Jurnal Data Mining dan Sistem Informasi
Jurnal Data Mining dan Sistem Informasi (JDMSI) is a peer-reviewed scientific Open Access journal that published by Universitas Teknokrat Indonesia. This Journal is built with the aim to expand and create innovation concepts, theories, paradigms, perspectives and methodologies in the sciences of Information System. FOCUS AND SCOPE The study of other sciences that examine topics related to Information Systems and Data Mining is not limited to: 1. Data Mining, Data Warehouse, Big Data, Data Science, Business Intelligence 2. Web Semantik 3. Database Management 4. Bioinformatics 5. Kecerdasan Buatan 6. Analisis dan Rancangan Sistem Informasi 7. Metodologi Pengembangan Sistem Informasi 8. Pengukuran dan Evaluasi Sistem Informasi 9. Sistem Informasi Strategis (Sistem Pendukung Keputusan, Sistem Informasi Eksekutif, Sistem Enterprise) 10. Manajemen Sistem Informasi 11. Audit Sistem Informasi, Manajemen Perubahan dan Inovasi dalam Sistem Informasi, Sistem Informasi dan Kaitannya dalam Bisnis yang Kompetitif 12. Investasi Teknologi Informasi / IT, Manajemen Teknologi Informasi / IT, Manajemen SDM dan Organisasi Teknologi Informasi / IT, Perencanaan Strategis Teknologi Informasi / IT, Analisis Investasi Teknologi Informasi / IT, Manajemen Proyek Teknologi Informasi / IT, Inkubasi Bisnis Teknologi Informasi / IT 13. E-learning, E-Bussiness, E-Health, E-Commerce, E-Supply Chain Management, E-Government 14. Sistem Enterprise, Manajemen dan Perancangan Arsitektur Sistem Enterprise, Perencanaan Sumberdaya Sistem Enterprise 15. Sistem Informasi Akademik, Sistem Informasi Perhotelan, Sistem Informasi Transportasi, Sistem Informasi Sumber Daya, Sistem Informasi Produksi, Sistem Informasi Perbankan, Sistem Informasi Enterprise, Sistem Informasi Sosial, Sistem Informasi Geografis
Articles
40 Documents
<![CDATA[IMPLEMENTATION OF SMARTER AND ORESTE METHODS FOR DETERMINING UNDERDEVELOPED VILLAGES ]]>
<![CDATA[Riska Amalia Praptiwi]]>;
<![CDATA[Suaidah Suaidah]]>;
<![CDATA[Rakhmat Dedi Gunawan]]>;
<![CDATA[Ryo Cahyo Prakoso]]>;
<![CDATA[Deddy Rudhistiar]]>;
<![CDATA[Patricia Evericho Mountaines]]>;
<![CDATA[Thesa Adi Saputra]]>
<![CDATA[ Jurnal Data Mining dan Sistem Informasi Vol 4, No 2 (2023): AGUSTUS 2023 ]]>
Publisher : <![CDATA[Universitas Teknokrat Indonesia ]]>
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DOI: 10.33365/jdmsi.v4i2.3239
<![CDATA[Villages have less development than cities because villages have bigger problems such as higher poverty rates, lower health, lower human resources, facilities and infrastructure that are more difficult to reach than cities. Therefore we need the concept of sustainable village development. In sustainable development, the aspect of development is not only aimed at present society but also society in the future. Before making the concept of sustainable village development, so that village development in a city/regency/district area is conceptualized evenly, decision support is needed to identify underdeveloped villages. Some indicators villages or underdeveloped regions mostly related to the survey of Potensi Desa activities by BPS from 1980 to 2014 continually participated. Related to that conditions, criteria obtained underdeveloped villages by DPU and indicator data PODES by BPS, it can be applied on Decision Making System. In this research selected case studies are census data from Potensi Desa by BPS in Magetan. This system uses SMARTER (Simple Multi-Attribute Rating Technique Exploiting Ranks) methods as the calculation of the weights to the criteria and ORESTE methods used for the rankings of underdeveloped villages. In this system SMARTER methods using a weighting formula Rank Order Centroid (ROC) that is proportional weighting which reflects the distance and the priority of each criteria appropriately. Furthermore, the ranking process using Oreste methods by three main stages that is Projection Matrix position, Ranking of projections and Agegration of Global Ranking. Testing of this system, which one is changing the parameters of Oreste (α value) and obtained compatibility reach 91.06% of accuracy to the experts data of underdeveloped villages from the BPS Magetan by the number 100% alternative data with value 0:01 of alpha]]>
