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Penerapan data mining dalam analisa profil mahasiswa menggunakan metode support vector machines (SVM) Luki Hernando; Vitri Aprilla Handayani; Deosa Putra Caniago; Nadia Widari Nasution
Computer Science and Information Technology Vol 4 No 2 (2023): Jurnal Computer Science and Information Technology (CoSciTech)
Publisher : Universitas Muhammadiyah Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37859/coscitech.v4i2.5107

Abstract

decision making. The Support Vector Machine algorithm is a method in supervised learning which is usually used for classifications such as Support Vector Classification and support Vector Regression regression. In this study the SVM algorithm was used in the classification of student data profiles at the Batam Institute of Technology, which can be used as material for consideration in determining and considering decisions to make an effective destination strategy promotion.
PEMANFAATAN SISTEM INFORMASI GEOGRAFI DALAM PENGEMBANGAN PARIWISATA BAHARI DI BATAM, KEPULAUAN RIAU Nasution, Nadia Widari; I Made Sondra Wijaya; Zainul Munir; Fiqri Ardi Azhari
JURNAL SITEBA Vol. 2 No. 2 (2023): Jurnal Sistem Informasi ITEBA
Publisher : LPPM-ITEBA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62375/siteba.v2i2.208

Abstract

Marine tourism in Batam, Riau Islands has great potential to be developed by utilizing Geographic Information Systems (GIS). This research aims to investigate the use of GIS in developing marine tourism in Batam, Riau Islands, by applying the System Development Life Cycle (SDLC) methodology. The SDLC methodology is used as a framework for developing and utilizing GIS that can improve the management and promotion of marine tourism in Batam. The SDLC stages include requirements analysis, design, implementation, verification and system maintenance. The results of this research show that the use of GIS with the SDLC approach can help improve the management and promotion of marine tourism in Batam. GIS applications enable users to obtain accurate and timely information about marine tourism attractions, assist in travel planning, and improve tourist experiences. By combining information technology and geographic data, marine tourism in Batam can continue to develop and become a major attraction for local and foreign tourists. Implementing the use of GIS with the SDLC methodology is a wise step to advance the marine tourism sector in Batam and the Riau Islands as a whole. Keywords: Marine tourism, GIS, SDLC, Batam.
ANALISIS STRATEGI KOMUNIKASI PEMASARAN DI BEVERLY HOTEL BATAM Kurnia, Okki; Tcan, Erwina; Nasution, Nadia widari; Cherryline Simatupang, Violetta; Budiartha, I Nyoman
JURNAL MEKAR Vol. 3 No. 1 (2024): APRIL 2024
Publisher : Puslitabmas Batam Tourism Polytecnic

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59193/jmr.v3i1.286

Abstract

The purpose of marketing communications is to inform, persuade and remind. However, some of the communications delivered were not in accordance with the intended purpose, causing problems. The purpose of this study was to find out how the marketing communication carried out by Beverly Hotel Batam. This research is based on Hermawan's theory of marketing communication with 5 indicators (promotion, advertising, personal selling, public relations, direct marketing). This research was conducted using qualitative research methods. Data collection techniques were carried out through observation, literature study, and interviews with hotel general managers, senior sales and marketing, and front office manager. The data analysis technique used is data reduction, data presentation and conclusion drawing. The results of the analysis show that the application of marketing communications at Beverly Hotel Batam is quite good in terms of indicators (promotion, advertising, personal selling, public relations, direct marketing). Based on the results of the analysis, it is expected that Beverly Hotel Batam can improve its human resources and consider conducting training for the front office and sales and marketing departments.
PENGARUH FASILITAS TERHADAP KEPUASAN PENGUNJUNG DI ECO EDU PARK PANBIL NATURE RESERVE BATAM Regina Ekaristi Malau; Okki Kurnia; Devid Trinaldo Simatupang; Nadia Widari Nasution
Journal of Innovation Research and Knowledge Vol. 4 No. 11: April 2025
Publisher : Bajang Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Batam menjadi salah satu destinasi Negara Indonesia yang terdapat banyak keindahan alamnya. Keindahan alam diindonesia sendiri tersebar luas diseluruh kepulauan. Penelitian ini bertujuan untuk mengetahui kualitas dari fasilitas yang ada di Eco Edu Park Panbil Nature Reserve Batam terhadap kepuasan pengunjung, kepuasan pengunjung di Eco Edu Park Panbil Nature Reserve Batam, dan pengaruh fasilitas terhadap kepuasan pengunjung di Eco Edu Park Panbil Nature Reserve Batam. Penelitian ini menggunakan metode kuantitatif, di mana peneliti mengandalkan survey, observasi, dan analisis data sekunder. Metode kuantitatif deskriptif. Berdasarkan hasil uji t diperoleh nilai t hitung 6,110 > t tabel 1,676 sehingga bisa disimpulkan bahwa Hal diterima yang berarti terdapat pengaruh antara antara variabel fasilitas X secara signifikan terhadap variabel kepuasan pengunjung Y. Besarnya pengaruh variabel fasilitas X terhadap variabel kepuasan pengunjung Y adalah sebesar 0,505. Berdasarkan hasil dari operasional variable fasilitas yaitu memiliki persentase 52,4% dengan kategori sangat baik. Berdasarkan hasil dari operasional variabel kepuasan pengunjung 54,1% dengan kategori baik.
IMPLEMENTASI ALGORITMA K-MEANS CLUSTERING DALAM PENGELOMPOKAN HASIL TANGKAP IKAN DI KEPULAUAN RIAU Nadia Widari Nasution; Nurul Ilmi; Joni Eka Candra
Journal of Innovation Research and Knowledge Vol. 5 No. 1: Juni 2025
Publisher : Bajang Institute

