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Wilarso
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wilarso@sttmcileungsi.ac.id
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+6221-82495502
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jurnal@sttmcileungsi.ac.id
Editorial Address
LPPMPK - Sekolah Tinggi Teknologi Muhammadiyah Cileungsi Angrek Street No.25 Regency of Cileungsi Bogor, Indonesia
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Kota bogor,
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INDONESIA
Teknosains : Jurnal Sains,Teknologi dan Informatika
ISSN : 20873336     EISSN : 27214729     DOI : https://doi.org/10.37373/tekno
Aim and Scope Aim The aim of this journal publication is to disseminate the fundamental ideas or ideas that have been accomplished and the study findings in technology, science and informatics. In terms of community sector study outcomes, the Journal of Technoscience primarily reports on the main issues. Scope Science issues Scopes related to this topic include: Agriculture, Climate, Mathematics & Statistics, Applied Physics, Fundamental Science in Engineering, Bioscience & Biotechnology. Engineering and Technology issues Scopes related to this topic include: Mechanical & Structures, Electrical, Communications & Systems, Fuel and Energy, Material, Termal Management, Safety System and Technology, Maintenance Technology, Automotive . Information and Technology issues Scopes related to this topic include: Artificial Intelligence, Computer Science, E-learning & Curriculum, Information Science, Multimedia, Science Technologies, Information Networks, Internet & Mobile Computing, Machine Learning, Information Science.
Articles 15 Documents
Search results for , issue "Vol 10 No 2 (2023): TEKNOSAINS: Jurnal Sains, Teknologi dan Informatika" : 15 Documents clear
Peramalan permintaan produksi wafer stick di PT. GarudaFood Putra Putri Jaya Tbk, Gresik Poppy Marselina Kristiani; David Andrian
TEKNOSAINS : Jurnal Sains, Teknologi dan Informatika Vol 10 No 2 (2023): TEKNOSAINS: Jurnal Sains, Teknologi dan Informatika
Publisher : LPPMPK-Sekolah Tinggi Teknologi Muhammadiyah Cileungsi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37373/tekno.v10i2.453

Abstract

Permasalahan yang sering dihadapi oleh perusahaan salah satunya adalah bagaimana cara meramalkan produksi produk di masa mendatang berdasarkan data yang telah direkam sebelumnya. PT. GarudaFood Putra Putri Jaya Tbk, Gresik merupakan perusahaan yang memproduksi makanan hingga minuman salah satunya adalah wafer stick. Permintaan produksi wafer stick yang tidak menentu membuat perusahaan harus meramalkan angka produksi setiap bulannya sehingga proses produksi tidak menyebabkan kurang atau lebih hasil jadinya sesuai dengan permintaan yang didapatkan. Peramalan tersebut sangat berpengaruh pada keputusan manajemen untuk menentukan jumlah permintaan produksi wafer stick yang harus disediakan oleh perusahaan. Adapun tujuan dari penelitian ini yaitu untuk mengidentifikasi dan menganalisis hasil peramalan produksi wafer stick dengan menggunakan metode peramalan moving average dan exponential smoothing. Untuk melakukan perhitungan peramalan itu, semakin banyak data yang digunakan untuk peramalan maka semakin akurat pula hasil dari peramalan yang dilakukan. Hasil penelitian menunjukkan bahwa metode yang paling tepat digunakan perusahaan untuk melakukan suatu peramalan agar dapat memproduksi secara optimal adalah metode exponential smoothing dengan α = 0,5 karena metode ini memiliki nilai tingkat kesalahan (error peramalan) paling kecil secara keseluruhan sebesar 9,9%.
Analisis patentability alat sunat sekali pakai pada pengembangan desain industri A00202202524 Achmad Fauzan Hery Soegiharto; Mohammad Isrok
TEKNOSAINS : Jurnal Sains, Teknologi dan Informatika Vol 10 No 2 (2023): TEKNOSAINS: Jurnal Sains, Teknologi dan Informatika
Publisher : LPPMPK-Sekolah Tinggi Teknologi Muhammadiyah Cileungsi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37373/tekno.v10i2.482

