Jurnal Jaringan dan Teknologi Informasi (JATI) dikelola secara profesional dan diterbitkan oleh program studi teknik informatika universitas khairun dalam membantu para akademisi, peneliti dan praktisi untuk menyebarkan hasil penelitiannya Program studi teknik informatika merupakan salah satu program studi di universitas khairun dengan akreditasi B, olehnya itu jurnal ini hadir untuk menyediakan media publikasi di bidang teknik informatika Jurnal Jaringan dan Teknologi Informasi (JATI) Adalah sebuah jurnal yang didikasikan untuk publikasi hasil penelitian yang berkualitas dibidang teknologi dan informasi yang tersedia secara online. semua publikasi bersifat akses terbuka yang memungkinkan artikel tersedia secara bebas online tanpa berlanggaranan apapun. Jurnal Jaringan dan Teknologi Informasi (JATI) merupakan jurnal nasional yang didedikasikan untuk publikasi hasil penelitian berkualitas dalam bidang ilmu komputer dan teknologi namun tidak terbatas secara implisit serta bebas biaya dalam proses submisi. Jurnal Jaringan dan Teknologi Informasi (JATI) menerbitkan paper secara berkala 2 kali setahun yaitu bulan juni dan oktober
SISTEM INFORMASI PENGAJUAN CUTI PADA RUMAH SAKIT PRIMA TERNATE BERBASIS WEB
Di era digital ini, teknologi informasi menjadi kebutuhan penting untuk meningkatkan efisiensi dan efektivitas kerja, termasuk di sektor kesehatan. Rumah sakit sebagai fasilitas kesehatan harus mengelola sumber daya manusia secara profesional agar pelayanan tetap berkualitas. Rumah sakit prima merupakan fasilitas kesehatan strategis dengan layanan medis lengkap. Meskipun rumah sakit prima telah terakreditasi dan memiliki peran penting, proses pengajuan cutinya masih melalui whatsapp, surat fisik, dan komunikasi lisan. Sistem ini tidak terdokumentasi dengan baik dan bergantung pada ketelitian penyetuju cuti, sehingga rawan data hilang, miskomunikasi, dan keterlambatan. Untuk mengatasi masalah tersebut maka peneliti mengembangkan suatu sistem informasi pengajuan cuti menggunakan framework laravel dan database mysql. Pengguna sistem ini dibagi menjadi empat jenis user yaitu pegawai, kepala unit, HRD, dan direktur. Perancangan dan pengembangan sistem menggunakan unified modelling language (UML) dan metode prototype. Kemudian sistem diuji menggunakan metode blackbox dan user acceptance testing (UAT), hasil pengujian blackbox menujukkan seluruh fungsionalitas berjalan dengan baik sesuai skenario yang diinginkan dan hasil pengujian menggunakan UAT didapatkan hasil 91,40% yang mana hasil tersebut dikatakan sangat baik. Dengan adanya sistem informasi pengajuan cuti ini menjadikan alur proses pengajuan cuti di rumah sakit prima menjadi lebih mudah, efisien, transparan, dan terdokumentasi dengan baik.
Copyright (c) 2026 Jurnal Jaringan dan Teknologi Informasi https://creativecommons.org/licenses/by-nc-sa/4.0
SISTEM INFORMASI GEOGRAFIS PEMETAAN BAK PENAMPUNG AIR DI KOTA TERNATE
Perusahaan Daerah Air Minum (PDAM) mengemban tugas pokok melaksanakan pengelolaan dan pelayanan air bersih untuk meningkatkan kesejahteraan masyarakat. Air baku dari pada PDAM Kota Ternate yang berasal dari sumber air tidak semerta-merta dapat langsung digunakan untuk kebutuhan air bersih di dalam bangunan. PDAM umumnya menggunakan Instalasi Pengolahan Air (IPA) secara fisika dan kimiawi. Pada dasarnya, pengolahan air tersebut dibagi menjadi 3 bagian yaitu: Intake Building sebagai tempat pertama masuknya air dari sumber serta penyaringan, kemudian air akan dipompa ke water treatment plant untuk dilakukan instalasi utama pengolahan air bersih sebelum air dipompa atau dialirkan ke reservoir (Bak Penampungan Air) dan disalurkan ke rumah dan bangunan di Kota Ternate. Jumlah reservoir yang ada saat ini adalah 12 reservoir, dengan jumlah penyaluran wilayah sebanyak 14 wilayah terjangkau. Informasi mengenai pemetaan jaringan bak penampung air (reservoir) PDAM di Kota Ternate sangat diperlukan oleh masyarakat maupun pihak PDAM khususnya pada PDAM Kota Ternate untuk membantu dalam pendistribusian air bersih kepada masyarakat dan membantu mendapatkan informasi jaringan pipa dengan mudah dan cepat. Perancangan sistem informasi geografis ini menggunakan menggunakan metode protoype dan menggunakan library leaflet JS untuk digitasi peta dan frameworknya menggunakan Codeigniter sebagai pengolahan data ke dalam web. Hasil yang ditampilakan sistem berupa data pemetaan jaringan pipa, bak penampung, sumber air dan keterangan dapat ditampilkan dalam peta dan data tabulasi.