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Abstract

Provinsi Kepulauan Riau memiliki potensi yang sangat besar dalam pengembangan budidaya, khususnya budidaya laut. Diketahui jumlah produksi perikanan di Kepulauan Riau mengalami peningkatan setiap tahunnya,. Besarnya potensi ikan yang dimiliki oleh Kepulauan Riau berbanding lurus dengan banyaknya jenis ikan yang ada dan dibudidayakan oleh nelayan ataupun pihak ketiga. Namun nelayan kesulitan menentukan jenis ikan berdasarkan lokasi habitat ikan sehingga terkendala dalam menentukan lokasi penangkapan ikan yang dituju. Selain itu proses penangkapan ikan juga dipengaruhi oleh musim dan waktu penangkapannya. Sehingga nelayan perlu mengetahui pengelompokan jenis ikan berdasarkan titik lokasinya agar dapat menyesuaikan dengan waktu dan juga alat tangkap yang digunakan. Clustering adalah suatu metode untuk mencari dan mengelompokkan data yang memiliki kemiripan karakteristik (similarity) antara satu data dengan yang lain. Salah satu teknik clustering sederhana adalah algoritma K-Means, menggunakan software RapidMiner. Hasil penelitian ini dapat memberikan pengelompokkan jenis ikan berdasarkan titik lokasi yang outputnya sehingga dapat bermanfaat untuk nelayan di Kepulauan Riau.
Pelatihan dasar pemrograman untuk membangkitkan minat siswa pada dunia pemrograman di SMA Kartini Batam Nasution, Nadia Widari; Candra, Joni Eka; Farasalsabila, Fidya; Reza, Widya; Kurnia, Okki; Simatupang, Devid Trinaldo
SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Vol 9, No 5 (2025): September
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jpmb.v9i5.33988

