Abstract:Abstract: This study uses the C4.5 classification algorithm to determine creditworthness, clasification aims to divide the assigned object intoin a number of categories called classes. In this study, the authorusing data…
mining and C4.5 algorithm as the selection method. The criteria used are loan installments, prospective customer income, termloan time, status of prospective customers. This study resulted in a classification modeldecision tree using the C4.5 algorithm is included in the Excellent category Classification with an accuracy value of 98.33% and a classification error of 1.67%,so that this study uses 70% training data and 30% test data. From resultthe calculation obtained shows that the C4.5 algorithm can be usedto determine the feasibility of granting credit to Koperasi Jaya customers Together (KORJABE).
Keywords: Analysis, Credit Eligibility, C4 Algorithm, Data Mining, Method
Abstrak: Penelitian ini menggunakan metode Algoritma C4.5 klasifikasi untuk menentukan kelayakan kredit, klasifikasi bertujuan untuk membagi objek yang ditetapkan ke dalam satu nomor kategori yang disebut kelas. Dalam penelitian ini, penulis menggunankan data mining dan algoritma C4.5 sebagai metode pemilihannya. Kriteria yang digunakan yaitu , angsuran pinjaman,penghasilan calon nasabah,jangka waktu pinjaman ,status calon nasabah. Penelitian ini menghasillkan model klasifikasi pohon keputusan menggunakan algoritma C4.5 termasuk dalam kategori Excellent Classification dengan nilai akurasi sebesar 98,33% dan klasifikasi eror 1,67%, sehingga penelitian ini kan menggunakan data latih 70% dan data uji 30%. Dari hasil perhitungan yang diperoleh menunjukan bahwa algoritma C4.5 dapat digunakan untuk menen tukan kelayakan pemberian kredit kepada nasabah Koperasi Jaya Bersama (KORJABE).
Kata kunci: Algoritma C4.5, Analisis, Data Mining, Kelayakan Kredit, Metode
Abstract:Abstract: During the COVID-19 pandemic, educational institutions were not allowed to carry out the face-to-face teaching and learning process as usual but were replaced with an online learning system. The offline learning…
g system (outside the network) is very different from the online learning system whose effectiveness is not yet known. Meanwhile, effective learning is very important in the world of education. Effective learning provides maximum learning outcomes in accordance with the achievement plan. Certainty Factor is an expert system method that adopts expert knowledge that can be used to measure the effectiveness of online learning during the COVID-19 pandemic. This study aims to help parents and schools measure the level of effectiveness of online learning during the COVID-19 pandemic so that evaluations can be carried out for the development of more appropriate and better educational methods.
Keywords: Certainty Factor; Effectiveness Online Learning; Expert System
Abstrak: Di masa pandemic covid-19, lembaga pendidikan tidak diperbolehkan melakukan proses belajar mengajar secara tatap muka seperti biasanya namun digantikan dengan sistem pembelajaran online. Sistem belajar secara luring (luar jaringan) sangat berbeda dengan sistem belajar online yang belum diketahui efektivitasnya. Sementara itu, pembelajaran yang efektif sangat penting dalam dunia pendidikan. Pembelajaran yang efektif memberikan hasil pembelajaran yang maksimal sesuai dengan rencana pencapaian. Certainty Factor merupakan salah satu metode sistem pakar yang mengadopsi pengetahuan pakar yang dapat digunakan untuk mengukur tingkat efektivitas pembelajaran online dimasa pandemic covid-19. penelitian ini bertujuan membantu orang tua siswa dan pihak sekolah dalam mengukur tingkat efektivitas pembelajaran online selama masa pandemic covid-19 sehingga dapat dilakukan evaluasi untuk pengembangan metodependidikan yang lebih tepat dan baik.
Kata kunci: Certainty Factor; Efektivitas Pembelajaran Online; Sistem Pakar;
Abstract:Abstract: The importance of complementary foods as complementary feeding for babies has become breastfeeding mother’s common knowledge. Impaired growth and development of infants and children aged 12-24 months is the low…
the low quality of complementary foods caused by unsanitary storage areas and uncontrolled temperatures. Therefore, a research was made in the form of designing a complementary food warmer box which aims to maintain the quality of complementary foods for breastfeeding, especially for career women who spend most of their time outside the home and not with babies. The MPASI heating box is made using a Peltier module with a thermoelectric working concept powered by an electric current or battery so that it can be used anywhere and anytime.