Abstract

Industrial Design A00202202524, is about a circumcision device, which is called a modern circumcision device or a disposable circumcision device. The tool was designed taking into account the creator's experience, prior art, functional review and the anatomy in which the tool is used. Design development has been obtained and the product has been tested with good success. As a follow-up, we want to know the patent ability of the new design. The method used is a search of the closest related patents as a comparison document, both Indonesian and international. Analysis of similarities and differences between the invention product and the comparison document or prior art. From the patents found, 5 Indonesian patents and 8 international patents were selected. Indonesia. The conclusions obtained are: the product/invention is different from the comparison documents. Certain features of findings or creations or inventions are the answer to a technical problem, which has an invention step, and is new. Such creations or inventions have the potential to obtain a patent if the draft patent is properly formulated
Analisis sentimen aplikasi tiktok menggunakan algoritma naïve bayes dan support vector machine Friska Aditia Indriyani; Ahmad Fauzi; Sutan Faisal
TEKNOSAINS : Jurnal Sains, Teknologi dan Informatika Vol 10 No 2 (2023): TEKNOSAINS: Jurnal Sains, Teknologi dan Informatika
Publisher : LPPMPK-Sekolah Tinggi Teknologi Muhammadiyah Cileungsi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37373/tekno.v10i2.419

Abstract

TikTok merupakan platform media sosial yang terpopuler saat ini, tidak sedikit pengguna aplikasi TikTok merupakan anak dibawah umur yang dapat memiliki dampak negatif. Adapun Sebagian masyarakat memberikan ulasan positif bahwa aplikasi TikTok ini membantu masyarakat dalam bidang bisnis Analisis sentiment digunakan untuk menganalisis opini yang terdapat dalam ulasan yang ditulis pengguna dengan mengelompokan ulasan positif dan negatif. Teknik yang digunakan dalam penelitian ini menggunakan algoritma Naïve Bayes dan Support Vector Machine (SVM). Hasil klasifikasi pada penelitian ini terdapat 76.7% berlabel positif dan 23.3% negatif dengan sejumlah 2000 data. Hasil akhir mendapatkan nilai accuracy sebesar 79% untuk metode Naïve Bayes, sedangkan nilai accuracy metode SVM sebesar 84% lebih tinggi dibandingkan metode Naïve Bayes
Perancangan aplikasi kas menggunakan action research dan object oriented analysis design method Sumardiono Sumardiono; Yasril Ashil Rachmayanto; Tias Beni Purabaya; Rika Apriani; Jafar Shadiq
TEKNOSAINS : Jurnal Sains, Teknologi dan Informatika Vol 10 No 2 (2023): TEKNOSAINS: Jurnal Sains, Teknologi dan Informatika
Publisher : LPPMPK-Sekolah Tinggi Teknologi Muhammadiyah Cileungsi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37373/tekno.v10i2.437

Abstract

RT/ RW merupakan suatu sektor kecil pemerintah bagian dari kelurahan atau desa. Dalam hal ini Perumahan Sindang Village merupakan salah satu perumahan yang berada di Desa Sindang Kecamatan Sindang Kabupaten Indramayu Provinsi Jawa Barat. Perumahan Sindang Village memiliki permasalahan dalam kas dan iuran RT setiap bulan, yaitu kurangnya efektif dan efisien dalam pembayaran dan pelaporan keuangan. Penelitian ini bertujuan merancang sebuah sistem informasi berbasis web yang dapat mempermudah pembayaran iuran kas warga. Metode Penelitian ini menggunakan Deskriptif-Kualitatif pendekatan action research dengan tools observasi dan wawancara. Adapun untuk perancangan sistem informasi menggunakan pendekatan OOAD dengan pengembangan sistem model prototipe. Hasil penelitian ini berupa rancang-bangun sistem berbasis web berdasarkan analisis sistem informasi dan desain, seperti use case diagram, activity diagram, dan class diagram serta rancangan secara user interface yang mudah digunakan (user friendly), sebagaimana rancangan dari analis dan pengguna. Untuk implementasi sistem, dapat diakses melalui jaringan lokal (intranet), bagi warga Perumahan Sindang Village yang terdaftar oleh Admin
Analisis sentimen twitter terhadap steam menggunakan algoritma logistic regression dan support vector machine Edo Ridho Lidinillah; Tatang Rohana; Ayu Ratna Juwita
TEKNOSAINS : Jurnal Sains, Teknologi dan Informatika Vol 10 No 2 (2023): TEKNOSAINS: Jurnal Sains, Teknologi dan Informatika
Publisher : LPPMPK-Sekolah Tinggi Teknologi Muhammadiyah Cileungsi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37373/tekno.v10i2.440