PENERAPAN ALGORITMA RANDOM FOREST UNTUK KLASIFIKASI PREDIKAT KELULUSAN MAHASISWA UNIVERSITAS KHAIRUN
Penelitian ini bertujuan untuk menerapkan algoritma Random Forest dalam mengklasifikasikan predikat kelulusan mahasiswa Universitas Khairun ke dalam tiga kategori, yaitu pujian, sangat memuaskan, dan memuaskan. Metode penelitian yang digunakan meliputi pengumpulan data kelulusan mahasiswa sebanyak 1.950 data yang diperoleh dari BAAKAPSI dan UPT TIK Universitas Khairun, tahap data preprocessing yang mencakup data cleaning dan data transformation serta implementasi algoritma Random Forest menggunakan bahasa pemrograman Python. Evaluasi kinerja model dilakukan menggunakan confusion matrix untuk mengukur nilai akurasi, precision, recall, dan F1-score. Hasil penelitian menunjukkan bahwa algoritma Random Forest mampumengklasifikasikan predikat kelulusan mahasiswa dengan sangat baik, dengan nilai akurasi sebesar 100%, precision 100%, recall 100%, dan F1-score 100%. Selain itu, hasil pengujian black box pada sistem aplikasi menunjukkan bahwa seluruh fitur utama berjalan dengan baik sesuai dengan kebutuhan pengguna. Dengan demikian, algoritma Random Forest terbukti efektif dan dapat digunakan sebagai solusi dalam mendukung pengambilan keputusan terkait predikat kelulusan mahasiswa di Universitas Khairun.
SISTEM INFORMASI WEDDING ORGANIZER DI KOTA TERNATE BERBASIS WEB
Pernikahan merupakan suatu ikatan yang sangat sakral di mana dua insan membuat janji nikah dengan maksud meresmikan ikatan pernikahan secara norma agama dan norma hukum. Seiring berkembangnya zaman, perayaan pernikahan yang sebelumnya sederhana kini menjadi modern dan mewah. Wedding Organizer merupakan jasa yang memberikan informasi dan solusi terkait acara pernikahan, mulai dari tata rias, dekorasi, hingga entertainment dan fotografi (Sihaloho, Bombongan, dan Putra, 2022). Namun terdapat masalah dimana proses pemesanan masih dilakukan secara manual dengan kunjungan langsung ke kantor. Adapun penyebaran informasi paket-paket Wedding Organizer melalui sosial media dan google maps kurang efektif, mengakibatkan kesulitan bagi calon pengantin dalam mencari informasi yang akurat. Sistem menggunakan metode prototype yang dimulai dari pengumpulan data-data berdasarkan kebutuhan pelanggan terhadap perangkat lunak yang dibuat agar sistem yang dibangun dapat sesuai dengan keinginan pengguna. Pembuatan Sistem Informasi Wedding Organizer di Kota Ternate Berbasis Web yang jenis output dari sistem ini yaitu memberikan kemudahan kepada calon pengantin untuk dengan mudah melihat paket pernikahan serta dapat melakukan pemesanan dan transaksi secara online di website dengan cepat.
IMPLEMENTASI ALGORITMA NAÏVE BAYES UNTUK KLASIFIKASI TINGGI GELOMBANG AIR LAUT
Gelombang laut merupakan fenomena alam yang memiliki dampak terhadap pelayaran atau aktivitas manusia di laut. Tinggi gelombang laut merupakan salah satu kriteria yang penting untuk diklasifikasi dalam menghadapi kondisi laut yang berbahaya.Tujuan penelitian ini adalah untuk mengimplementasikan algoritma naïve bayes dalam klasifikasi tinggi gelombang laut. Penelitian ini menggunakan data sekunder dari BMKG Sultan Babullah mulai dari januari 2019 sampai dengan desember 2022. Data tersebut terdiri dari variabel curah hujan, kecepatan angin, arah angin saat maksimum, kecepatan angin rata-rata dan arah angin. Data tersebut diproses dan dilakukan preprocessing untuk mempersiapkan data dengan menggunakan metode naïve bayes. Hasil dari penelitian ini menunjukkan bahwa algoritma naïve bayes dapat digunakan untuk klasifikasi tinggi gelombang laut dengan akurasi yang baik. Dalam pengujian, algoritma naïve bayes dengan hasil akurasi sebesar 65% dari total data latih 80% dan data uji 20%. Kemudian hasil dari pengujian menggunakan confusion matrix di peroleh hasil akurasi sebesar 58% dari total data uji 20%. Hasil ini menunjukkan bahwa algoritma naïve bayes dapat digunakan sebagai metode alternatif dalam mengklasifikasi tinggi gelombang laut.
M-LEARNING PENDIDIKAN KARAKTER UNTUK ANAK USIA DINI BERBASIS AUGMENTED REALITY
Penelitian ini membahas pengembangan Mobile Learning (M-Learning) berbasis Augmented Reality (AR) untuk pendidikan karakter anak usia dini. Tujuan utama penelitian adalah menciptakan pengalaman pembelajaran yang menarik dan efektif melalui interaksi dengan objek virtual dalam lingkungan nyata. Hasil penelitian menunjukkan bahwa M-Learning berbasis Augmented Reality dapat digunakan untuk mengembangkan program pendidikan karakter, fokus pada nilai-nilai moral dan etika yang penting bagi perkembangan anak usia dini. Meskipun penelitian ini berhasil mencapai tujuannya, beberapa keterbatasan diidentifikasi, termasuk ketersediaan perangkat dan infrastruktur. Tantangan teknis, seperti koneksi internet yang stabil, menjadi pertimbangan penting dalam penggunaan Augmented Reality 3D, serta manfaat dalam meningkatkan efektivitas pendidikan karakter, melibatkan anak secara aktif, dan meningkatkan hasil belajar mereka. Dengan mempertimbangkan tantangan dan manfaat, penelitian ini berkontribusi pada pengembangan pendekatan inovatif dalam pembelajaran karakter untuk anak-anak usia dini. Hasilnya diharapkan dapat membuka jalan untuk pendekatan pembelajaran yang lebih relevan dan dapat disesuaikan dengan kebutuhan dan minat individu anak, menciptakan dasar yang kokoh untuk generasi masa depan.
