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Penerapan Data Mining Asosiasi pada Pola Transaksi dengan Metode Apriori Syahputri, Nita
J-SAKTI (Jurnal Sains Komputer dan Informatika) Vol 4, No 2 (2020): EDISI SEPTEMBER
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/j-sakti.v4i2.345

Abstract

Indonesian business is a promising thing, the competition that occurs in the business of business people is always trying to be strategic and breakthroughs that can ensure the continuity of what they do. The youngest business cafe / restaurant, especially among young people to adults. The development of the Café / Restaurant business in Indonesia is growing rapidly, this can be seen from the many cafes / restaurants that have emerged which provide attractive interior design venues and offer a comfortable and pleasant atmosphere to gather with family and friends. Many competitors in business, especially in cafes / restaurants, require developers to find strategies that can increase sales, one of which is the use of transaction data.Data Mining is the process of extracting information from data sets through the use of algorithms and techniques involving the fields of statistics, machine learning, and database management system. A priori algorithms are a type of association rule in data mining. In this study using secondary data. The results of calculations and analysis of consumer research using Data Mining with the Apriori Algorithm method, overall from the sales sample data obtained 52 association rules that meet support above 20% and 50% confidence. Based on the test results using Rapidminer, it can be rejected by that the product that consumers are more interested in is the minimum confidence above 50%.
PELATIHAN PEMBUATAN BROSUR BISNIS DAN FLYER PEMASARAN MENGGUNAKAN MICROSOFT WORD PADA SMK BUDI AGUNG Syahputri, Nita; Indriani , Ulfah; Syahputra, Andrian; Faris, Muhammad
INCIDENTAL : Journal Of Community Service and Empowerment Vol 1 No 02 (2022): INCIDENTAL : Journal Of Community Service and Empowerment
Publisher : Pusat Studi Ekonomi Publikasi Ilmiah dan Pengembangan SDM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62668/incidental.v1i02.469

Abstract

The purpose of community service activities is to implement the Tri Dharma of Higher Education and provide learning how to make business brochures and marketing flyers using Microsoft Word at Budi Agung Vocational School. Brochures and flyers are two of several methods that can be used in the marketing process. Both are designed and printed on paper and generally distributed to the general public as promotional media for certain products, services or campaigns. In marketing, good promotional media is needed in order to attract public interest. There are still many who think that Microsoft Word can only be used to type documents. In fact, the latest Microsoft Word update can be used for other things as well, one of which is to design business brochures and marketing flyers. Through training for Budi Agung Vocational High School students, it is hoped that they will be able to use Microsoft Word to make brochures and flyers as promotional and marketing media tools
Optimalisasi Perencanaan Pembelajaran Berbasis Digital Melalui Pelatihan Aplikasi Rapor Pendidikan Bagi Guru Lintas Jenjang Tahel, Fithry; Syahputri, Nita; Ginting, Erwin; Siregar, Elida Tuti
Journal of Community Research & Engagement Vol. 2 No. 1 (2025): July 2025
Publisher : LPPM STIE Ganesha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.60023/xtr7tm29