Abstract

Games online yakni hal yang sudah menempel di masyarakat saat ini. Dalam beberapa tahun terakhir, ekspansi internet dan perangkat yang cepat telah mempercepat munculnya games online. Motivasi utama pemain untuk terus bermain games online adalah ketersediaan kemampuan games online multi-pengguna yang dapat diakses di mana saja. Seiring perkembangan teknologi saat ini banyak platform penjualan games online seperti Steam, Epic Games Store, Origin dan sebagainya, opini masyarakat terkadang sulit dikomunikasikan secara eksklusif kepada pengelola khususnya develover Steam sebagai platform penjualan games, Ini mendorong individu untuk mengirimkan komentar, penilaian, dan konten serupa melalui media sosial, salah satu jejaring sosial yang paling terkenal saat ini ialah Twitter. Deretan tweet atau opini asal pengguna Twitter terkait platform Steam yang mana dapat dipergunakan menjadi analisis sentimen. Dalam penelitian ini data yang terkait menggunakan platform Steam dikumpulkan sampai 4363 data ulasan positif dan negatif terhadap platform steam dalam twitter, memakai TextBlob Library yang menyediakan API sederhana buat menyelam ke pada tugas Natural Language Processing (NLP) kemudian diproses menggunakan metode penambangan data (data mining), termasuk penambangan teks, cleaning, case folding, tokenization, filtering stopword, serta wordcloud. Untuk menghitung menggunakan metode Confusion Matrix dalam 2 algoritma yang berbeda buat perbandingan, algoritma yang digunakan adalah Logistic Regression dan Support Vector Machine. Dari percobaan perhitungan 2 metode itu diketahui bahwa algoritma Super Vector Machine mendapatkan nilai yang optimal dengan accuracy 0.81, precision 0.85 serta recall 0.77
Enhancing student creativity and scientific literacy through virtual lab learning Indra Dami Susanti; Ishafit
TEKNOSAINS : Jurnal Sains, Teknologi dan Informatika Vol 10 No 2 (2023): TEKNOSAINS: Jurnal Sains, Teknologi dan Informatika
Publisher : LPPMPK-Sekolah Tinggi Teknologi Muhammadiyah Cileungsi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37373/tekno.v10i2.455