Abstract

AbstrakTuntutan global menuntut dunia pendidikan untuk selalu dan senantiasa menyesuaikan perkembangan teknologi terhadap usaha dalam peningkatan mutu pendidikan. SMA Kartini Batam adalah sekolah menengah atas swasta di Batam, Kepulauan Riau. Dengan visi dan misi yang jelas, SMA Kartini di Yayasan Keluarga Batam bertujuan untuk menciptakan lingkungan pembelajaran yang dinamis, iklusif, dan mendukung pengembangan karakter positif. Pemrograman Dasar adalah salah satu mata pelajaran dasar dalam bidang Teknologi, Informasi, dan Komunikasi (TIK). Pada pembelajaran sekarang ini sangat penting memiliki pengetahuan TIK. Namun, SMA Kartini Batam belum terbiasa menggunakan bahasa pemrograman Python untuk pemrograman. Oleh karena itu, dasar pemrograman penting dipelajari khususnya siswa/i jurusan teknik informatika dan komputer. Menerapkan dasar pemrograman di sekolah dapat membantu meningkatkan minat siswa dalam bidang teknologi seperti pembuatan aplikasi, game dan website. Dengan adanya pelatihan dasar pemrograman bagi siswa/i SMA Kartini Batam sebagai landasan yang penting untuk mempelajari bahasa pemrograman dan mengembangkan keterampilan pemrograman. Python merupakan bahasa pemrograman yang populer dan mudah dipelajari. Python banyak digunakan dalam pengembangan perangkat lunak, data science, dan machine learning. Menerapkan dasar pemrograman di sekolah juga dapat membantu meningkatkan minat siswa dalam bidang teknologi seperti pembuatan aplikasi, game dan website. Kata kunci: teknologi; dasar pemrograman; python; minat siswa; mutu pendidikan. AbstractGlobal demands require the world of education to always and continuously adapt to technological developments in efforts to improve the quality of education. SMA Kartini Batam is a private high school in Batam, Riau Islands. With a clear vision and mission, SMA Kartini at the Batam Family Foundation aims to create a dynamic, inclusive learning environment and support positive character development. Basic Programming is one of the basic subjects in the field of Technology, Information, and Communication (ICT). In today's learning, it is very important to have knowledge of ICT. However, SMA Kartini Batam is not yet accustomed to using the Python programming language for programming. Therefore, basic programming is important to learn, especially for students majoring in informatics and computer engineering. Implementing basic programming in schools can help increase student interest in technology fields such as application, game and website development. With basic programming training for SMA Kartini Batam students as an important foundation for learning programming languages and developing programming skills. Python is a popular and easy-to-learn programming language. Python is widely used in software development, data science, and machine learning. Implementing basic programming in schools can also help increase student interest in technology fields such as application, game and website development. Keywords: technology; basic progamming; python; student interests; quality of education.
PELATIHAN DASAR ROBOTIKA UNTUK SISWA SMAN 26 BATAM Candra, Joni Eka Candra; Jufri, Mohammad; Aranski, Alvendo Wahyu; Abrar, Mohammad Masril; Noviardi, Refli; Nasution, Nadia Widari; Burhan, Rifatul Mahmudah
JUPADAI : Jurnal Pengabdian Kepada Masyarakat Vol. 3 No. 1 (2024): Volume 3 Nomor 1 2024
Publisher : Asosiasi Dosen Akutansi Indonesia, KEPRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64795/jupadai.v3i1.123

Abstract

Batam 26 High School or known as Smandanam is a superior school which aims to produce a generation with knowledge and superior character. whose address is at the Botania 1 Complex, Botania Garden Batam Center Batam City, where currently SMAN 26 Batam is led by Mr. Midiyanto, S.PD., M.M as Principal of the School. At SMAN 26 Batam, currently there are two main focus areas: the Department of Natural Sciences (IPA) and the Department of Social Sciences (IPS). Given the importance of digital technology and automation in both domestic and industrial settings, it is important to include robotics curricula from elementary to high school, even though they are currently offered as extracurricular activities. The most important aspect of the Community Service program is the potential for sustainability. This program can be continued with a mentoring program in the development of extracurricular curriculum at SMAN 26 Batam, namely by assisting in making different types of mobile robots. The method that will be used is the method of providing mobile robot materials and will briefly present the steps for assembling a mobile robot. Furthermore, participants will try out the assembled results in the field or object work line. On this occasion the PengMas team will help provide training on assembling mobile robots. This robotics training activity provides an opportunity for students and teachers to become more familiar with basic computer programming and furthermore, participants will have the skills to assemble robots.
TUMBUHKAN KREATIVITAS ANAK SEKOLAH DASAR ISLAM TERPADU MUTIARA INSANI MELALUI PENGGUNAAN APLIKASI PICTOBLOK PADA ROBOT MOBILE Candra, Joni Eka Candra; Aranski, Alvendo Wahyu; Nasution, Nadia Widari; Kremer, Hendri
JUPADAI : Jurnal Pengabdian Kepada Masyarakat Vol. 3 No. 2 (2024): Volume 3 Nomor 2 2024
Publisher : Asosiasi Dosen Akutansi Indonesia, KEPRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64795/jupadai.v3i2.143