Abstract

Perencanaan pembelajaran yang efektif membutuhkan dukungan data yang akurat serta dengan kebutuhan belajar siswa. Aplikasi Rapor Pendidikan berbasis digital merupakan aplikasi yang memfasilitasi guru dalam menyusun rencana pembelajaran yang relevan, adaptif, dan berlandaskan pada capaian pembelajaran siswa. Kegiatan pengabdian masyarakat dilakukan dengan tujuan untuk melatih para guru mitra meningkatkan kemampuan perencanaan pembelajaran dengan memanfaatkan rekomendasi yang diberikan oleh aplikasi Rapor Pendidikan berbasis digital. Metode kegiatan dilaksanakan dengan menggunakan tiga tahapan, yakni pelatihan dalam bentuk workshop interaktif, demonstrasi dalam bentuk simulasi studi kasus, dan evaluasi berbasis proyek. Kegiatan dilakukan selama 3 hari. Peserta kegiatan adalah para guru lintas jenjang yang terdiri dari 10 orang guru SD, 15 orang guru SMP, dan 8 orang guru SMA. Data peningkatan kemampuan perencanaan pembelajaran guru dilakukan dengan memberikan angket sebelum dan setelah kegiatan dilaksanakan. Data lainnya juga dikumpulkan melalui wawancara kepada peserta setelah kegiatan dilaksanakan. Hasil pengumpulan data angket dianalisis secara deskriptif menggunakan skala likert. Hasil menunjukkan bahwa sebesar peningkatan kemampuan perencanaan pembelajaran sebelum dan setelah pemberian kegiatan pelatihan meningkat sebesar 75,54% (kategori peningkatan yang cukup tinggi). Hasil wawancara juga menunjukkan bahwa peserta antusias, aktif, dan terbantu dalam merancang perencanaan pembelajaran berbasis data. Berdasarkan hasil yang diperoleh maka diperlukan pendampingan lanjutan melalui komunitas belajar yang dilakukan per bulan untuk meningkatkan optimalisasi penggunaan aplikasi Rapor Pendidikan berbasis digital dalam memfasilitasi guru merencanakan kegiatan pembelajaran yang sesuai dengan kebutuhan siswa
Optimalisasi Penyaluran Bantuan Program Keluarga Harapan Menggunakan Metode Fuzzy SAW pada Sistem Pendukung Keputusan Syahputri, Nita; Tahel, Fithry; Siregar, Elida Tuti; Ginting, Erwin
Journal of Information System Research (JOSH) Vol 6 No 4 (2025): Juli 2025
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josh.v6i4.7524

Abstract

This study aims to design and implement a decision support system (DSS) used on the Fuzzy Simple Additive Weighting (Fuzzy SAW) method to improve the accuracy and objectivity of the selection process for recipients of the Family Hope Program (PKH) in Hamparan Perak Village. The system was developed to address the limitations of manual selection, which remains subjective and inefficient. The research involved several stages, including needs analysis, system design using Unified Modeling Language (UML), and testing through the black-box method. The system utilizes social criteria data such as housing conditions, number of dependents, and informal employment status, which are processed using a fuzzy approach to produce structured recommendations. The main innovation of this system lies in the integration of localized indicators and a mobile-based data update module, enabling real-time verification and validation in the field. The implementation results indicate that the system operates optimally and can be utilized by village officials with limited digital literacy. This research contributes to strengthening data-driven governance in social assistance distribution and has the potential to be replicated in other regions with similar socio-demographic characteristics.
ANALISIS PERANCANGAN SISTEM MONITORING PRAKTIK KERJA LAPANGAN SISWA SMK JURUSAN TEKNIK KOMPUTER DAN JARINGAN (TKJ) Syahputri, Nita; Andriani, Nova; Tahel, Fithry; Nurhayati, Nurhayati
JIMR : Journal Of International Multidisciplinary Research Vol 4 No 01 (2025): JIMR : Journal Of International Multidisciplinary Research
Publisher : Pusat Studi Ekonomi Publikasi Ilmiah dan Pengembangan SDM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62668/jimr.v4i01.1635

Abstract

Field Work Practice (PKL) is one of the most important activities in the Vocational High School (SMK) education curriculum, because this activity provides an opportunity for students to connect and apply the theoretical knowledge they gain in school to direct practice in the industrial world. This research aims to analyze the existing problems and design a web-based PKL monitoring system that is more efficient and can facilitate better interaction between schools, students, and industry supervisors. The system development method used in this research is the waterfall method, which consists of clear stages starting from analyzing system requirements, designing interfaces, coding, to testing and implementation stages. The results show that with this web-based street vendor monitoring system, efficiency in reporting and supervising street vendor activities can be significantly improved. This system also facilitates transparency in every stage of PKL implementation, making it easier for schools to evaluate and manage data related to students undergoing PKL.
SISTEM INFORMASI INDUKSI GURU PEMULA BERBASIS WEB: Studi Kasus Yayasan Al-Musabbihin Alfina, Ommi; Ummi, Khairul; Syahputri, Nita; Astuti, Ermayanti; Ikorasaki, Frans
Majalah Ilmiah METHODA Vol. 13 No. 2 (2023): Majalah Ilmiah METHODA
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/methoda.Vol13No2.pp169-174

