Vol 5 No 1 (2025): February | Journal of Dinda : Data Science, Information Technology, and Data Analytics

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In this issue, there are a total of 17 original research articles from various affiliations, such as Telkom University, Universitas Islam Negeri Sumatera Utara, Universitas Islam Nahdlatul Ulama Jepara, Universitas Tarumanagara, Universitas Logistik dan Bisnis Internasional, dan Universitas Pendidikan Ganesha

DOI: https://doi.org/10.20895/dinda.v5i1

Published: 2025-02-01

Articles

Analysis of Student Academic Performance to Identify New Patterns Using Linear Regression Algorithm

Adelia Putri Septiani, Akhmad Khanif Zyen, Buang Budi Wahono

1-11
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Integration of RFM Method and K-Means Clustering for Customer Segmentation Effectiveness

Nafissatus Zahro, Nadia Annisa Maori, Gentur Wahyu Nyipto Wibowo

12-21
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Climate Change Sentiment Analysis using LSTM

Marchel Yusuf Rumlawang Arpipi, Teny Handhayani, Janson Hendryli

22-27
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Using the Random Forest Method in Predicting Stock Price Movements

Muhammad Amsari Lubis, Samsudin Samsudin

28-35
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Optimizing Search Efficiency in Ordered Data: A Hybrid Approach Using Jump Binary Search

Gabriella Youzanna Rorong, Syafrial Fachri Pane, M Amran Hakim Siregar

36-44
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Comprehensive Lakehouse Data Architecture Model for College Accreditation

Nenen Isnaeni, Bambang Purnomosidi Dwi Putranto, Widyastuti Andriyani, Siti Khomsah

45-51
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Combination of Fuzzy Weighted Product and Entropy in Determining the Eligibility of Poor Rice Recipients

Intan Zahira, Sriani Sriani

52-58
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Implementation of ROP and EOQ in the Stock Management Information System at Panglong Siagian Bersaudara Based on Website

Disnu Panggabean, Samsudin Samsudin

59-66
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Analysis of Bread Sales Patterns at Queen Bakery Stores Using Algorithms Fpgrowth

Muhammad Ray Pratama Sembiring, Raissa Amanda Putri

67`-75
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Sandal Product Inventory Prediction System Using Apriori Algorithm on Web-Based Home Industry Dlioshoes

Septia Ona Sutra, Triase Triase

76-83
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Comparison of Sentiment for Midi Kriing and Alfagift Apps Using SVM with TF-IDF Weighting

Diva Ananda Putra, Elma Regina Nababan

84-90
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Stock Information System for All Smartphone Brands Using Barcode

Wini Istya Sari Lubis, Rakhmat Kurniawan

99-107
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Web-Based Monitoring Information System for Official Travel Letters on Food Security and North Sumatera Horticulture

Rafli Bima Sakti, Rakhmat Kurniawan

91-98
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Implementation of the Single Moving Average Method in Forecasting Sales of Motorcycle Spare Parts

Dwika Sherliyanda, Muhammad Dedi Irawan, Adnan Buyung Nasution

99-106
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Shoe Damage Identification System Using the Cosine Method in Web-Based K2n Store

Ibnu Faisal, Raissa Amanda Putri

107-112
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Implementation of TOPSIS in a Decision Support System for Selecting the Ideal Food Menu for GERD Patients

Jesica Emarapenta Br Sinulingga, Annisaa Utami

113-121
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Financial Management Information System Design with Business Intelligence Approach

Ardiansyah Putra, Muhamad Alda

122-127
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