SISTEM INFORMASI PELAYANAN ADMINISTRASI KEPENDUDUKAN DI KELURAHAN KASTELA KECAMATAN PULAU TERNATE BERBASIS WEB
Kantor Kelurahan Kastela yaitu Kantor yang melakukan beberapa kegiatan untuk menyelenggarakan urusan kegiatan pemerintahan, seperti pemberdayaan dan pelayanan terhadap masyarakat. Pada Kantor Kelurahan Kastela, pelayanan administrasi kependudukan adalah hal yang penting dalam sebuah instansi pemerintahan kelurahan. Permasalahan yang terjadi salah satunya adalah pembuatan surat permohonan persyaratan administrasi kependudukan yang dalam pengerjaannya masih lambatnya manajemen pembuatan surat dan kurang baiknya pendataan dan informasi mengenai administrasi kependudukan sehingga berdampak pada pelayanan yang kurang maksimal terhadap pelayanan. Sistem informasi ini menggunakan metode pengembangan sistem prototype yang dimulai dari pengumpulan data-data dengan cara wawancara atau observasi berdasarkan kebutuhan sistem terhadap perangkat lunak yang dibuat agar sistem yang dibangun sesuai dengan keinginan pengguna.. Hasil penelitian sistem informasi pelayanan administrasi ini menunjukkan bahwa sistem informasi kependudukan telah memenuhi segi fungsional, dimana sistem yang dirancang dan dikembangkan sesuai dengan fungsi-fungsi yang berjalan dan sesuai yang diharapkan dan tidak adanya error yang terjadi di dalam sistem. Sehingga sistem informasi kependudukan berjalan dengan baik dan sesuai dengan kebutuhan yang diperlukan dalam mengelola data penduduk.
Copyright (c) 2025 Jurnal Jaringan dan Teknologi Informasi https://creativecommons.org/licenses/by-nc-sa/4.0
PERBANDINGAN METODE PREFERENCE RANKING ORGANIZATION METHOD FOR ENRICHMENT EVALUATION (PROMETHEE) DENGAN METODE ADDITIVE RATIO ASSESSMENT (ARAS) DALAM PENENTUAN PENERIMA BANTUAN SOSIAL TAHUNAN DI DINAS SOSIAL KOTA TIDORE KEPULAUAN
Dalam penentuan penerima PKH (Program Keluarga Harapan) pada Dinas Sosial Kota Tidore Kepulauan masih belum optimal masalah yang terjadi menghilangkan penilaian subjektif (lebih mengedepankan hubungan emosional). Dan untuk menangani masalah tersebut diperlukan sistem menggunakan perbandingan metode Preference Ranking Organization Method for Enrichment Evaluation (PROMETHEE) dengan Metode Additive Ratio Assessment (ARAS). Proses penilaian penerima bantuan Program Keluarga Harapan (PKH) menggunakan perbadingan metode PROMETHEE yaitu tahap pertama menentukan kriteria, dimana kriteria yang dipakai yaitu Kriteria Disabilitas Berat, Lanjut usia, Ibu hamil/nifas, anak usia dibawah 6 tahun/Balita, Anak SD, Anak SMP, Anak SMA. Kemudian dilakukan pemberian bobot penilaian untuk alternatif, selanjutnya lakukan perhitungan Promethee dimana terdapat 5 perhitungan yaitu menghitung indeks preferensi, indeks preferensi multikriteria, nilai leaving flow, nilai entering flow, dan nilai net flow. Dan aras yaitu tahap pertama menentukan kriteria, bobot, alternatif, dan nilai optimum. selanjutnya lakukan perhitungan aras yaitu Pembentukan DMM, Pernormalisasian matriks, Menetukan bobot matriks, Si dan Ki. Dengan 100 data untuk mendapatkan peringkat tertinggi pada metode aras. sehingga akurasi yang didapati pada set pertama adalah sebesar 100%, set kedua adalah 100%, set ketiga adalah 79,41%. Sedangkan pada metode PROMETHEE memiliki nilai akurasi paling rendah. Pada akurasi yang didapati set pertama adalah sebesar 54,54%, set kedua adalah 39,39%, set ketiga adalah 32,35%. Pada hasil perhitungan dari perbandingan metode PROMETHEE dan ARAS, dengan 3 set perhitungan terdapat akurasi tertinggi untuk ARAS, dapat dikatakan bahwa untuk ketiga set ini akurasi tertinggi terdapat pada metode ARAS, namun metode ini tidak efektif dalam pemilihan layak atau tidak layak seseorang mendapatkan KPM, hal ini dikarenakan hasil yang didapatkan sama dengan tidak menggunakan metode dalam penentuan penerima seperti pada umumnya.
