Pusat Studi Data Sciense AMIKOM Purwokerto

Universitas
Amikom Purwokerto

Exploring the Impact of Discount Strategies on Consumer Ratings: An Analytical Study of Amazon Product Reviews

Exploring the Impact of Discount Strategies on Consumer Ratings: An Analytical Study of Amazon Product Reviews This research delves into the influence of discount strategies on consumer ratings within the e-commerce landscape, particularly on Amazon. A logistic regression model assessed how discount percentages and product categories affect consumer ratings. The study followed a rigorous methodology, […]

3D word embedding vector feature extraction and hybrid CNN-LSTM for natural disaster reports identification

3D word embedding vector feature extraction and hybrid CNN-LSTM for natural disaster reports identification Social media contain various information, such as natural disaster reports. Artificial intelligence is used to identify reports from eyewitnesses early for disaster warning systems. The artificial intelligence system includes a text classification model with feature extraction and classification algorithms. Word embedding-based […]

Sentiment Unleashed: Electric Vehicle Incentives Under the Lens of Support Vector Machine and TF-IDF Analysis

Sentiment Unleashed: Electric Vehicle Incentives Under the Lens of Support Vector Machine and TF-IDF Analysis This research examines public sentiment regarding electric vehicle incentives through sentiment analysis of online comments. These incentives include tax deductions and other financial rewards offered to promote the adoption of electric vehicles. In this study, the researchers collected and analyzed […]

Exploring the synergy of guided numeric and text analysis in e-commerce: a comprehensive investigation into univariate and multivariate distributions

Exploring the synergy of guided numeric and text analysis in e-commerce: a comprehensive investigation into univariate and multivariate distributions This research adopts a holistic approach to analyze customer reviews in the e-commerce industry by utilizing a combined approach of numerical and text analysis. Specifically, this study integrates univariate, multivariate, and sentiment analysis to gain comprehensive […]

Assessing the impact of artificial intelligence on customer performance: a quantitative study using partial least squares methodology

Assessing the impact of artificial intelligence on customer performance: a quantitative study using partial least squares methodology The purpose of this research is to examine the impact of artificial intelligence (AI) on customer performance and identify the factors contributing to its effectiveness by employing a quantitative approach, specifically the partial least squares method, to test the hypotheses and […]

Dr. Satrya Fajri Pratama, M.Kom.

Dr. Satrya Fajri Pratama, M.Kom. Scopus ID : 43061455200 Sinta ID : – Penelitian Pengabdian Edit Judul Tahun A novel nonlinear time-varying sigmoid transfer function in binary whale optimization algorithm for descriptors selection in drug classification 2023 Covariance Search Model for Identifying ncRNA using Particle Swarm Optimized Agglomerative Clustering 2023 Binary Whale Optimization Algorithm with […]

Dr. Lasmedi Afuan, S.T., M.Cs., IPM

Dr. Lasmedi Afuan, S.T., M.Cs., IPM Scopus ID : 57208014693 Sinta ID : 6010940 Penelitian Pengabdian Edit Judul Tahun Analysis of shape features by applying gain ratio and machine learning for coffee bean classification 2024 Knowledge Sharing as a Mediator between Clan Culture, Trust, and Resilience and Innovative Work Behavior in Indonesian Village-owned Enterprises 2024 […]

Dr. Purwadi, M.Kom.

Dr. Purwadi, M.Kom. Scopus ID : 58505831700 Sinta ID : 6654096 Penelitian Pengabdian Edit Judul Tahun Penerapan Teknik Search Engine Optimization (SEO) untuk Memenangkan Persaingan Kata Kunci pada Mesin Pencari Google (Studi Kasus: Paguyuban Pengrajin Alas Kaki SIMBA Purwokerto … 2017 Game design documents for mobile elementary school mathematic educative games 2023 A Comprehensive Review: […]