Abstract

The choice of teaching materials and methods used with students is ineffective, which prevents students from receiving meaningful learning experiences. In this learning process, student activity is crucial to ensure that students receive meaningful learning experiences, are able to think critically and creatively, and are especially literate in science regarding the concept of induction. This study uses a virtual lab on the idea of magnetic induction to encourage students' creativity in their scientific literacy learning. This sort of research employs a cooperative learning model in the experimental class and a traditional learning model in the control class in a quasi-experimental design. Data were gathered using the pretest approach for students' creativity in terms of scientific literacy and the posttest method for students' knowledge of science after four meetings, where there were 20 multiple-choice items and 10 isay questions. MANOVA analysis was used to analyze the data. SPSS Multivariate Because the dependent variable in this study is quantitative (numeric) and the independent variable is qualitative, Mancova is used (categorical). The significance value for the multivariate p-value table is therefore 0.000. Ho is automatically rejected since the significant figure at the 95% confidence level is 0.000 0.05. The SPSS output findings reveal a substantial difference between studying electromagnetic induction content with and without the use of a virtual lab. While practical activities give students first-hand experience, learning using virtual lab aids can enhance students' creative thinking and scientific literacy. The induction electric motion practicum helps students better understand the concepts of the physics course. Students learn how to be more active and search for information through practicum activities using the PHET clorado virtual lab (phet clorado). Through this activity, the electromagnetic induction practicum learned will be more focused, and it can improve students' creativity and scientific literacy
Pengembangan model peramalan penjualan menggunakan metode regresi linier dan polinomial pada industri makanan ringan (Studi Kasus: CV. Stanley Mandiri Snack) Roberta Heni; Solihin; Jasan Supratman; Rifki Muhendra
TEKNOSAINS : Jurnal Sains, Teknologi dan Informatika Vol 10 No 2 (2023): TEKNOSAINS: Jurnal Sains, Teknologi dan Informatika
Publisher : LPPMPK-Sekolah Tinggi Teknologi Muhammadiyah Cileungsi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37373/tekno.v10i2.456

Abstract

Industri makanan ringan merupakan salah satu sektor industri yang memiliki tren pertumbuhan positif pada tahun 2022. Sayangnya, dibeberapa daerah sentral makanan ringan kondisi sulit masih terasa seperti di Kabupaten Bekasi. Untuk membantu menentukan arah kebijakan dan keputusan perusahaan agar efektif dan efisien di masa depan adalah dengan mengembangkan sebuah peramalan usaha. Studi kasus penelitian ini adalah CV. Stanley Mandiri Snack yang memfokuskan dalam usaha menentukan stock awal agar dapat meminimalisir ketidakpastian penjualan periode mendatang. Metode Regresi linier dan Polinomial merupakan metode yang digunakan dalam penelitian ini disebabkan sederhana, mudah dalam proses dan memiliki hasil yang optimal. Hasil penelitian ini adalah terbangunnya model persamaan regresi dan polynomial penjualan melalui pendekatan Curve Fit. Kedua model ini dapat diterima karena memiliki nilai evauasi MAPE yang rendah yaitu berkisar 1% dan R2 sebesar 0,99. Berdasarkan model peramalan yang dibangun, perusahaan akan terus mengalami penurunan nilai penjualan untuk beberapa bulan kedepan. Perusahaan perlu mempertimbangkan strategi yang tepat diterapkan agar potensi pasar membaik pada periode berikutnya seperti pemasaran berbiaya rendah, penyesuaian atau mengubah menu dan menghindari program diskon
Efek hipoglikemik cookies campuran tepung suweg dengan tepung garut Henricus Totok Yulianto; Dwiyati Pujimulyani; Wisnu Adi Yulianto
TEKNOSAINS : Jurnal Sains, Teknologi dan Informatika Vol 10 No 2 (2023): TEKNOSAINS: Jurnal Sains, Teknologi dan Informatika
Publisher : LPPMPK-Sekolah Tinggi Teknologi Muhammadiyah Cileungsi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37373/tekno.v10i2.458

Abstract

From 7.0% in 2007, to 6.9% in 2013, to 8.5% in 2018, and even to 21.3 million in 2030, the frequency of people with diabetes mellitus increases by 5.7% annually. In order to create mixed cookies with a low glycemic index that panelists prefer, this research mixes suweg flour and arrowroot flour. In this procedure, prepared and unprepared treatments are both used. Chemical properties (moisture content, protein content, total sugar content, and starch content), resistant starch (RS) flour, the amount of fiber in mixed cookies, the level of cookie choice among panelists, and volunteer blood glucose levels were all examined. to calculate the glycemic index of the biscuits. Based on a study of blood glucose levels in connection to the glycemic index, the sample cookies were rated as having a low GI (55) and had a glycemic index between 54.68 and 31.40. These cookies are a suitable diabetic diet food because they have a low glycemic index (55), resistant starch, and an adequate quantity of dietary fiber
Earthquakes time series visualization in cilacap earthquake zone using QGIS and USGS data sets Ninik Agustin; Nani Kurniasih; Mochamad Taufiqurrochman Abdul Aziz Zein
TEKNOSAINS : Jurnal Sains, Teknologi dan Informatika Vol 10 No 2 (2023): TEKNOSAINS: Jurnal Sains, Teknologi dan Informatika
Publisher : LPPMPK-Sekolah Tinggi Teknologi Muhammadiyah Cileungsi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37373/tekno.v10i2.463