Keywords: MPASI; Thermal Sensor; Thermoelectric; Warming Box
Abstrak: Pentingnya MPASI sebagai asupan pendamping bayi sudah menjadi pengetahuan umum setiap ibu menyusui. Gangguan tumbuh kembang bayi dan anak usia 12-24 bulan disebabkan rendahnya mutu MPASI karena tempat penyimpanan yang kurang bersih dan suhu yang tidak terjaga. Dengan demikian dibuatlah penelitian berupa rancang bangun box penghangat MPASI dengan tujuan agar makanan pendamping ASI dapat terjaga kualitasnya, terutama bagi wanita bekerja yang menghabiskan sebagian besar waktunya diluar rumah tanpa bersama bayi. Box penghangat MPASI menggunakan konsep kerja termoelektrik dalam bentuk modul Peltier dengan sumber tegangan arus listrik atau baterai, sehingga dapat digunakan kapanpun dan dimanapun.
Kata kunci: Box Penghangat; MPASI; Sensor Suhu; Termoelektrik
Abstract:Abstract : Directorate General of State Assets West Kalimantan Regional Office each year has a work program provided by the central DJKN that must be completed, The work program is carried out with the target set by the…
central DJKN. DJKN has a standard method in measuring each work plan program, namely using the Balanced Scorecard method, But in its application there are still many processes in measuring and monitoring plans that are done manually so that business processes are carried out for a long time and are ineffective and without an information system, the monitoring process cannot be done in real time anywhere and anytime so that some work plans are late accordingly. with targets that will directly affect performance. This study aims to cut the manual business process by using a website-based performance monitoring and measurement system so that it is hoped that the performance monitoring process can be carried out optimally in real time and easily. The results of this research are in the form of a website-based performance monitoring and measurement system that has been tested for system functionalities and system interfaces by obtaining results according to each functional system and system interface available and testing for users at the Directorate General of State Assets West Kalimantan Regional Office obtaining a percentage of 88.55 % .
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Keywords : Balanced Scorecard ; DJKN ; Monitoring ; Performance Measurement
Abstract : Directorate General State Assets (DGST ) West Kalimantan Regional Office every year year have a given work program by the central DJKN which must completed , work program implemented with the target that has been set by the central DJKN . DJKN has standard method in measure every program plan work that is use the Balanced Scorecard method, but in implementation still many processes in measure and monitoring plan work done manually so that the business processes that are run eat long time and no effective as well as without existence system information make the monitoring process not can done by realtime everywhere and any time so that make a number of plan work late no in accordance with a target that direct will influence performance . Study this aim cut those manual business processes with use monitoring system and measurement performance web -based so that expected performance monitoring process could done by maximum with easy and realtime , Results study this in the form of monitoring system and measurement performance based on a website that has been tested functional system and interface system with get results in accordance will every functional system and interface existing system _ and testing to users at the West Kalimantan Regional Office DJKN get results percentage 88.55%.
Keywords: Balanced Scorecard ; DJKN ; Monitoring ; Performance Measurement
Abstract:Abstract: The number of applicants for scholarship recipients is many, so in the registration process, the scholarship provider provides several requirements that students must meet, and these requirements have criteria…
with different weight values. The number of applicants for the scholarship recipients is enormous; a Decision Support System (DSS) is needed to help the selection process be more accessible and faster and reduce errors in determining scholarship recipients. The data collection method uses interviews, observations, and literature with the waterfall's system development method. The calculation of the criteria used in developing this system is the Simple Additive Weighting (SAW) method. Comparing the final results between manual and system analyses shows that the equation is close to 100%. Still, the final results may be different because manual calculations use raw values, while system calculations use the Simple Additive Weighting (SAW) method, which compares alternatives.
