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DATA MINING DENGAN ALGORITMA NEURAL NETWORK DAN VISUALISASI DATA UNTUK PREDIKSI KELULUSAN MAHASISWA Neni Purwati; Rini Nurlistiani; Oscar Devinsen
Jurnal Informatika Vol 20, No 2 (2020): Jurnal Informatika
Publisher : IIB Darmajaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30873/ji.v20i2.2273

Abstract

Graduating on time is the desire of all students, not only that graduating on time is an advantage for both parties, namely students and educational institutions. But the graduation status of students when predicted does not always produce predictions early, so that it can result in graduation not on time. This research was conducted using data of students who graduated for 4 years from 2016-2019. The classification method is an approach to grouping data in data mining, namely classifying data. This classification method can also be used to make predictions for information that has not been previously known. The classification data mining method that will be used is the neural network algorithm. Visualization to display recapitulation data visually more interesting and neural network algorithm to predict student graduation which is difficult to do manually. Attributes used in training data consist of Jenis Kelamin, Asal, Kelas, Jurusan, Umur, IPK, Tanggal Yudicium, Tahun Yudicium and Class Hasil. The attributes that become parameters are 9 attributes, of which 8 are predictor attributes and 1 are results attributes. Training and testing data by changing parameters, namely: Hidden Layer Size: 3, Training Time: 500, Learning Rate: 0.3, Momentum: 0.2 produces a classification showing the level of accuracy using a neural network algorithm is 92.83%. Displays some very complete reporting recapitulation, so that predictions and visualization of the data can help in graduating students and provide recommendations for appropriate actions and must be done by management or the authorities to make decisions.
AUDIT E-LEARNING DENGAN FRAMEWORK COBIT 5.0 DI MASA PANDEMI COVID-19 Rini Nurlistiani; Neni Purwati; Supri Yanto
Jurnal Informatika Vol 21, No 1 (2021): Jurnal Informatika
Publisher : IIB Darmajaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30873/ji.v21i1.2873

Abstract

The first Coronavirus Disease-2019 (COVID-19) outbreak appeared in Wuhan, China on December 01, 2019 and was declared a pandemic by WHO (world health organization) on March 11, 2020[1]. This condition requires all levels of society to stay at home (WFH), worship, work and study all at home. So that educational institutions are also required to follow government regulations and innovate learning processes that must continue when natural disasters or global pandemics occur through online learning with the aim of improving the quality of learning. Darmajaya Institute of Informatics and Business uses information technology in the form of online learning media called E-Learning for students and lecturers. This of course makes students and lecturers have to adapt in using the information technology. This E-Learning technology is used intensely by students and lecturers (both permanent and external lecturers) of IIB Darmajaya, so that in conditions in the field there are many shortcomings in the E-Learning service at IIB Darmajaya. One way to measure the governance and capability level of E-Learning services at IIB Darmajaya is to conduct a governance audit on the E-Learning services. In this study, a governance framework is needed in the form of Control Objective for Information and Related Technology 5 (COBIT 5.0) which can provide benefits for an agency in achieving strategic goals and optimizing services from information technology.Keywords—Audit Tata Kelola, E-Learning, COBIT 5.0, Maturity Level, Capability Level.
PENERAPAN KNOWLEDGE MANAGEMENT SYSTEM (Studi Kasus: Spesialis Penyakit Jantung dan Spesialis Penyakit Dalam di RSUD ABDUL MOELOEK) Sasya Nadira; Rini Nurlistiani; Hendra Kurniawan; Agus Rahardi; Halimah Halimah
Jurnal SIMADA (Sistem Informasi dan Manajemen Basis Data) Vol 2, No 2 (2019): Jurnal SIMADA (Sistem Informasi dan Manajemen Basis Data)
Publisher : Institut Informatika dan Bisnis Darmajaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30873/simada.v2i2.1879

Abstract

Knowledge management is a concept that converts information into knowledge that can be followed up and available with easy means so that everyone can access it. The knowledge of information technology is very important for the community, as one of the software and forums providing information about stom and heart disease, which is located in Dr. H. Abdul Moeloek. In order to develop and maintain the process of learning, innovation and renewal must continue to develop and be sustainable and required facilities or activities that are able to provide information about health, website knowledge management system that is specific to heart and heart disease is designed using the waterfall model method. This website is built using the PHP programming language and MySQL as the database. This research resulted in a knowledge management system website. The use of this website can help the public in obtaining information, provide a forum for discussion and exchange of experiences regarding ulcer disease and heart disease.
Sistem Informasi Layanan Haji Berbasis Web Pada Yayasan KBIH Pringsewu Lampung Neni Purwati; Rini Nurlistiani
Jurnal Inovtek Polbeng Seri Informatika Vol 7, No 1 (2022)
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35314/isi.v7i1.2363