Abstract

The Beginner Teacher Induction Program is an introductory activity at a particular school/foundation, the training covers all teaching and learning activities and an introduction to the structure of the organization that exists in that institution, both the school and the foundation. The concept of work/method of work of the induction teacher includes 3 actors, namely the novice teacher as the object, the accompanying teacher as the provider of material directions and assignments to the novice teacher, and the Educational Institution as the control/validation of the results of learning/introduction to novice teachers. This research was built by applying a web base with the use of online media. The results of this study are in the form of a web-based application that can be used as an information tool to prepare novice teachers to become professional teachers in carrying out the learning process and as a reference in getting to know organizational schemes in a related agency.
Optimalisasi Manajemen Pembelajaran Projek Berbasis STEAM-AI untuk Meningkatkan Kreativitas Guru SMP Syahputri, Nita; Sya'dian, Triadi; Suwanto, Fevi Rahmawati; Ramadhani, Rahmi; Lahilote, Abqoriy Hisan; Niami, Tamama Alvin
JPM: Jurnal Pengabdian Masyarakat Vol. 6 No. 2 (2025): October 2025
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/jpm.v6i2.2698

Abstract

Strengthening teachers’ capacity in managing project-based learning is an urgent need in 21st-century education, particularly in the context of integrating STEAM and artificial intelligence (AI). This community service program was implemented to address the challenges faced by teachers at SMP Negeri 14 Binjai, who continue to experience difficulties in managing project-based learning and have yet to fully optimize the integration of creativity and technology. The objective of this activity was to enhance teachers’ competence in designing and implementing innovative STEAM-AI-based learning through a participatory approach. The program’s partners were teachers of SMP Negeri 14 Binjai, organized under the Teacher Learning Community, with a total of 30 participants. The implementation method was carried out in three stages: preparation, which included needs assessment and module development; execution, which involved training, workshops, and classroom mentoring; and evaluation, which consisted of pre- and post-tests, assessment of lesson design products, and participant reflections. The results showed an improvement in teachers’ understanding of STEAM-AI concepts and project management skills, as reflected in increased test scores and higher-quality lesson designs, reaching 86.7%. Additionally, the program produced other outputs, including the development of a supporting application for implementing STEAM-AI-based project learning, namely the eSTEAM-AI application, and the establishment of a community of practice that serves as a sustainable platform for innovation in schools. Thus, this community service program successfully contributed to enhancing teacher professionalism while supporting the educational transformation in Binjai toward more creative, collaborative, and globally relevant learning.
PERANCANGAN PROSES PELELANGAN MENGGUNAKAN ANALISA PIECES DAN METODE SINGLE SIGN-ON (SSO) Syahputri, Nita
JTIK (Jurnal Teknik Informatika Kaputama) Vol. 2 No. 1 (2018): Volume 2, Nomor 1, Januari 2018
Publisher : STMIK KAPUTAMA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59697/jtik.v2i1.674

Abstract

Lelang merupakan proses membeli dan menjual barang atau jasa dengan cara menawarkan kepada penawar, menawarkan tawaran harga lebih tinggi, dan kemudian menjual barang kepada penawar harga tertinggi. Proses lelang saat ini masih menggunakan cara manual sehingga tidak adanya efesiensi dan efektifitas dalam segi waktu, biaya dan tenaga. Dengan adanya Pemodelan yang merupakan gambaran dari realita yang simpel dan dituangkan dalam bentuk pemetaan dengan aturan tertentu. Sehingga dapat mempermudah langkah berikutnya dari pengembangan sebuah sistem informasi sehingga lebih terencana. Perancangan proses pelelangan ini menggunakan analisa PIECES (Performance, Information, Economy, Control, Efficiency, Service) untuk mengidentifikasi, mengklasifikasi masalah dan menganalisa sistem pelelangan saat ini menggunakan metode Single sign-on (SSO) yang memungkinkan user untuk login sekali dan mendapatkan akses ke semua sistem. Pola ini memberikan akses tanpa batas ke beberapa aplikasi Web yang terletak dalam domain keamanan yang sama. Proses perancangan aplikasi pelelangan digambarkan melalui diagram-diagram pada UML. Dan setelah diuji dengan Black Box testing dan pengujian alpha beserta beta menghasilkan proses pelelangan yang lebih efisien disbanding sistem yang lama dikarenakan user dapat melakukan proses lelang dengan mudah dan aman.
PENERAPAN CERTAINTY FACTOR DALAM MENDIAGNOSA VETILIGO Syahputri, Nita; Adawiyah, Robiatul; Indriani, Ulfah; Saragih, Nidia Enjelita; Astuti, Ermayanti
Jurnal Multidisipliner Bharasumba Vol 3 No 01 (2024): Jurnal Multidisipliner Bharasumba
Publisher : Pusat Studi Ekonomi, Publikasi Ilmiah dan Pengembangan SDM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62668/bharasumba.v3i01.938