ANALISIS SENTIMEN DOSEN PEMBIMBING DALAM MEREVISI SKRIPSI MAHASISWA PRODI INFORMATIKA MENGGUNAKAN METODE BERT
Sistem penilaian pembelajaran di perguruan tinggi untuk mengetahui indikator kinerja dosen. Namun dalam kenyataannya, proses bimbingan skripsi mahasiswa seringkali mengalami hambatan dengan dosen pembimbing. Analisis sentimen dilakukan pada komentar mahasiswa terhadap dosen pembimbing untuk mengklasifikasikan ke dalam tiga kategori sentimen yaitu positif, negatif, dan netral. Metode analisis menggunakan BERT memanfaatkan arsitektur transformer dengan pendekatan bidirectional, yaitu melihat konteks secara dua arah sehingga mampu memahami konteks yang lebih luas. Pelabelan data menggunakan GPT-3 dan manual oleh pakar bahasa. Data sebanyak 700 kalimat telah dilabeli dengan 330 kalimat positif, 351 kalimat netral, dan 19 kalimat negatif. Setelah pemrosesan data melalui case folding, filtering, dan tokenization, model BERT diaplikasikan menggunakan IndoBERT-Base. Pelatihan model dengan fine-tuning menggunakan hyperparameter batch size 32, learning rate 2e-5, epoch 10. Hasil dalam menggunakan BERT didapatkan nilai tertinggi untuk akurasi sebesar 84%, precision netral sebesar 87%, precision positif sebesar 81% dan precision negatif adalah 0. Untuk recall netral sebesar 87%, recall positif sebesar 93%,dan recall negatif adalah 0. Untuk f1-score netral sebesar 87%, f1-score positif sebesar 87% dan f1- score negatif adalah 0. Hasil ini merekomendasikan penggunaan BERT untuk analisis sentimen dengan data yang seimbang
SISTEM INFORMASI PELAYANAN PEMASANGAN ALAT KONTRASEPSI PADA DINAS PENGENDALIAN PENDUDUK DAN KELUARGA BERENCANA (DPPKB) KOTA TERNATE
Teknologi infomasi mempunyai peran penting dalam kehidupan manusia. Perkembangan teknologi terutama di bidang komputer telah memberikan kemudahan bagi manusia dalam menyelesaikan pekerjaannya sehingga dapat lebih efektif dan efisien. Komputer menjadi salah satu alat dalam membantu pekerjaan manusia. Bidang Pengendalian Penduduk dan Keluarga Berencana mempunyai tugas menyiapkan perumusan kebijakan teknis dan operasional, pembinaan, fasilitasi, advokasi dan sosialisasi pelaksanaan pengendalian penduduk, keluarga sejahtera dan keluarga berencana. Berdasarkan hasil penelitian yang telah dilakukan perancangan Sistem Informasi Pelayanan Pemasangan Alat Kontrasepsi pada Dinas Pengendalian Penduduk dan Keluarga Berencana (DPPKB) Kota Ternate dapat dilakukan dengan mengunakan bahasa pemrograman PHP. Pembuatan sistem infromasi mengunakan metode prototype sebagai metode pengembenganya. Dengan menggunakan penerapan metode prototype dalam pembuatan sistem informasi pemasangan alat kontrasepsi pada Dinas Pengendalian Penduduk dan Keluarga Berencana (DPPKB) Kota Ternate pada Dinas Pengendalian Penduduk dan Keluarga Berencana (DPPKB) Kota Ternate menghasilkan perancangan secara cepat dan memberikan kepuasan secara lebih kepada pengguna karena pengembangan sistem ini sesuai dengan kebutuhan yang di inginkan pengguna.
ANALISIS KEPUASAN PENGGUNA WEBSITE SMK MISBAHUL AULAD LABUHA BERDASARKAN METODE WEBQUAL 4.0
Teknologi informasi merupakan faktor penting dalam kemajuan segala bidang, tak terkecuali bidang pendidikan. SMK Misbahul Aulad Labuha adalah salah satu pendidikan dengan jenjang SMK di Amasing Kota Utara, Kec. Bacan, Kab. Halmahera Selatan, Maluku Utara. Di SMK Misbahul Aulad Labuha telah memiliki website mereka namun, berdasarkan hasil wawancara yang dilakukan terdapat 1 (satu) point penting yaitu website belum pernah diukur kualitasnya melalui pendekatan dan metode terstruktur. Mengingat akan pentingnya website ini agar berjalan dengan baik, optimal serta belum perna dilakukan evaluasi dan belum pernah diukur kualitasnya terhadapa kepuasan siswa. Webqual 4.0 sebagai alat analisis website, suatu website secara detail dan menyeluruh akan mendapat perhatian khusus, sehingga kekuatan dan kelemahan website dapat diketahui untuk nantinya dijadikan acuan bagi kemajuan organisasi selanjutnya. Tujuan dari penelitian ini adalah untuk mengetahui kelebihan dan kekurangan pada website SMK Misbahul Aulad Labuha dengan presepsi pengguna akhir menggunakan metode Webqual 4.0. Dari hasil analisis website menggunakan metode webqual 4.0 kualitas website masih belum memuaskan harapan dari pengguna. dimana semua variabel yang ada di 3 area penelitian dimensi metode webqual 4.0 memiliki nilai kesenjangan (GAP) tidak lebih dari nilai 1, dimana nilai gap yang tertinggi ada pada variabel Y dari dimensi information quality yang mendapatkan nilai kesenjangan -0,12.
SMK Misbahula Aulad Labuha, Webqual 4.0.