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Keywords: decision support system; scholarship; simple additive weighting
Abstrak: Pendaftar calon penerima beasiswa tidak sedikit jumlahnya, sehingga pada proses pendaftaran pihak pemberi beasiswa memberikan sejumlah persyaratan yang harus dipenuhi oleh siswa, dan persyaratan tersebut memiliki kriteria dengan nilai bobot yang berbeda-beda. Jumlah siswa yang mengajukan beasiswa sangat banyak, dan memerlukan sistem pendukung keputusan untuk mempermudah dan mempercepat proses seleksi serta mengurangi kesalahan dalam menentukan penerima beasiswa. Metode dalam mengumpulkan data menggunakan metode wawancara, observasi, dan literatur dengan metode pengembangan sistem menggunakan waterfall. perhitungan kriteria yang digunakan dalam pengembangan sistem ini adalah metode SAW (Simple Additive Weighting). Perbandingan hasil akhir antara perhitungan manual dan sistem menunjukkan persamaan mendekati 100%, namun hasil akhir bisa saja berbeda karena perhitungan manual menggunakan nilai mentah, sedangkan perhitungan sistem menggunakan metode SAW (Simple Additive Weighting) yang perhitungan dengan cara membandingkan alternatif.
Kata kunci: beasiswa; simple additive weighting; sistem pendukung keputusan
Abstract:Abstrak: Tujuan praktis dari kecerdasan buatan adalah membuat komputer lebih bermanfaat bagi manusia. Kecerdasan buatan dapat membantu manusia membuat keputusan, menemukan informasi yang lebih akurat atau membuat komputer…
r lebih mudah digunakan dengan tampilan alami untuk membuatnya mudah dimengerti. Pada kenyataannya, sistem permohonan kredit bertujuan untuk memberikan kemudahan serta layanan yang tepat sesuai kebutuhan nasabah, dan juga memberikan suatu pedoman serta syarat-syarat dalam permohonan kredit dengan jelas agar nasabah mengerti bagaimana prosedur dalam mengajukan permohonan kredit. Adapun resiko yang dihadapi dari Bank SUMUT seperti tunggakan kredit atau kredit macet. Oleh karena itu, dibutuhkanlah kecermatan pihak internal bank dalam melakukan analisa. Ini bertujuan untuk mempelajari Sistem Pakar dengan metode Forward Chaining dan masalah untuk mengetahui apakah tindakan yang akan diambil oleh pihak internal dalam memproses pemberian kredit rumah sesuai aturannya.
Kata kunci: kredit; runut maju; sistem pakar
Abstract: The practical goal of artificial intelligence is to make computers more useful to humans. Artificial intelligence can help humans make decisions, find more accurate information or make computers easier to use with natural displays to make them easy to understand. The credit application system aims to provide convenience and appropriate services according to customer needs, and also provides clear guidelines and conditions for credit applications so that customers understand the procedure for applying for credit. The risks faced by Bank SUMUT such as credit arrears or bad loans. Therefore, it takes the accuracy of the bank's internal parties in conducting the analysis. This aims to study the Expert System with the Forward Chaining method and the problem to find out whether the actions that will be taken by internal parties in processing home loans are following the rules.
Keywords: credit; expert system; forward chaining
Abstract:Abstract: The ABC Islamic boarding school is one of the Islamic boarding schools in Madiun Regency, in addition to the Islamic boarding schools in the Islamic boarding school there are also SMP and SMA which are under the…
e same foundation. The ABC Islamic boarding school also applies information technology as a companion to its operational activities. The large number of employees and teachers in Islamic boarding schools, junior high schools and senior high schools creates difficulties in the staffing division for management. The management method that is currently running in the personnel department is deemed insufficient, because the existing information technology to support their work has not yet functioned optimally to support the strategy. The zachman framework is chosen so that planning is carried out in strategic steps, easy to understand and can be a control for future information system development. The results of this research are in the form of a blueprint for the system design which is mapped in the form of a Zachman matrix from the perspective of the Planner and Owner.
