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Prediksi Jumlah Penjualan melalui Live Stream dan Affiliate di TikTok Shop dengan Machine Learning
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 2
(2024)
Sales techniques have evolved rapidly from conventional methods to online methods often referred to as e-commerce. One of the types of e-commerce that exists in Indonesia is TikTok Shop, on TikToc Shop there are many sales supporting factors. The two sales supporting factors available on TikTok Shop are live stream and affiliate but there is no research to discuss the two factors simultaneously to the volume of sales. The aim of this study is to create a model to predict sales with live stream a...
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Klasterisasi Tukang Gigi di Jakarta dengan Algoritma K-Means berdasarkan Daerah Asal
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 2
(2024)
Tukang gigi registered with the Indonesian tukang gigi Union (STGI) DPW DKI Jakarta organization are 625 members. STGI is an organization that has been incorporated by the Ministry of Law and Human Rights number AHU-000083. AH.01.08.Year 2020. In the distribution of tukang gigi in Jakarta consisting of various regions of origin, the researcher conducted clustering research to find out the distribution of the origin of Tukang Gigi in the Jakarta area. The scope of the research data area is: North...
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Metode System Development Life Cycle dalam Perancangan Sistem Informasi Kuliah Kerja Kemasyarakatan
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 2
(2024)
Our annual activity, Community Service Internship, will be conducted this semester. Previously, this reporting activity was carried out by sending pictures via WhatsApp. So, we created a reporting system to make it more efficient. Now, the reporting process will be handled through a website and monitoring will also be done through the website. This will make it easier for both participants and mentors to carry out the activity," he said. The methodologies used are SDLC (System Development Life C...
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Pengenalan Gestur Bahasa Isyarat Indonesia dengan Mediapipe Keypoints
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 2
(2024)
Difficulty in communication is an obstacle for deaf friends who cannot learn the language orally or acquire normal speech skills. The development of sign language gesture recognition technology is an important step to improve accessibility and social integration for the deaf community. The use of MediaPipe Holistic Keypoints and deep learning techniques provides significant potential in recognizing and understanding sign language gestures. The main objective of this study is to classify Indonesi...
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Penerapan Recursive Feature Elimination (RFE) pada Tree-Based Classifier untuk Identifikasi Risiko Diabetes
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 2
(2024)
Diabetes mellitus is a common chronic disease with significant global impact. Early identification of individuals at high risk of developing diabetes is critical for the prevention and management of the disease. This study explores the use of Recursive Feature Elimination (RFE) in decision tree-based classifiers to improve the accuracy of diabetes risk prediction. The Pima Indians Diabetes Database (PIDD) dataset was used as the database, and algorithms such as Decision Tree, Random Forest, Grad...
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The effect of modified kepok banana (Musa acuminata) starch substitution on the texture and color of steamed brownies
Journal of Food and Agricultural Product
Vol 4
, No 2
(2024)
One food component that can act as a functional food ingredient is resistant starch. Kepok bananas are a food source that has the potential to produce resistant starch and can be processed to produce food products. Method autoclaving cooling Kepok banana flour has the potential to increase the resistant starch content. This research aims to determine the effect of modified kepok banana starch substitution on texture (hardness, cohesiveness, adhesiveness and gumminess) and color (L, a and b value...
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The effect of composition purple sweet potato flour (Ipomoea batatas L.) and wheat on the physical, chemical and sensory properties in cookies
Rahmalia, Rekha Rizky
; Yuliani, Ririn
; Yuanda, Afifah Nurfadyah Islami Yuanda
; Khoerunnisa, Farah
; Sari, Yuli Perwita
Journal of Food and Agricultural Product
Vol 4
, No 2
(2024)
Cookies are a type of biscuit made from soft dough, high in fat content, relatively crispy when broken, and have a dense cross-sectional texture. The significantly increasing data on wheat flour consumption indicates a very high level of dependence on wheat flour. This is due to the high number of processed food products using wheat flour, necessitating the utilization of flour from local raw materials to explore local potential, one of which is by partially replacing wheat flour with purple swe...
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Analisis Pengaruh Media Sosial terhadap Produktivitas Akademik Mahasiswa menggunakan Metode Decision Tree dan Random Forest
Murwaningtyas, Chatarina Enny
; Kristiamita, Angel
; Putri, Agatha Lintang Antika Ika
; Puspaningrum, Fibelia Dwi
; Mahanani, Carolina Dhinda Putri
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 2
(2024)
This study aims to evaluate the impact of social media usage on the academic productivity of Universitas Sanata Dharma Yogyakarta students, measured through their Grade Point Average (GPA). The methods employed involve two machine learning models: Decision Tree and Random Forest. The data were processed using outlier-resistant scaling techniques and data balancing through oversampling. The results show that the Random Forest model outperformed with an accuracy, precision, recall, and F1-score of...
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Analysis of chemical and sensory characteristics of sapodilla dodol with various formulations of glutinous rice flour
Journal of Food and Agricultural Product
Vol 4
, No 2
(2024)
Sapodilla has not been widely utilized as a processed food product. The processing of sawo into sawo dodol is expected to increase the added value of sawo fruit. The purpose of this study was to analyze the chemical characteristics and the panelists' acceptance of dodol with various formulations of the addition of glutinous rice flour. The method used in making sapodilla dodol is experimental with a comparison of the use of glutinous rice flour, namely F1 (50 gr), F2 (100 gr), F3 (150 gr) and F4...
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Strategi Pengembangan Wisata Puncak Jowin Untuk Meningkatkan Jumlah Kunjungan Wisatawan Di Kabupaten Tulungagung
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 3
(2024)
Thesis with the title Jowin Peak Tourism Development Strategy to Increase the Number of Tourist Visits in Tulungagung Regency" written by Yasmin Indra Preswari, Moch. Verry Martin A.S, M Islamic Sharia Tourism Study Program, Department of Management and Business, Faculty of Islamic Economics and Business, Sayyid Ali Rahmatullah Tulungagung State Islamic University who was supervised by Dr. Deny Yudiantoro, S.AP., M.M., The research in this thesis is based on the importance of tourism development...
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