Abstract

Intisari -Menunaikan  ibadah  haji  merupakan  ibadah yang  sangat  dirindukan  oleh  semua  umat  islam.  Yayasan KBIH Pringsewu merupakansebuahlembaga layanan bagimasyarakatyanginginmelaksanakanibadahhaji denganpembimbinganibadahhaji.Masalah yangterjadiyaitupemborosan biayainformasimengenai penerimaanpendaftaranhajimenggunakan pamflet dan radio, pendaftaran calon jamaah dengan formulir yang harus mendatangi kantor KBIH Pringsewu sehingga sering menjadikan antrian, pengolahandatamasih konvensional seperti penginputankembalidata pendaftar calon jamaahuntukmenentukandatakelompok, untuk memperoleh informasinomorporsidan informasi jadwal keberangkatanjamaahharuspergikekantor,serta pembuatan buktipembayaran masih menggunakan kertas yang sering terjadi kehilangan dan kerusakan. Sistem informasilayananhajiberbasiswebdibangunmenggunakan metodewaterfall dengan tahapannya yaituanalisakebutuhan,desain sistem, penulisan kode program, pengujian program, penerapan program dan pemeliharaan.Dengansisteminformasilayanan berbasis webinidapatmemberikan informasi penerimaan calon jamaah haji kepada masyarakat dengan biaya yang minimal dan informasinya cepat dan mudah sampai serta tepat sasaran, calon jamaaah dapat dengan mudah melakukan pendaftaran haji tanpa harus datang ke kantor dan terhindar dari antrian yang menghabiskan waktu lama, prosespengolahandatatidak perlu dilakukan berulang-ulang danmenghasilkandatayangakurat karena sudah memanfaatkan database, informasimengenainomor porsi daninformasijadwal keberangkatan ibadahhaji lebihcepat diketahui oleh calon jamaah, bukti pembayaran tercatat secara elektronik sehingga tidak akan terjadi kehilangan dan kerusakan. Hal tersebut dibuktikan dengan hasil ujicoba sistem menggunakan TAM (Technology Acceptance Model) oleh 62 responden bahwa persepsi kemanfaatan (Usefulness) untuk performance tertinggi adalah 34% menjawab Setuju(S), untuk importance tertinggi sebanyak 42% menjawab Setuju(S), dan persepsi kemudahan (Ease of Use) untuk performance tertinggi adalah 31% menjawab Setuju(S), untuk importance tertinggi sebanyak 42% menjawab Setuju(S) Kata Kunci - Sistem Informasi, Layanan Haji, Web.
PENINGKATAN EKONOMI MASYARAKAT MELALUI KETERAMPILAN MERAJUT DAN PEMANFAATAN MEDIA SOSIAL SERTA MARKETPLACE UNTUK PENJUALAN ONLINE Rini Nurlistiani; Neni Purwati
JMM (Jurnal Masyarakat Mandiri) Vol 6, No 3 (2022): Juni
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (2045.875 KB) | DOI: 10.31764/jmm.v6i3.8561

Abstract

Abstrak: Selama pandemi COVID-19 banyak ibu rumah tangga yang tergerak ingin membantu perekonomian keluarga melalui usaha kreatif baik kuliner maupun kerajian yang dapat dijadikan sebagai peningkatan ekonomi keluarga. Melalui pengabdian kepada masyarakat, dosen IIB Darmajaya memberikan keterampilan seni merajut dan pengetahuan tentang bagaimana memanfaatkan media sosial dan marketplace sebagai sarana promosi untuk menjualkan suatu barang/jasa yang dilakukan oleh ibu rumah tangga Kampung Wonosari Kec. Sukabumi, Bandar Lampung yang berjumlah 20 orang. Metode dibagi dalam 3 bagian yaitu observasi/wawancara terkait keterampilan yang ingin dipelajari ibu-ibu rumah tangga, kedua pelatihan merajut dan pelatihan membuat sosial media, digital content dan marketplace. Ketiga monitoring & evaluasi hasil belajar rajutan dan penggunaan aplikasi untuk pemasaran. Hasil pengabdian menunjukkan 50% ibu rumah tangga berhasil membuat rajutan konektor masker, bros, dan dompet. Penggunaan sosial media dan marketplace cukup mudah dan bermanfaat bagi ibu rumah tangga dengan persentase sebesar 74,90% menggunakan aplikasi tersebut. Hal ini sangat membantu dalam memasarkan produk/jasa secara online dengan mudah dan efisien.Abstract: During COVID-19 many housewives want help their family economy through creative efforts of both culinary and craft that could be used as an improvement in the family economy. Through devotion to the community, lecturer of IIB Darmajaya provide knitting arts skills, knowledge how to utilize social media and also marketing for promotion goods/services carried out by housewives in Wonosari Village, Sukabumi, city Bandar Lampung amounted 20 housewives. The method is divided into 3 sections, first is observation/interview related skills that housewives want to learn, the second is knitting training and training for making a social media, digital content and marketplace. Third is monitoring & evaluation App and knit learning outcomes for marketing. In the results, 50% housewives are successful making a mask connector, broch and wallet. Social media and marketplace which used is quite easy and beneficial for housewives with a percentage of 74.90% can use App. This is very helpful in marketing products/services online easily and efficiently.
AUDIT SISTEM INFORMASI MENGGUNAKAN FRAMEWORK ITIL V3 PADA SISTEM INFORMASI AKADEMIK PERGURUAN TINGGI SWASTA Rini Nurlistiani
Sienna Vol 2 No 2 (2021): SIENNA Volume 2 Nomor 2 Desember 2021
Publisher : LPPM Universitas Muhammadiyah Kotabumi