Keywords: Information Systems, Strategic Planning, Zachman's Framework
Abstrak: Pondok pesantren ABC merupakan salah satu Pondok Pesantren yang ada di Kabupaten Madiun, selain pondok pesantren di lingkungan ponpes tersebut juga terdapat SMP dan SMA yang dinaungi satu yayasan yang sama. Pondok pesantren ABC juga menerapkan teknologi informasi sebagai salah satu pendamping kegiatan operasional nya. Banyaknya karyawan dan guru yang terdapat di pondok pesantren, SMP dan SMA menimbulkan kesulitan pada bagian kepegawaian untuk pengelolaannya. Cara pengelolaan yang sedang berjalan di bagian kepegawaian dirasa tidak lagi mencukupi, karena teknologi informasi yang ada untuk menunjang pekerjaan mereka belum berfungsi optimal sebagai pendukung strategi. Kerangka kerja zachman dipilih agar perencanaan dilakukan dengan langkah-langkah yang strategis, mudah dipahami dan bisa menjadi kontrol untuk pengembangan sistem informasi ke depan. Hasil penelitian ini berupa blue print rancangan sistem yang dipetakan didalam bentuk matrik Zachman yang dilihat dari sudut pandang Planner dan Owner.
Kata kunci: Kerangka kerja Zachman, Perencanaan Strategis, Sistem Informasi
Abstract:Abstract: In the current digital era, almost all health care sectors require fast, precise, detailed, and valid services. The results of observations show that during lectures, students still have difficulty understanding…
g the flow of input, process, and output of a good application, and do not know and have an idea about Application Software in Health Care Facilities that are already running in health facilities because some students do Field Work Practices. placed in health care facilities institutions still use manual systems with paper and recording in ledgers, during the current pandemic. In this study, an electronic medical record information system was designed and built as a student learning application regarding health service applications, system accuracy test using ISO 9126, where ISO 9126 looks at Functionability, Reliability, usability, efficiency, maintainability, and portability of a good system and provides recommendations if there are findings that the system does not meet the needs. The results of this study obtained the value of the Information System that was built only 75,92593 % which is the result of quality measurement so that this application does not fall into the category of the ISO 9126 standard because there are Portability Characteristics, namely Adaptability and Installability elements are not met, for these finding recommendations for improvements are given so that the system can run perfectly. according to the need for use.
Keywords: Covid-19, Electronic Medical Records, Learning Media, ISO 9126
Abstrak: Pada era digital sekarang, hampir semua sektor pelayanan kesehatan membutuhkan pelayanan yang cepat, tepat, detail, dan valid. Hasil observasi menunjukkan bahwa selama perkuliahan mahasiswa masih kesulitan memahami alur input, proses, dan output dari suatu aplikasi yang baik, serta belum mengetahui dan mempunyai gambaran tentang Software Aplikasi di Fasilitas Pelayanan Kesehatan yang sudah berjalan di fasilitas kesehatan dikarenakan beberapa mahasiswa yang melakukan Praktek Kerja Lapangan ditempatkan di institusi fasilitas pelayanan kesehatan masih menggunakan sistem manual dengan kertas dan pencatatan di buku. Pada penelitian ini dirancang dan dibangun sebuah sistem informasi rekam medis elektronik sebagai aplikasi pembelajaran mahasiswa mengenai aplikasi pelayanan kesehatan, uji akurasi sistem menggunakan ISO 9126, dimana ISO 9126 menilik Functionability, Reliability, usability, efesiency, maintainability dan portability sistem yang baik serta memberi rekomendasi apabila ada temuan sistem yang belum sesuai kebutuhan. Hasil dari penelitian ini diperoleh nilai Sistem Informasi yang dibangun hanya 75,92593 % yang merupakan hasil pengukuran kualitas sehingga aplikasi ini tidak masuk kategori standar ISO 9126 karena ada Karakteristik Portability yaitu unsur Adaptability, dan Installability tidak terpenuhi, untuk temuan ini diberikan rekomendasi perbaikan agar sistem dapat berjalan sempurna sesuai kebutuhan penggunaannya.