Abstract

Judul penelitian ini adalah Penerapan Certainty Factor dalam Mendiagnosa Vetiligo. Masalah dalam penelitian ini adalah bagaimana Penerapan Certainty Factor dalam Mendiagnosa Vetiligo. Tujuan penelitian adalah untuk mengetahui Penerapan Certainty Factor dalam Mendiagnosa Vetiligo. Kulit merupakan lapisan terluar tubuh manusia yang memiliki warna berbeda-beda. Warna kulit tubuh manusia dipengaruhi oleh pigmen. Jika kulit tubuh manusia mengalami perubahan warna menjadi bercak putih dan semakin lama semakin besar, maka  terdapat kemungkinan bahwa kulit tersebut mengalami kelainan pada pigmen. Gejala penyakit vitiligo sering diabaikan oleh penderitanya dikarenakan pemahaman tentang penyakit yang kurang dan biaya konsultasi dokter yang cenderung mahal. Dengan adanya perkembangan teknologi digital salah satunya dibidang komputerisasi dapat membantu sistem dalam mendiagnosa penyakit vitiligo. Pemanfaatan sistem pakar juga membutuhkan metode pakar yang baik agar hasil diagnosa yang diberikan lebih akurat. Hasil dari penelitian ini adalah penerapan certainty factor dalam mendiagnosa vetiligo yang dibangun menggunakan bahasa pemrograman, disisi server yaitu PHP sedangkan disisi client server yaitu HTML. Pada basis data menggunakan bahasa SQL dengan DBMS MYSQL. Permodelan sistem pakar ini menggunakan model Unified Modeling Language.
SISTEM PENUNJANG KEPUTUSAN MENENTUKAN TINGKAH LAKU SISWA TERBAIK BERBASIS MOBILE Siregar, Elida Tuti; Syahputri, Nita; Hardianto, Hardianto; Nurhayati, Nurhayati; Ultami, Eliza Yulistya
Jurnal Multidisipliner Bharasumba Vol 3 No 01 (2024): Jurnal Multidisipliner Bharasumba
Publisher : Pusat Studi Ekonomi, Publikasi Ilmiah dan Pengembangan SDM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62668/bharasumba.v3i01.941

Abstract

Penelitian ini berjudul Sistem Penujang Keputusan Menentukan Tingkah Laku SIswa Terbaikm Berbasis Mobile. Masalah dalam penelitian ini adalah bagaimana Sistem Penujang Keputusan Menentukan Tingkah Laku SIswa Terbaikm Berbasis Mobile. Tujuan penelitian ini adalah untuk mengetahui Sistem Penujang Keputusan Menentukan Tingkah Laku SIswa Terbaikm Berbasis Mobile. Metode penelitiannya dalam mengumpulkan data dengan studi literatur, Pengamatan dan Web Browsing. Alat analisisnya dengan menggunakan black box testing. Hasil penelitian menunjukan bahwa Tingkah laku merupakan suatu aktifitas yang timbul dari dalam diri seseorang melalui perbuatan yang diucapkan dari mulut, sikap kita saat berinteraksi dengan orang lain dalam kehidupan sehari-hari, sehingga terbentuklah tingkah laku yang positif ataupun yang negatif. Tingkah laku siswa yang sering berubah-ubah beriringan dengan perkembangan zaman menimbulkan kesulitan untuk seorang guru menilai seluruh tingkah laku siswa. Sehingga dibutuhkan sebuah sistem yang dapat membantu para guru dalam melakukan penilaian tingkah laku siswa dimana diera digitalisasi ini semua pengguna internet lebih dominan menggunakan smartphone, segingga di upayakan penilaian tingkah laku siswa menerapkan basis mobile dengan mengadopsi metode SAW dalam menenutukan tingkah laku siswa.