PERBANDINGAN METODE DEMPSTER SHAFER DAN NAIVE BAYES UNTUK MENDIAGNOSA PENYAKIT SAPI BERBASIS WEBSITE
Kesehatan ternak sapi menjadi faktor utama untuk dapat menghasilkan daging dengan kualitas yang baik. Peternak sapi diharapkan dapat mengetahui informasi mengenai ternak sapi, seperti penyakit yang menyerang disertai gejalanya. Sehingga dibutuhkan sebuah sistem pakar. Sistem pakar adalah sistem yang berusaha mengadopsi pengetahuan manusia ke komputer. Dalam penerapan sistem pakar yang digunakan untuk mendiagnosa penyakit sapi dengan membandingkan 2 metode diantaranya Dempster Shafer dan Naive Bayes yang digunakan untuk mengukur tingkat keyakinan pakar dan tingkat probabilitas terhadap penyakit Sapi sehingga dapat diketahui metode yang tepat dalam melakukan pendiagnosaan. Hasil perbandingan metode naïve bayes dan dempster shafer dengan menggunakan 35 dataset mendapatkan dua akurasi yang berbeda dari 2 algoritma dengan pengujian sistem dan pakar. terdapat nilai akurasi naïve bayes dari 31 data benar dan 4 data salah dengan presentase akurasi sebesar 88,57%, sedangkan nilai akurasi dempster shafer dari 25 data benar dan 10 data salah dengan presentase akurasi sebesar 71,43%,bisa dikatakan algoritma naïve bayes memiliki nilai akurasi lebih tinggi di bandingkan dengan algoritma dempster shafer.
WEB-BASED HOSPITAL MANAGEMENT INFORMATION SYSTEM (HMIS) OF SOFIFI GENERAL HOSPITAL
Hospital Management Information System (HMIS) is a computer-based system designed to support the operational and managerial functions of hospitals in an integrated and efficient manner. This study was conducted at Sofifi Regional General Hospital, which faces several issues in the implementation of HMIS, such as data duplication, non-functional features, and a lack of system monitoring and evaluation. The aim of this study is to evaluate user satisfaction with the benefits of HMIS and to analyze the impact of service quality on system usage. The study adopts a prototyping approach to redevelop a web-based HMIS in order to improve service efficiency and facilitate the management of patient data, medications, and other medical services. Data collection was carried out through surveys and interviews with system users. The evaluation results show that the proposed system is capable of improving service quality and increasing user satisfaction. With the implementation of a web- based HMIS, hospital management processes become faster, more accurate, and more integrated.
WEB-BASED DESIGN OF AN INFORMATION SYSTEM AIDED BY NGOS (COMMUNITY SELF-ADVANCED INSTITUTIONS) TOMALOU VILLAGE CARRIAGE
The NGO (Non-Governmental Organization) Gerbong Desa is a community organization that was formed with the basic aim of being a means of community empowerment. The Gerbong Desa NGO also has the aim of creating employment opportunities to reduce the unemployment rate in Tidore Islands City. Increasingly, more and more people are registering to join, of course with the increasing size of this NGO organization, innovation is needed for the NGO itself, both innovation in terms of providing comprehensive information to members of the organization or the general public Tomalou and others, but the information that It takes time for information to reach members of the organization or community, not to mention that there are members/community members who are not in the sub-district at the time the information is delivered. The creation of a web-based NGO information system is of course to make it easier for NGOs and the public to provide information or obtain information that the public does not know, such as information on work program planning, publication of work documentation, and information related to the NGO itself. Making. This system was built using the PHP programming language, the database uses MySQL and a framework for a much more attractive appearance, as well as a user interface that is easily accepted by later users. Based on the test results carried out using black box testing, the system as a whole can run smoothly in accordance with the design madet.
DECISION SUPPORT SYSTEM FOR SELECTION OF HEAD OF ACHIEVEMENT STUDY PROGRAM USING THE PROMETHEE METHOD
The Chair of the study program as an element in college management to realize the vision, mission, and objectives of the study program relevant to the vision, mission, and objectives of the Institute as a whole. The award system is one of the important elements and as an element of motivators towards the best performance and plays a role in growing academic atmosphere, which can ultimately accelerate the development of the present and future scientific society as expected. The granting system can present the Chairman of Studies program to be more accomplished and productive, so that the goal of developing the educational system and building on the uum can be achieved optimally. The award is done at a regular basis by menristekdikti each tununun. Determine the Chair of Achievement Studies Program using a fluency support system (SPK). SPK is disbanded with several stages in the beginning of the system design, building system with the PROMETHEE method in the SPK. Implementation and testing of the system, and analysis system that has been built. Decision support systems can be used to facilitate and assist in determining the Course Chair of Overachievers.
SISTEM INFORMASI PROMOSI SEPEDA MOTOR BERBASIS WEB (Studi Kasus Dealer Yamaha Bastiong)
Internet technology has a very big effect on commerce or business. In developing current sales and promotions, PT. Sarana Niaga Megahkerta, Bastiong Ternate branch generally still uses printed media (brochures) with promoter services, so the development of business processes is considered less effective, especially in providing sales information to the dealer. To make it easier for prospective buyers to be able to see the products offered on a computer screen, access the information, so that prospective buyers get the benefits of time and cost savings, this research is to design a-based motorcycle promotion information system web at the Bastiong Ternate branch Yamaha dealer. The system development method used in this study is a method regarding motorcycle products. In testing using this black box, it shows the prototype and system testing using themethod. Black box The results obtained from this study are that the system can make it easier for users or prospective buyers to get information that the system is running well, all software functions have been running properly as needed.