Kata kunci: Covid-19, Media Pembelajaran, Rekam Medis Elektronik, ISO 9126
Abstract:Abstract: The system information section filing in UPT Puskesmas Rahayu to submit a medical record file to any of the poly, assembling medical records, store medical records, retention medical records are already inactive.…
e. This research aims to design and create a system of information filing outpatient medical records in UPT Puskesmas Rahayu in terms of borrowing and return the medical record file as well as facilitate the retention of medical records with the use of qualitative methods. The Data used in the study in UPT Puskesmas Rahayu, namely interviews, observation, and FGD (Focus Group Discussion). This study shows the input data of the patients is in accordance with UPT Puskesmas Rahayu. Input patient data include No RM, the Name of the KK, the Patient's Name, Gender, Address, and Villages. This research resulted in the information system of medical record filing outpatient procedures that can facilitate the officer in the management of the filing of medical records.
Keywords: borrowing and return; medical record filing; puskesmas
Abstrak: Sistem informasi bagian filing di UPT Puskesmas Rahayu untuk mengirimkan berkas rekam medis ke setiap poli, assembling rekam medis, menyimpan rekam medis, meretensi rekam medis yang sudah in aktif. Penelitian ini bertujuan untuk merancang dan membuat sistem informasi filing rekam medis rawat jalan di UPT Puskesmas Rahayu dalam hal peminjaman dan pengembalian berkas rekam medis serta mempermudah dalam retensi rekam medis dengan menggunakan metode kualitatif. Data yang digunakan dalam penelitian di UPT Puskesmas Rahayu yaitu wawancara, observasi dan FGD (Focus Group Discussion). Penelitian ini menunjukkan input data pasien sudah sesuai dengan yang ada di UPT Puskesmas Rahayu. Input data pasien meliputi No RM, Nama KK, Nama Pasien, Jenis Kelamin, Alamat, dan Kelurahan. Penelitian ini menghasilkan sistem informasi rekam medis filing rawat jalan yang dapat mempermudah petugas dalam pengelolaan filing rekam medis.
Kata kunci: peminjaman dan pengembalian; puskesmas; rekam medis filing
Abstract:Abstract: The entry of Covid-19 into Indonesia has caused many people to be affected, for example is delay in many activities and the increasing spread of the virus that affects public panic. One way to prevent the spread…
d of the virus is the vaccination. Vaccination is the process of administering the vaccine that is useful for providing immunity to a certain disease in a person’s body. With vaccination, it will strengthen the community’s immune system. To make it easier for the public, vaccination registration can be done online now. Filling in the data can be done from home, so that it does not cause long queues that allow the risk of new clusters. The public will get proof of registration, which must be screenshots in the form of a barcode accompanied by a queue number and any prerequisites that must be brought when they come to. On the other hand, it will also be easier for health workers to confirm the suitability of the registered data with the person who came for the vaccine. The research used is descriptive research with observational and interview methods. The design of this system using the web with PHP programming language and MySQL database.
Keywords: information system; registration; vaccination
Abstrak: Masuknya Covid-19 ke Indonesia menyebabkan banyaknya masyarakat yang terkena dampaknya, contohnya yaitu terhambatnya banyak aktivitas dan meningkatnya penyebaran virus mempengaruhi kepanikan masyarakat. Salah satu cara untuk mencegah penyebaran virus ini adalah dengan melakukan vaksinasi. Vaksinasi adalah proses pemberian vaksin yang berguna untuk memberikan kekebalan terhadap suatu penyakit tertentu ke dalam tubuh seseorang. Dengan adanya vaksinasi, maka akan memperkuat sistem imun masyarakat. Untuk mempermudah masyarakat maka saat ini pendaftaran vaksinasi dapat dilakukan secara online. Pengisian data dapat dilakukan dari rumah, agar tidak menyebabkan antrian panjang yang memungkinkan adanya resiko cluster baru. Masyarakat akan mendapatkan bukti pendaftaran yang harus di screenshoot berupa barcode disertai nomor antrian dan persyaratan apa saja yang wajib dibawa saat akan datang melakukan vaksinasi. Di sisi lain, petugas kesehatan pun akan lebih mudah dalam mengonfirmasi kesesuaian data yang terdaftar dengan orang yang datang melakukan vaksin. Penelitian yang digunakan adalah penelitian deskriprif dengan metode observasional dan wawancara. Perancangan sistem ini dilakukan menggunakan web dengan bahasa pemrograman PHP dan database MySQL.
Kata Kunci: registrasi; sistem informasi; vaksin