<![CDATA[IMPLEMENTASI AUGMENTED REALITY (AR) PADA MEDIA INFORMASI KAWASAN WISATA TAMAN NASIONAL GUNUNG HALIMUN SALAK ENDAH ]]>
<![CDATA[nanda suryana fadli]]>
<![CDATA[ Jurnal Data Mining dan Sistem Informasi Vol 4, No 2 (2023): AGUSTUS 2023 ]]>
Publisher : <![CDATA[Universitas Teknokrat Indonesia ]]>
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DOI: 10.33365/jdmsi.v4i2.2689
<![CDATA[Tourist area information media is a medium needed by tourists to find information about tourist areas so they can travel and enjoy nature. Information media for the tourist area of Gunung Halimun Salak Endah National Park consists of a camping ground, queen crater, hot springs, and 7 waterfalls, and as for the price of the main entrance ticket, the price of the entrance ticket per tourist spot, the distance from the entrance gate to the tourist spot, existing facilities in tourist areas. Media information on tourist areas can be searched directly and indirectly. However, these sources of information are less interesting and less interactive. Therefore AR (Augmented reality) technology is the right solution to overcome this problem. This study aims to create an application using AR (Augmented reality) implementation technology on information media in the tourist area of Mount Halimun Salak Endah National Park based on Android. By utilizing the camera feature on smartphone devices to detect markers, 3D objects will appear. Augmented reality is the incorporation of an object that exists in the virtual world (virtual) into the real world in 2D or 3D form that can be seen and heard in real time. The method used in this research is Marker Based Tracking. Applications that utilize augmented reality technology in tourist areas can be used by tourists and the general public. Based on the results of the alpha and beta tests, it is known that the value is 5.67% for accuracy, relevance and completeness. It can be concluded that information media in tourist areas is appropriate to be used to assist information media for tourists, and people who want to visit the tourist area of Mount Halimun Salak Endah National Park, because it can increase interest and interest. This application will run on the Android 7.0 (Nougat) mobile platform and supports ARCore with an application capacity of 145MB.]]>
<![CDATA[Sistem Pendukung Keputusan Penerimaan Asisten Dosen Menggunakan Metode Multi Attribute Utility Theory (MAUT) ]]>
<![CDATA[Ichwan Sholihin]]>
<![CDATA[ Jurnal Data Mining dan Sistem Informasi Vol 4, No 2 (2023): AGUSTUS 2023 ]]>
Publisher : <![CDATA[Universitas Teknokrat Indonesia ]]>
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DOI: 10.33365/jdmsi.v4i2.2781
<![CDATA[Dosen adalah faktor terpenting dalam proses pengajaran pada tingkat perkuliahan dan pada beberapa mata kuliah praktikum juga dibutuhkan seorang asisten dosen yang diharapkan mampu membantu dosen dalam proses pengajaran. Dalam melaksanakan perannya, maka dosen dan asisten dosen melaksanakannya secara bersama-sama, mulai dari perencanaan perkuliahan, pelaksanaan perkuliahan sampai dengan penilaian hasil belajar mahasiswa. Fakultas Teknik dan Ilmu Komputer Universitas Teknokrat Indonesia (FTIK UTI) merupakan salah satu fakultas dengan program studi terbanyak, maka hal ini membutuhkan tenaga tambahan yang dapat mendampingi atau menggantikan dosen dalam mengajar di laboratorium. Namun dalam masa seleksi calon asisten dosen terdapat beberapa kendala yang dihadapi, seperti waktu rekrutmen dan penilaian yang terlalu lama serta metode penilaian yang masih subjektif. Dalam