Abstract

Cilacap region earthquakes often occur with more than 5 Richter Scale. With these seismic conditions, earthquake studies in the Cilacap region will always be needed. These studies usually only have output in form of map visualization spatially, however, they have not been compiled in a time series. This study attempts to include visualization of spatial data in the form of a time-series. The data visualization was presented in form of graphs and maps. Graphical visualization using line bar graph type by applying descriptive statistics tries to determine the earthquake’s magnitude fluctuation. The other visualization in form of Heatmap map analysis applying the Kernel Density method is interpolated earthquake magnitude spatial data. The data used in this research was retrieved from the USGS datasets between 1918 to 2021. The spatial boundaries were taken from -7.324 ˚S, 107.941˚E to -10.407˚S, 111.116˚E. The results of spatial data visualization using the heatmap techniques were then analyzed temporally using the Temporal function in the QGIS software. The results of temporal analysis within a year are then sequenced into a video which is displayed on the following link https://youtu.be/m3B7HkfI8qY. The descriptive statistical analysis shows that Earthquakes have magnitudes ranging from 3.3 to 7.58 with a mean of 4.58 and a mode of 4.4. Heatmap analysis shows the results of earthquake magnitude interpolation with high density, located in the south of Cilacap and south of Yogyakarta. Also, the spatiotemporal analysis results show that there is a change in location trends that have high earthquake magnitude density values
Information technology management governance analysis using cobit 5 (Case study at Universitas Dian Nuswantoro-PSDKU Kediri) Choerul Umam; Wildan Mahmud; Moch. Sjamsul Hidajat; Ichwan Setiarso
TEKNOSAINS : Jurnal Sains, Teknologi dan Informatika Vol 10 No 2 (2023): TEKNOSAINS: Jurnal Sains, Teknologi dan Informatika
Publisher : LPPMPK-Sekolah Tinggi Teknologi Muhammadiyah Cileungsi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37373/tekno.v10i2.469

Abstract

A higher education facility called Universitas Dian Nuswantoro (UDINUS) is situated in Semarang City, Central Java, at Jl. Imam Bonjol Number 207. In order to offer top-notch educational services in the East Java region, UDINUS established a Study Program Outside the Main Campus (PSDKU) in the City of Kediri. Information technology is used by UDINUS to manage the company. beginning with student services, personnel, funding, and educational infrastructure. There isn't currently a system in place to gauge how effectively information technology administration is being used. In this study, a thorough analysis was done to establish how the COBIT 5 framework should be used for IT management. It is anticipated that by carrying out this research, it will be possible to learn more about the state of IT governance at UDINUS, Kediri City Campus, and offer recommendations to leaders for improvement in order to improve management. method for governing information technology at UDINUS's Kediri Campus. Additionally, the goal of this study is to learn more about the maturity level of the IT Governance program presently underway at the UDINUS campus in Kediri City. The approach taken in this study is a Cobit 5 framework analysis with several stages, including: initiate program (movers within the organization), define problems and opportunities (know the position of IT management in the organization), define road map (improvement goals), and plan program (planning to do). UDINUS Kediri has a value of 2.88 at the Established Process level, which can be interpreted as having an IT governance system maturity level with a value of 2.88, according to the study's conclusion, which was drawn from the findings of the analysis of information technology governance systems using COBIT 5. UDINUS PSDKU Kediri has carried out a description of the objectives and structure in accordance with the established standards at the Established Process level

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