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (220.172 KB) | DOI: 10.47637/sienna.v2i2.446

Abstract

Collage is a scientific institution that has the task of providing education and teaching above the secondary level, and which provides education and teaching based on the Indonesian national culture and in a scientific way. A good university must be able to utilize IT in carrying out academic and non-academic activities. One example of the use of IT needed in a university is the Academic Information System (SIAKAD) which is expected to help smooth information technology, especially academics. The use of SIAKAD must also be reviewed in terms of network connections, system security, access rights according to user needs, and how system developers evaluate existing business processes and infrastructure. In implementing a good SIAKAD, it is necessary to carry out an important information system audit to improve the performance of this system. The academic information system audit model can be carried out using the Information Technology Infrastructure Library (ITIL) version 3 as a framework to have better.
PELATIHAN PENGGUNAAN TEKNOLOGI INFORMASI BAGI PERANGKAT DESA ANTAR BAWANG KABUPATEN LAMPUNG BARAT Suci Mutiara; Anggawidia Wibaselppa; Rini Nurlistiani; Anggalia Wibasuri; Alpenda Yuda Utama
Jurnal Publika Pengabdian Masyarakat Vol 4, No 02 (2022): Jurnal Publika Pengabdian Masyarakat
Publisher : Institut Informatika dan Bisnis Darmajaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30873/jppm.v4i02.3287

Abstract

Desa Atar Bawang terletak di Kecamatan Batu Ketulis Kabupaten Lampung Barat. Pada Desa Atar Bawang proses pelayanan masyarakat masih dilakukan secara manual. Rata-rata petugas Desa Atar Bawang memberikan 20 hingga 30 layanan kependudukan setiap hari kepada masyarakat. Sebagian besar layanan yang dilakukan kepada masyarakat adalah Surat menyurat. Meskipun dalam pembuatan surat menyurat tersebut telah menggunakan komputer namun cara pengerjaannya masih diketik secara konvensional kemudian penomoran surat dicatat menggunakan buku besar dan tidak memiliki arsip. Sehingga mengakibatkan tidak terkontrolnya semua data dan arsip surat menyurat.Permasalahan tersebut dapat diminimalisir dengan mengoptimalkan pelayanan masyarakat melalui pelatihan penggunaan Teknologi informasi berupa Sistem Informasi Manajemen Desa berbasis web. Seluruh pelayanan masyarakat akan menggunakan sistem tersebut, sehingga waktu pelayanan lebih optimal dan makin singkat, format surat menyurat menjadi lebih standar, dokumentasi surat menyurat terpantau, dan arsip dapat dilacak keberadaannya
Evaluasi dan Audit Aplikasi Mobile JKN pada BPJS Kesehatan Menggunakan Model TAM dan COBIT 5.0 Rizky Amalia; Wasilah; Rini Nurlistiani
JUPITER (Jurnal Penelitian Ilmu dan Teknologi Komputer) Vol 14 No 2-a (2022): Jupiter Edisi Oktober 2022
Publisher : Teknik Komputer Politeknik Negeri Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281./4734/5.jupiter.2022.10