ANALYSIS OF FACTORS ON THE USE OF FACEBOOK INTERNET ADVERTISING (ADS) IN MSMEs IN THE CITY OF TERNATE USING THE TECHNOLOGY ACCEPTANCE MODEL METHOD
Micro, Small and Medium Enterprises (MSMEs) in an effort to promote or advertise their processed products or products. MSME actors who make efforts to promote and market their products through socialmedia using internet advertising features. However, it is considered not optimal, so the authors see this as a problem that will later be faced by MSME actors in the city of Ternate. So the researchers conducted a study entitled Analysis of Factors - Factors of Use of Internet Advertising (ADS) on Facebook, on MSMEs in Ternate City using the Technology Acceptance Model (TAM) method. TAM is a model developed by Davis (1986) to explain the acceptance of technology that will be used by technology users. In formulating TAM, Davis uses Theory of Reasoned Action (TRA) as a basis for upholding his theory. Based on perceived usefulness, it has a significant value of 0.000 smaller in the coefficient table with a value (significant degree) of 0.05 meaning 0.000 > 0.05, so from this Ho1 is rejected and Ha1 is accepted, which means that the influence of perceived usefulness has a significant effect on behavioral interest. That what is obtained is a variable consisting of Perceived Usefulness (PU), Attitude Usefulness (ATU), Perceived Ease of Use (PEOU), Subjective Norm (SN), SelfEfficacy (SE) it can be concluded that it has a significant effect on behavioral interest variable Behavioral Intention to Use (BIU) which means accepted because it meets the basis for decision making.
IMPLEMENTATION OF BINARY SEARCH ALGORITHM IN WEBSITE-BASED GALELA LANGUAGE DICTIONARY APPLICATION
Indonesia is one of the largest archipelagic countries with the sixth largest number of islands in the world. Indonesia as one of the countries that has the most and largest treasures of regional languages in the world. In North Maluku Province, there are 19 regional languages used by the community, one of which is Galela. Galela language is spoken by most of the people of North Halmahera, which stretches from Wari village to Jere village. However, the development of Galela language is now starting to decline, due to the lack of use of Galela language in everyday life, especially among easy children, And the very minimal role of parents in passing on the use of Galela language to the next generation. Therefore, a problem was raised, how to implement the binary search algorithm in a website-based Galela dictionary application. The purpose of this study was to find out how to implement the binary search method in a website-based Galela dictionary application. The word data used in the study amounted to 832 vocabulary. Based on the results of research that has been tested using black box testing, the implementation of the binary search algorithm into the website-based Galela dictionary application is going well in doing word searches. The application of binary search algorithms in website-based Galela language dictionaries is an effective method because this method can perform word searches quickly and efficiently.
DECISION SUPPORT SYSTEM FOR DETERMINING THESIS SUPERVISORS AND EXAMINERS USING THE MULTIFACTOR EVALUATION PROCESS (MFEP) METHOD (CASE STUDY: UNKHAIR MATHEMATICS STUDY PROGRAM)
In the Mathematics Study Program of Khairun University, the determination of supervisors and examiners is appointed directly by the Study Program Coordinator, meaning that direct appointment can make decisions less appropriate and not optimal. Because it does not fully meet the criteria as a supervisor and examiner in accordance with the student's title. To solve these problems, appropriate solutions are needed, taking into account the specifications of lecturers in accordance with the criteria of prospective supervisors and examiners using a decision support system. The decision-making method used in this study is the Multifactor Evaluation Processes (MFEP) method. The MFEP method was chosen because it is able to choose the best alternative from a number of alternatives by using the Weighting System in decision making. The system created can produce recommendations for supervisors and thesis examiners based on the ranking carried out, where some alternatives that have the highest value from all alternatives sorted will become supervisors and thesis examiners.
Copyright (c) 2024 Jurnal Jaringan dan Teknologi Informasi https://creativecommons.org/licenses/by-nc-sa/4.0
WEB-BASED WEDDING ORGANISER INFORMATION SYSTEM IN TERNATE CITY
Marriage is a sacred bond where two individuals make vows to formalize their marriage according to religious and legal norms. With the evolution of time, wedding celebrations, once simple, have become modern and luxurious. Wedding Organizers provide services that offer information and solutions for wedding events, including makeup, decoration, entertainment, and photography (Sihaloho, Bombongan, & Putra, 2022). However, there is an issue where the booking process is still done manually through direct visits to the office. The dissemination of Wedding Organizer package information via social media and Google Maps is not very effective, resulting in difficulties for prospective brides and grooms in finding accurate information. The system utilizes a prototype method starting from the collection of data based on customer needs for the software to be created, ensuring that the system built aligns with user preferences. The development of a Web-based Wedding Organizer Information System in Ternate City aims to provide convenience for prospective brides and grooms to easily view wedding packages and make online bookings and transactions swiftly on the website.
SISTEM PAKAR DIAGNOSA PENYAKIT CACING PADA KUCING BERBASIS WEB DENGAN MENGGUNAKAN METODE FORWARD CHAINING
An expert system is a computer-based system that uses knowledge, facts, and reasoning techniques in solving problems that can usually only be solved by experts in a particular field. The advantages of expert systems include allowing ordinary people to do the work of experts (experts). Cats are one of the popular animals among people of all walks of life and ages, because seeing their cute physical shape and adorable behavior is one of the reasons why many people like this one pet. But not a few animal owners who do not know how to properly care for their pets, so that pets are easily attacked by diseases. Worm disease in cats is a disorder in cats caused by micro-organisms (mine worms, ring worms and tape worms). The spread of worm disease in cats is usually through the outdoors, and environmental factors may hunt rodents and become infected by worm larvae that live in animal tissues, often cat owners feel confused about the disease suffered by their pets so they need the help of an expert who understands about cat disease. In the expert system on worm disease in cats there is a knowledge table, which from this knowledge table can produce tracking of symptoms that can produce worm diseases in cats, where R1 = IF (G1) Decreased appetite AND, (G2 ) Dull cat hair AND (G3) stones due to migration of larvae through the lungs, AND (G4) distended stomach, AND (G5) Fever AND (G6) Vomit (Vomiting), THEN Roundworms (P1), and R2 = IF ( G7) Bloody stools, AND (G8) Weakness and weakness due to anemia, AND (G9) nausea AND (G10) Always hungry, AND (G11) Weight loss, AND (G12) Weakness THEN Hookworms (P2), and finally present R3 = IF (G13) Diarrhea or loose stools, AND (G14) Shortness of breath, AND (G15) Problems with absorption of food nutrients, AND (G16) Worms seen in feces, AND (G17 Increased desire for salty food so the cat is always thin, THEN Tapeworm (P3).