permasalah tersebut diperlukan sebuah sistem pendukung keputusan yang dapat menilai para calon asisten dosen. Metode MAUT merupakan suatu metode perbandingan kuantitatif yang menghubungkan pengukuran atas evaluasi akhir, v(x) dari suatu objek x yang didefinisikan sebagai bobot penjumlahan dengan suatu nilai yang relevan terhadap nilai dimensinya atau biasa disebut nilai utilitas. Pada penelitian ini, metode MAUT akan digunakan sebagai kalkulasi nilai akhir dari para calon asisten dosen dengan kriteria tes yang dilewati dengan tujuan agar seleksi asisten dosen dapat berjalan secara objektif.]]>
<![CDATA[Perancangan Enterprise Architecture Menggunakan TOGAF Architecture Development Method (Studi Kasus: Objek Wisata Janti Park) ]]>
<![CDATA[Shafira Nur Herlinda]]>;
<![CDATA[Teguh Susyanto]]>;
<![CDATA[Budi Hartanto]]>
<![CDATA[ Jurnal Data Mining dan Sistem Informasi Vol 4, No 2 (2023): AGUSTUS 2023 ]]>
Publisher : <![CDATA[Universitas Teknokrat Indonesia ]]>
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DOI: 10.33365/jdmsi.v4i2.2969
<![CDATA[Janti Park Tourism Object in utilizing information systems and information technology to support business processes is still not optimal. Utilization of information systems is currently only carried out in the business process of selling parking tickets and entrance tickets. However, other business processes are still carried out manually and not yet computerized. This causes a high risk of human error, successive recording errors, data that is easily lost and damaged, resulting in inaccurate data. The purpose of this study was to produce an enterprise architecture design using the TOGAF Architecture Development Method in the form of an application blueprint that is used as a reference in developing information systems and information technology so that they can be more optimal and increase the effectiveness and efficiency of business processes at Janti Park Tourism Object. The design of enterprise architecture uses the TOGAF Architecture Development Method (ADM) with 8 development phases, namely the preliminary phase, requirements management, architecture vision, business architecture, information systems architecture, technology architecture, opportunities and solutions, and migration planning. This research produces an application blueprint that can be used as a guide and reference in developing information systems and information technology so that they can be more optimal and increase the effectiveness and efficiency of the Janti Park Tourism Object business process.]]>
<![CDATA[IMPLEMENTASI SISTEM ABSENSI SISWA BERBASIS QRCODE MENGGUNAKAN ANDROID STUDY KASUS SMKN 8 BANDAR LAMPUNG ]]>
<![CDATA[zainal farizi]]>
<![CDATA[ Jurnal Data Mining dan Sistem Informasi Vol 4, No 2 (2023): AGUSTUS 2023 ]]>
Publisher : <![CDATA[Universitas Teknokrat Indonesia ]]>
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DOI: 10.33365/jdmsi.v4i2.3321
<![CDATA[Implementation of a QR Code-Based Student Attendance System Using Android Case Study SMKN 8 Bandar Lampung is a thesis that aims to develop a QR Code-based student attendance system using the Android platform at SMKN 8 Bandar Lampung. The development method used is the waterfall method, which consists of the stages of analysis, design, implementation, testing and maintenance. This research also covers the limitations of the problems and benefits of using a QR Code based attendance system. In conclusion, the implementation of a QR Code-based attendance system using Android at SMKN 8 Bandar Lampung can increase the efficiency of the student attendance process and get positive responses from students and teachers. This system also has benefits in terms of saving time and costs and minimizing human errors in the attendance process. However, this research has limitations on the implementation of student attendance systems only and does not discuss the implementation of attendance systems in other schools.]]>