Abstract

Mobile JKN is an application built by BPJS Kesehatan to use the current use of mobile technology. The JKN Mobile Application is expected to provide convenience for the public in accessing information related to the BPJS service program online. The importance of Mobile JKN services to carry out operational activities must be in optimal conditions. In fact, there are still many things that need to be related to JKN's mobile information technology. The low interest of the people of Bandar Lampung in using the Mobile JKN application. This is indicated by the queue of information request services that are always full at the BPJS office. This condition indicates the need for measuring application acceptance (acceptance) for the community, as well as evaluating the JKN mobile application. This study aims to measure the readiness of BPJS health users in Bandar Lampung to use the JKN BPJS mobile application and build recommendations for improving information technology governance related to the JKN BPJS mobile application. This study uses the TAM (Technology Acceptance Model) analysis model to determine Perceived Usefulness and Perceived Ease of Use, as well as the implementation of information system audits related to IT security risks using Control Objective for Information and Related Technology (COBIT). The results of the research value of benefit (PU) is 62% and convenience is 59%. As for the analysis of the JKN mobile application, the current maturity value and expected maturity are 1.03
Perancangan Sistem Informasi Daftar Kajian Islam Di Bandarlampung Berbasis Web Ayu Firdhayanti; Sushanty Saleh; Rini Nurlistiani
TEKNIKA Vol. 17 No. 1 (2023): Teknika Januari - Juni 2023
Publisher : Politeknik Negeri Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.7956076

Abstract

Pengelolaan masjid dewasa ini, yang ditandai dengan era globalisasi, pasti menghadapi berbagai tantangan dan permasalahan yang sangat kornpleks. Pada saat ini penyebaran sistem informasi tentang kajian islam hanya menggunakan selembaran yang hanya sebagian masyarakat yang mengetahuai informasi tentang kajian tersebut. Di lain sisi kebutuhan informasi mengenai jadwal kajian Islam yang berlangsung di Masjid Bandar Lampung sangat diperlukan sebagai bahan pertimbangan dalam mencari informasi yang dibutuhkan. Beberapa masjid sudah memiliki sistem informasi sendiri untuk berbagi informasi kegiatan, dokumentasi, maupun manajemen masjid. Namun masih banyak masjid yang belum memiliki sistem informasi sendiri dikarenakan beberapa faktor, seperti sumber daya dan finansial yang tidak mencukupi. Pemgembangan sistem yang digunakan dalam penelitian ini menggunakan metodologi Rational Unified Process merupakan pendekatan pengembangan perangkat lunak yang dilakukan berulang-ulang (iterative), fokus pada arsitektur (architecture-centric), lebih diarahkan berdasarkan penggunaan kasus (use case driven). Tujuan dari penelitian yang akan dilakukan adalah membuat Sistem Informasi Daftar Kajian Islam Di Bandar Lampung Berbasis Web dan membuat pengembangan Sistem Informasi sehingga laporan yang dihasilkan dapat dikembangkan dan pengolahan data dapat terintegrasi dengan baik. Hasil dari penelitian ini diharapkan dapat memberikan kontribusi dalam mempermudah akses dan pengelolaan informasi mengenai kajian-kajian Islam di Bandarlampung. Sistem informasi yang dikembangkan dapat menjadi sarana efektif bagi umat Muslim untuk mencari dan memperoleh informasi terkait kajian-kajian Islam yang bermanfaat bagi pengembangan diri dan pemahaman agama. Kata kunci— Kajian, Islam, Masjid
PENGENALAN APLIKASI GAME EDUKASI KAHOOT UNTUK MENINGKATKAN MOTIVASI BELAJAR SISWA DI PANTI ASUHAN DAARUL ALYA Rini Nurlistiani; Suci Mutiara; Anggawidia Wibaselppa; Erland Nur Syihab
Jurnal Publika Pengabdian Masyarakat Vol 5, No 1 (2023): Jurnal Publika Pengabdian Masyarakat
Publisher : Institut Informatika dan Bisnis Darmajaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30873/jppm.v5i1.3690

Abstract

Learning media is very important in the world of education. Good learning media will influence the variety of teaching in the classroom and it is hoped that it can also improve student achievement. During the COVID-19 pandemic there were many interesting variations of learning that could increase students' interest and motivation in learning, both from the elementary/junior high school/high school-equivalent levels. One way is to carry out learning through interesting games that can be adapted by students in order to increase student motivation and be able to make students more interested in learning and improve their achievements. Kahoot is an internet-based learning media containing quizzes and games. In this service, an introduction to educational game-based learning is carried out at the Daarul Alya Islamic Boarding School because it is still relatively passive and is not familiar with technology as in other SD/SMP/SMA/equivalent as a form of variation in student learning. The results of the evaluation of this activity were that most students stated that kahoot was very easy to understand and highly motivated them in learning. So that in future implementation similar educational games will be carried out from various subjects to increase student motivation and achievement in the learning process.