SISTEM PAKAR DETEKSI DINI PENYAKIT HERPES ZOSTER DENGAN MENGGUNAKAN METODE BREADTH FIRST SEARCH (BFS) PADA PUSKESMAS KALUMPANG TERNATE BERBASIS WEB
Herpes zoster disease or what we often know as shingles is an acute and localized inflammation of the skin, especially in the elderly, which is typically characterized by unilateral radicular pain (lumbar pain) and the appearance of vesicular lesions (injury) that are limited to the dermatome (area of ​​the spine). the skin) which are innervated by spinal nerve fibers (spine) and ganglion (tissue that connects muscles to bones) sensory nerve fibers (cells or organs) from the cranial nerves (nervous system). Usually characterized by the appearance of red bubbles such as small blisters that cluster on the surface of the skin and are watery and accompanied by itching and burning. Breadth first search (BFS) is an algorithm that performs a broad search that visits nodes on a preorder basis, namely visiting a vertex then visits all the vertices that are adjacent to that vertex first. Furthermore, the nodes that have not been visited and are neighbors to the previously visited nodes, and so on. The results of this study indicate that the Breadth First Search (BFS) method can predict disease. Whether it's mild Herpes Zoster, moderate Herpes Zoster, and severe Herpes Zoster, by utilizing tracking with a decision tree every symptom and Herpes Zoster disease is asked. In the design shows every condition added to the system will be processed. If all conditions have been met or all rules have been executed based on the queue then the session ends.
APPLICATION OF K-NEAREST NEIGHBOR ALGORITHM IN RECOMMENDING STUDENTS' SPECIALIZATIONS (CASE STUDY: CIVIL ENGINEERING PROGRAM AT KHAIRUN UNIVERSITY)
The specialization of students in a particular field of study significantly impacts their academic journey and the selection of their final projects. A deep understanding and recognition of these specializations are crucial factors in determining the academic success and graduation of students, particularly within the context of their chosen areas of focus. The objective of this research is to apply the k-nearest neighbor algorithm in recommending student specializations in the Civil Engineering Program at Khairun University. This study assists students by providing recommendations for specializations based on individual criteria and academic performance. Testing is conducted by comparing the verified specialization outcomes of students with the results generated by the system. The findings of this research produce a recommendation system for student specializations in the Civil Engineering Program at Khairun University, using the k-nearest neighbor algorithm. Testing with a sample of 20 students who already have specializations reveals that accuracy varies depending on the value of K used. For K=3, an accuracy rate of 50% is obtained, while for K=7, an accuracy rate of 55% is observed, and for K=10, an accuracy rate of 40% is achieved. The lower accuracy is primarily attributed to data imbalance rather than errors in the algorithm.
COMPARISON OF ADDITIVE RATIO ASSESSMENT METHODS (GRADE) AND EVALUATION BASED ON DISTANCE FROM AVERAGE SOLUTION (EDAS) IN CHOOSING A DELIVERY SERVICE COMPANY IN TERNATE CITY
ARAS and EDAS are two multi-criteria methods and are included in the MCDM method. The aim of this research is to build a decision support system using the ARAS and EDAS methods in order to compare the sensitivity of the ARAS method and the EDAS method. The tests carried out in chapter IV produced the highest to lowest preference values from the ARAS and EDAS methods. In the ranking results, the ARAS method has the highest alternative value of the 6 alternatives, namely 0.331 and the lowest is 0.184. The EDAS method has the highest value of the 6 alternatives, namely 0.643 and the lowest is 0.211. In sensitivity testing, the method shows that EDAS tends to be more sensitive than the ARAS method. This is because in the first stage of sensitivity testing, the ARAS method has a value of 0.331 and the TOPSIS method has a value of 0.643. stage 2 of the ARAS method has a value of 0.184 and the EDAS method has a value of 0.211 in stage 3 of the ARAS method has a value of 0.257 and the EDAS method has a value of 0.427. From the third stage of testing it can be concluded that the better method is the ARAS method because the ARAS method is not very sensitive to changes in preference values compared to the EDAS method which is more sensitive to changes in preference values.
COMPARATIVE ANALYSIS OF NEURAL NETWORKS AND NAÏVE BAYES METHODS FOR CREDIT APPROVAL CLASSIFICATION (CASE STUDY: PT. ADIRA FINANCE TERNATE CITY)
Credit is one of the shortcuts sometimes taken by people to fulfill their needs, but it carries significant risks for companies, such as defaulting credit customers. Data mining classification was chosen to help provide a solution to this problem. In this research, classification using the Neural Network and Naïve Bayes algorithm models was employed and compared to determine which algorithm model had the best accuracy in classifying the credit status of customers using the Python programming language. The evaluation was then conducted using a confusion matrix. The results of the Neural Network algorithm, after testing with the confusion matrix, showed the highest accuracy value at 85.0%, while the Naïve Bayes algorithm, after testing with the confusion matrix, showed the highest accuracy value at 84.7%. Based on these results, it can be concluded that the Neural Network performs slightly better in classifying credit customer data compared to Naïve Bayes.