<![CDATA[ANALISIS SENTIMEN MEDIA SOSIAL TWITTER PADA PERUSAHAAN UNILEVER IMBAS PERANG ISRAEL PALESTINA MENGGUNAKAN MODEL SVM ]]>
<![CDATA[Pratama, Agung]]>
<![CDATA[ Jurnal Data Mining dan Sistem Informasi Vol 5, No 1, Februari 2024 ]]>
Publisher : <![CDATA[Universitas Teknokrat Indonesia ]]>
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DOI: 10.33365/jdmsi.v5i1.4235
<![CDATA[Penelitian ini bertujuan untuk menganalisis sentimen masyarakat Indonesia terhadap Unilever pasca-kontroversi Palestina-Israel menggunakan data teks dari platform Twitter selama bulan Oktober hingga Desember 2023. Metode yang digunakan adalah pendekatan kualitatif berbasis observasi, yang memungkinkan peneliti untuk mendapatkan pemahaman mendalam tentang respons masyarakat terhadap Unilever. Data sentimen tersebut dievaluasi untuk mengukur distribusi sentimen bulanan dan pola harian, dengan fokus pada sentimen positif, negatif, dan netral. Selain itu, penelitian ini juga memperkenalkan analisis wordcloud untuk mengeksplorasi tema yang sering dibicarakan oleh masyarakat terkait Unilever. Kesimpulan dari penelitian ini mengemukakan pentingnya pemahaman lebih lanjut terhadap sentimen masyarakat terkait isu-isu politik yang sensitif, sehingga dapat diambil tindakan yang tepat dalam meresponsnya.]]>
<![CDATA[Pengukuran Zoho Books berdasarkan metode Functionality, Usability, Performance, Reliability dan Supportability ]]>
<![CDATA[Prayitna, Graciella]]>
<![CDATA[ Jurnal Data Mining dan Sistem Informasi Vol 5, No 1, Februari 2024 ]]>
Publisher : <![CDATA[Universitas Teknokrat Indonesia ]]>
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DOI: 10.33365/jdmsi.v5i1.4470
<![CDATA[This research evaluates Zoho Books software by measuring the Functionality, Usability, Performance, Reliability dan Supportability aspects. The research objective was to assess the capabilities, ease of use, and performance of Zoho Books in meeting the accounting needs of small to medium businesses. Research methods involve feature analysis, user testing, and measuring application response in a controlled environment. The research results show that Zoho Books has complete features that cover the entire accounting cycle, an intuitive interface despite limited customization, and responsive performance thanks to cloud technology. In conclusion, Zoho Books is a reliable and efficient tool for accounting management, but there is still room for improvement in terms of interface flexibility.]]>
<![CDATA[MERANCANG SISTEM INFORMASI OUTLET BOLA-BOLA AYAM JL.CIPTA KARYA UNTUK MEMPERMUDAH PESAN DAN TRANSAKSI SECARA ONLINE ]]>
<![CDATA[Alfarizy, Harrasyid]]>;
<![CDATA[Ramadhana, Aisyah Bunga]]>;
<![CDATA[Fazilla, Rahma Muti]]>;
<![CDATA[Putera, Ardi Maulia]]>
<![CDATA[ Jurnal Data Mining dan Sistem Informasi Vol 5, No 1, Februari 2024 ]]>
Publisher : <![CDATA[Universitas Teknokrat Indonesia ]]>
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DOI: 10.33365/jdmsi.v5i1.4506
<![CDATA[Pada era digitalisasi, penggunaan sistem informasi dalam bisnis menjadi kebutuhan untuk meningkatkan efisiensi operasional dan pelayanan. Outlet Bola-Bola Ayam di Pekanbaru menghadapi tantangan dalam pemesanan, manajemen stok, dan efisiensi waktu pelayanan. Penelitian ini bertujuan merancang dan mengimplementasikan sistem informasi untuk mengatasi permasalahan tersebut dan meningkatkan kinerja operasional outlet.Metode penelitian yang digunakan adalah sekuensial linier, meliputi analisis kebutuhan, desain sistem, implementasi, dan pengujian. Analisis dilakukan melalui observasi dan wawancara, diikuti dengan pembuatan use case diagram, desain database, dan antarmuka pengguna. Implementasi menggunakan bahasa pemrograman PHP, HTML, dan CSS dengan aplikasi Visual Studio Code. Pengujian dilakukan dengan white-box testing untuk memastikan fungsionalitas sistem.Hasil penelitian menunjukkan sistem informasi yang dirancang