Perkembangan teknologi layanan e-commerce berbasis marketplace sudah sangat marak di indonesia. Namun, belum ada layanan jasa percetakan berbasis marketplace. Padahal kebutuhan jasa percetakan di masyarakat tetap tinggi. Layanan jasa percetakan yang ada saat ini adalah layanan berbasis business to consumer (B2C) sehingga masyarakat harus membanding informasi harga dan layanan secara langsung ke pemilik percetakan baik online maupun offline. Salah satu solusi dari permasalahan tersebut adalah membuat sistem informasi berbasis marketplace untuk jasa percetakan yang diberinama CETAKIN. Dengan aplikasi ini, Informasi layanan percetakan di suatu wilayah dapat diintegrasikan pada sistem ini. Sistem integrasi marketplace percetakan ini dibangun dengan metode waterfall dengan empat tahapan yakni analisa kebutuhan, desain sistem, implementasi, dan pengujian sistem dengan Bahasa pemrograman PHP dan Database MySQL. Adapun fitur yang ada pada aplikasi marketplace ini adalah pendaftaran, pencarian, pemesanan jasa percetakan. Aplikasi sistem informasi ini memberi nilai tambah yakni membuat proses pencarian percetakan dan harga layanan jasa percetakan lebih efektif dan efisien karena masyarakat tidak perlu mengunjungi alamat percetakan. Di sisi lain, keuntungan yang didapat bagi pemilik toko dapat memperluas daya cakupan iklan tokonya sehingga masyarakat luas bisa lebih tahu adanya percetakannya tersebut.
The main objective of a higher education institution is to provide quality education for its students. The most important indicator to measure the quality of higher education performance is the percentage of student graduation on time. However, not all student can successfully have completed their studies during the four years of normal study period where it became problems for academic planners. So, it can affect to the study program accreditation assessment. In this study, C4.5 algorithms and fuzzy AHP are used to predict the number of students graduating on time. An analysis has conducted on how students can graduate on time and plan strategies for groups of students who are likely not to graduate on time. Furthermore, a comparative analysis of the algorithms that have been implemented which will provide more precise and accurate results. Data processing is carried out using the Rapidminer application. The results of the student graduation target analysis were found that the main factor of graduation on time using FAHP was the number of repeating courses (do not pass courses), while in C4.5 it was caused by GPA level 2. Both algorithms had a good level of accuracy, where FAHP and C4.5 were 100% and 82.24% respectively. This research can be used as a reference basis for supporting academic planners in making the right decisions for student groups produced so that all students can graduate on time.
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