Copyright (c) 2023 Jurnal Jaringan dan Teknologi Informasi https://creativecommons.org/licenses/by-nc-sa/4.0
DECISION SUPPORT SYSTEM FOR THE FEASIBILITY OF BUILDING A BUILDING AT THE ONE-STOP INVESTMENT AND INTEGRATED SERVICE OFFICE USING THE MULTI OBJECTIVE OPTIMIZATION ON THE BASIS OF RATIO ANALYSIS (MOORA) METHOD.
The selection of the feasibility of building a building permit is one of the tasks of the Ternate City Investment and One Stop Integrated Service. In building feasibility selection is still done manually by going down a location survey assessing the criteria needed one by one for each proposal without a method that can provide an assessment priority with various criteria including type of building, foundation, building level, building area and walls, there are many criteria for proposals that are submitted to DPMPTSP. Decision Support System (SPK) is needed to facilitate the Investment and One Stop Integrated Service. The system that was built was web-based, in this research it was carried out through literature reviews and direct interviews with DMPTSP employees. The model used is the method of Multy Objective Optimization On The Basis Of Ratio Analysis. The results of the Multy Objective Optimization Method On The Basis Of Ratio Analysis are considered to have a good level of selectivity in determining an alternative, easy to understand and flexible in separating objects to the evaluation process of the decision weight criteria.
Multy Objective Optimization On The Basis Of Ratio Analysis
BANDWIDTH MANAGEMENT ANALYSIS HIERARCHICAL TOKEN BUCKET (HTB) USE OF VIDEO CONFERENCE AND SOCIAL MEDIA
The online system, of course, is nothing new at this time, a system that requires good software, hardware, and network. Not to mention that in 2020 all countries are facing an epidemic (Covid-19) so that human activities must switch to online methods, Campus III Unkhair Informatics Study Program chooses to learn online. With the implementation of online bandwidth management, bandwidth management is needed so that access that is often used can be prioritized and other accesses do not interfere with prioritized access traffic, but still get optimal bandwidth, because even though there are no face-to-face learning activities, it is not uncommon for students who do not have internet quota. come to campus to take advantage of Wi-Fi. This study uses the HTB bandwidth management method for traffic distribution and prioritization. Data retrieval is carried out from 11:00 to 12:00, for 2 days, the first day for retrieval of previous system data and the second day of retrieval of system data using the HTB method using a wireshark application that records traffic data in real time, the data will be analyzed and adjusted to the TIPON standard QOS index. The test results for the previous system, the network quality index for troughput index 4, loss index 4 and delay index 4, while the system using HTB, the network quality index according to TIPON standards for troughput index 3, loss index 4 and delay index 4.
DESIGN AND DEVELOPMENT OF WEB-BASED E-LEARNING INFORMATION SYSTEM AT MADRASAH ALIYA AT-TAQWA BUSUA
Madrasah ALIYA At-Taqwa Busua is one of the educational units with MTs level in Busua, Kec. West Kayoa, Kab. South Halmahera, North Maluku. In carrying out its activities, Mtss At-Taqwa Busua is under the auspices of the Ministry of Religion. currently still using the face-to-face learning method, where students meet with the teacher in the classroom for the continuity of teaching and learning activities. And if the teacher cannot be present to teach, then the class is forced to be abolished or just giving assignments without direct control from the teacher concerned. On the other hand, if a student is unable to attend, the student cannot follow and get learning as usual in the classroom. Therefore, the school requires an E-Learning information system based on a website or electronic learning that can be accessed anytime and anywhere so that it can support the teaching and learning process even though it cannot meet face to face, though, by making it easier to deliver material or knowledge to students. accordance with direction and supervision.
THE DESIGN OF INFORMATION SYSTEM FOR ACADEMIC COUNSELING ON INFORMATICS ENGINEERING PROGRAMS UNKHAIR WEB-BASED
The problem with academic guidance in unkhair informatics engineering that currently occurs is that lecturers don’t keep the history of students who have been supervised by each PA (academic counselors). However, students only come for consultations with academic supervisors, and notes are only given to students. Sometimes there are students who are guided by PA lecturers that are not controlled, causing the process of academic advising in the Informatics Engineering study program to be less well controlled. The web-based design of the Academic Guidance Information System for Informatics Engineering Study Program of Unkhair can make it easier for lecturers and students to carry out the online academic guidance process and can be well controlled by PA lecturers and study program heads. so, students no longer need to go to campus to get academic guidance and the guidance reports are more organized and easy to get when it needed. The system was created using a prototype development method which consists of the stages of analyzing the needs of making an academic guidance system, academic guidance system design, the modeling's illustrated using UML diagrams, and Blackbox as a system test. There are several tests using blackbox including user login testing, managing student's data, managing lecturer data, managing academic counselors data, guidance, managing guidance report data, student lists and managing user data, the test used by testing each process and possible errors which occurs in every process. The results of this study indicate the accuracy in the online guidance process where the guidance result data is well organized in the system and stored in the database.
ONLINE LIBRARY INFORMATION SYSTEM AT SMP NEGERI 6 TERNATE CITY WEB BASED
School libraries are the heart of education. Every school that wants quality education always develops a library. The presence of a library in every educational unit, including school education, is a must. A library also requires a system to collect data, process data, store data, review data and convey good information, one of which is having high data accuracy. To meet these needs, efforts that must be made by libraries are the use of information technology such as computers and other library information system applications in addition to increasing human resources and improving systems. For these reasons, researchers built a web-based library information system. This research uses a prototype system development method. The system trial uses the black box testing method which is carried out at the system implementation stage and is running according to the design, where each menu in the system can be accessed and used according to the function of each menu. The result of this research is that a library information system has been successfully created so that it can help the school and also make it easier for students in the process of borrowing and returning books.