meningkatkan efisiensi operasional Outlet Bola-Bola Ayam. Sistem ini memungkinkan pengelolaan stok yang lebih baik, mempercepat proses pemesanan, meminimalisir kesalahan transaksi, dan menyediakan laporan penjualan yang akurat. Implementasi sistem pemesanan online yang terintegrasi dengan pembayaran memudahkan pelanggan dan meningkatkan kepuasan.Penerapan sistem informasi terintegrasi mampu mengatasi permasalahan operasional di Outlet Bola-Bola Ayam dan meningkatkan efisiensi serta kualitas layanan. Penelitian ini dapat menjadi referensi bagi UMKM lain yang ingin mengimplementasikan sistem informasi dalam operasional bisnis mereka.]]>
<![CDATA[ANALISIS KEPUTUSAN PEMILIHAN SISWA EKSTRAKURIKULER TERBAIK DENGAN MENGGUNAKAN METODE GRAY ABSOLUTE DECISION ANALYSIS ]]>
<![CDATA[Alimyaningtias, Wahyu Nur]]>;
<![CDATA[Zulkarnain, Riski]]>;
<![CDATA[Syaddam, Syaddam]]>;
<![CDATA[Gustina, Lisda Hani]]>;
<![CDATA[Limantoro, Gray Hansen]]>
<![CDATA[ Jurnal Data Mining dan Sistem Informasi Vol 5, No 1, Februari 2024 ]]>
Publisher : <![CDATA[Universitas Teknokrat Indonesia ]]>
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DOI: 10.33365/jdmsi.v5i1.4549
<![CDATA[School extracurriculars are non-formal learning within formal education as a forum for students to be able to express their knowledge and skills in a particular field. Immortal itself is one of the photography extracurriculars located at Vocational High School 3 Balikpapan and has been established since 2014. The Immortal extracurricular initially did not have a category for the best students, so, if it was required to categorize it, the method used would be less efficient. So, the GADA method is used to find the best students from the Immortal extracurricular. The GADA method will address problems associated with incomplete or uncertain information, which are often encountered in real-world situations. This research makes a significant contribution to the development of decision-making systems in the educational environment, especially in the management of extracurricular activities.]]>
<![CDATA[PERANCANGAN SISTEM INFORMASI PRESENSI KERJA KARYAWAN BERBASIS WEB (STUDY KASUS: PT DWI KARYA MAKMUR) ]]>
<![CDATA[Hidayat, Taufik]]>;
<![CDATA[Rusliyawati, Rusliyawati]]>;
<![CDATA[Damayanti, Damayanti]]>;
<![CDATA[Dalimunthe, Ernando]]>;
<![CDATA[Alita, Deby]]>;
<![CDATA[Ulum, Faruk]]>;
<![CDATA[Sulistiawati, Ari]]>;
<![CDATA[Yulianti, Tien]]>;
<![CDATA[Satria, M.Najib Dwi]]>;
<![CDATA[Wahyudi, Agung Deni]]>;
<![CDATA[Siregar, Muhammad Asgaff Aznan]]>;
<![CDATA[Neneng, Neneng]]>
<![CDATA[ Jurnal Data Mining dan Sistem Informasi Vol 5, No 1, Februari 2024 ]]>
Publisher : <![CDATA[Universitas Teknokrat Indonesia ]]>
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DOI: 10.33365/jdmsi.v5i1.4016
<![CDATA[PT Dwi Karya Makmur merupakan perusahaan yang bergerak dalam bidang penjualan jagung, perusahaan ini memiliki 20 karyawan tetap. Sistem absensi karyawan yang ada pada PT Dwi Karya Makmur masih dilakukan secara manual yaitu menandatangani lembar absensi. Berdasarkan proses yang berjalan terdapat kendala yaitu kurang akuratnya data dikarenakan terkadang karyawan mengabsenkan teman karyawannya dikarenakan masih dilakukan manual. Membuang waktu ± 25 menit dalam merekap laporan absensi dikarenakan harus melihat lembar absensi satu persatu. Pada penelitian bertujuan untuk membuat dan merancang sistem informasi absensi karyawan dimulai dari metode pengumpulan data (wawancara, pengamatan dan dokumentasi) menggunakan metode pengembangan prototype, pembuatan rancangan sistem menggunakan UML dengan model perancangan Usecase Diagram, Activity Diagram, Class Diagram. Hasil pengujian ISO 25010 yang telah dilakukan dengan melibatkan 3 responden bahwa kesimpulan kualitas kelayakan perangkat lunak yang dihasilkan memiliki presentase keberhasilan dengan total rata-rata 89.91%. Kata Kunci: Absensi, ISO 25010, Prototype, UML, Web]]>
