know the level of psychological pressure they are experiencing. The psychological scale used is the DASS-21 (Depression, Anxiety, and Stress Scale) and the calculation uses the Certainty Factor method. In carrying out this research, there are three main stages that are carried out, namely; The first stage, looking for literature studies related to research. Second stage, conducting interviews with experts to get a certainty value on the scale that the researcher uses. Then, build an expert system using prototype development methods and web-based applications. The third stage, implementation was carried out by getting Computer Technology student respondents. This research is a new domain for the NSC Surabaya Polytechnic which will implement an expert system by utilizing the Certainty Factor method in analyzing student stress levels through intelligent applications that will be implemented in the form of a website, with the calculation of Certainty Factors, the application can produce evidence or analysis that can be used. in changing the learning system.