Abstract

Integrated Islamic Elementary School (SDIT) Mutiara Insani is an educational institution located in Batam City. As a school with an integrated concept, SDIT Mutiara Insani combines general education with Islamic religious education, aiming to shape students who are not only excellent in knowledge but also possess noble character. SDIT Mutiara Insani offers adequate educational facilities, including comfortable classrooms, a library, a computer lab, and a prayer room. However, in this rapidly advancing digital era, the need for modern educational technology tools has become increasingly urgent. Access to devices such as computers and the internet is available, but the use of interactive technology like mobile robots and innovative learning applications is still limited. Early childhood education, especially at the elementary school level, requires an innovative and engaging approach to enhance cognitive skills and creativity. One effective method is through the use of interactive technology, such as mobile robots equipped with the Pictoblox application. This PKM activity has generally succeeded in fostering the creativity of SDIT Mutiara Insani students through robotic programming using PictoBlox. However, challenges such as limited devices and time indicate the need for further support in the form of additional facilities and increased time allocation.
PENGARUH LOKASI TERHADAP MINAT KUNJUNGAN WISATAWAN DI OBJEK WISATA MASJID TANWIRUN NAJA KOTA BATAM Astuti, Rini; Okki Kurnia; Devid Trinaldo Simatupang; Nadia Widari Nasution
Journal of Innovation Research and Knowledge Vol. 4 No. 6: Nopember 2024
Publisher : Bajang Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53625/jirk.v4i6.8884

Abstract

Studi ini juga membangun motif pariwisata agama menggunakan variabel motivasi perjalanan yang menarik, yang diharapkan akan mempengaruhi keinginan wisatawan untuk kembali. Hubungan antara karakteristik menarik dan tempat-tempat wisata agama seperti masjid jatuh ke dalam kategori atraksi wisata unik. Pariwisata agama masjid memiliki potensi untuk menjadi daya tarik wisata dengan tema-tema ikonik, unik, sejarah dan nilai-nilai agama yang dapat menyoroti daya tarikan unik bagi wisatawan internasional yang mengunjungi. Tempat wisata agama harus memiliki akses yang mudah dan fasilitas yang memadai. Pemerintah kota Batam membuat wisatawan merasa nyaman saat mengunjungi Batam dengan meningkatkan infrastruktur seperti jalan dan mempersiapkan fasilitas. Masjid Tanwirun Naja, juga dikenal sebagai Masjid Tanjak, terletak di kawasan Bandara Internasional Hang Nadim Batam. Oleh karena itu peneliti mengambil judul “Pengaruh lokasi terhadap minat kunjungan wisatawan di objek wisata Masjid Tanwirun Naja Kota Batam”. Metode penelitian kuantitatif yaitu pendekatan penelitian menggunakan data hasil jawaban survei yang dianalisis menggunakan teknik analisis statistik (Sugiyono, 2018). Pengumpulan datanya menggunakan alat instrument penelitian analisis data kuantitatif/artistik, yang bertujuan untuk menguji hipotesis yang sudah ditetapkan. Tujuan adalah untuk mengkaji bagaimana lokasi yang mempengaruhi minat kunjungan wisatawan untuk mengetahui pengaruh lokasi terhadap minat kunjung ulang Masjid Tanwirun Naja Kota Batam untuk mengetahui tingkat minat kunjung terhadap Masjid Tanwirun Naja Kota Batam. Berdasarkan hasil penelitian dan observasi penulis dapat dilihat bahwa lokasi pada Masjid Tanjak Batam sangat strategis. Hal ini membuat wisatawan yang berkunjung atau yang melakukan kegiatan beribadah tetap nyaman, aman dan bersih. Hasilnya secara langsung dapat lebih puas dilihat oleh pengunjung wisatawan daripada melihat di sumber internet. Dari kategori lokasi dapat dilihat akses jalan dan waktu yang ditempuh lebih mudah diakses dengan transportasi online maupun transportasi umum. Sehingga membuat wisatawan tertarik untuk berwisata. Berdasarkan observasi yang dilakukan oleh penulis, lokasi memberikan pengaruh yang sangat besar bagi layanan wisatawan yang berkunjung. Hal ini dapat dilihat dengan kualitas layanan yang ada didalamnya sangat nyaman dan terjaga kebersihannya. Wisatawan tetap bisa menikmati kunjungan atau kegiatan beribadah dengan penuh kehikmatan.
PENGUKURAN KUALITAS LAYANAN SISTEM INFORMASI AKADEMIK (SIAKAD) ITEBA MENGGUNAKAN METODE REGRESI LINIER Nabila Tsabita; Nur Shilah; Lutfiah Nurzahra; Nasution, Nadia Widari
JURNAL SITEBA Vol. 2 No. 1 (2023): Jurnal Sistem Informasi ITEBA
Publisher : LPPM-ITEBA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62375/siteba.v2i1.139

Abstract

Academic Information Systems are often used in Institutions and Universities to manage various aspects related to academic activities. SIAKAD services refer to the various facilities and features provided by the system for various purposes such as academic administration and management needs in an educational institution. This research aims to determine the effect of SIAKAD services on user satisfaction. The calculation using linear regression method for predicting the influence of quality system to the users.