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Learning through Simulation: A Role-Based Learning Exercise to Equip Students in Big Data Requirement Elicitation Skills and Challenges
Journal of Computing Theories and Applications
Vol 2
, No 1
(2024)
Bridging the gap between theoretical knowledge and practical application remains challenging in big data education. Our paper proposes a platform where students actively participate in a role-based learning (RBL) exercise designed to simulate real-world big data projects. This RBL exercise assigns each student participant to a business analyst role tasked with eliciting requirements or a customer role that provides those big data requirements. We conducted RBL sessions for postgraduate and under...
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Harnessing Quantum SVR on Quantum Turing Machine for Drug Compounds Corrosion Inhibitors Analysis
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 3
(2024)
Corrosion is an issue that has a significant impact on the oil and gas industry, resulting in significant losses. This is worth investigating because corrosion contributes to a large part of the total annual costs of oil and gas production companies worldwide, and can cause serious problems for the environment that will impact society. The use of inhibitors is one way to prevent corrosion that is quite effective. This study is an experimental study that aims to implement machine learning (ML) on...
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2 Sitasi
Improving the Accuracy of House Price Prediction using Catboost Regression with Random Search Hyperparameter Tuning: A Comparative Analysis
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 3
(2024)
Achieving a significant improvement over traditional models, this study presents a novel approach to house price prediction through the integration of Catboost Regression and Random Search Hyperparameter Tuning. By applying these advanced machine learning techniques to the King County Dataset, we conducted a thorough regression analysis and predictive modeling that resulted in a marked increase in accuracy. The baseline model, a conventional linear regression, provided a foundation for compariso...
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6 Sitasi
Implementation of DenseNet121 Architecture for Waste Type Classification
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 3
(2024)
The growing waste management problem in many parts of the world requires innovative solutions to ensure efficiency in sorting and recycling. One of the main challenges is accurate waste classification, which is often hampered by the variability in visual characteristics between waste types. As a solution, this research develops an image-based litter classification model using Deep Learning DenseNet architecture. The model is designed to address the need for automated waste sorting by classifying...
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6 Sitasi
Classification of Movie Recommendation on Netflix Using Random Forest Algorithm
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 3
(2024)
Netflix is one of the most popular streaming platforms in this world. So many movies and shows with various genres and production countries are available on this platform. Netflix has their own recommendation systems for the subscribers according to their data and algorithm. This research aims to compare two methods of data classifications using Decision Tree and Random Forest algorithm and make a recommendation system based on Netflix dataset. This paper use feature importance to selecting rele...
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4 Sitasi
Synthesis and Characterization Materials Modern (CMC-Fe3O4-Chitosan-TiO2) As Portable Adsorbent Toxic Metal (Hg) and Dye Substance (Rh B)
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 3
(2024)
The synthesis of the portable adsorbent material CMC-Fe3O4-Chitosan-TiO2 begins by inserting the CMC-Chitosan mixture into the leaching solution. Next, concentrated NaOH and 3% CaCl2 were added, then decanted and dried at room temperature. After that, the composite was coated with TiO2 and then dried in an oven at a temperature below 100 oC. The success of the synthesis was indicated by the presence of specific absorption in FT-IR. 3429 cm-1 hydroxyl group, 2926 cm-1 for the CH/CH3 group, 1631 c...
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2 Sitasi
Kegiatan Deteksi Dini Pemeriksaan Komposisi Tubuh pada Populasi Usia Produktif
Jurnal Suara Pengabdian 45
Vol 3
, No 3
(2024)
Body composition refers to the distribution of fat, muscle, bone, and other tissues in the human body, which is often expressed as a percentage of total body weight consisting of fat mass and lean body mass. Obesity, characterized by excess fat in adipose tissue, poses a significant health risk and is increasing in countries with low and medium mortality rates, especially in metropolitan areas. Factors contributing to this include genetics, a lack of physical activity, socioeconomic status, unhe...
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Content-Based Filtering pada Sistem Rekomendasi Buku Informatika
Jurnal Ilmiah Sinus
Vol 22
, No 2
(2024)
There are changes taking place in Indonesia's educational system, particularly in universities. The learning approach used in the transformation program is student-centered. A firm foundation in literacy is required for the application of this learning. A library is one of the amenities that students require. The library is an ideal resource for pupils to enhance their critical thinking skills. It's not always simple to find books in the library, though. Students could find it challenging to loc...
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RELEVANSI KEPEMILIKAN MANAJERIAL DAN PROFITABILITAS TERHADAP NILAI PERUSAHAAN
Jurnal Akuntansi, Keuangan dan Auditing
Vol 2
, No 1
(2024)
ABSTRACTFirm value is the investor's perception of the company's success associated with the stock price. Several things that affect firm value include managerial share ownership and profitability. This study aims to analyze the effect of managerial ownership and profitability on firm value. The population of this research is all mining sector companies listed on the Indonesia Stock Exchange (IDX) for the period 2017 to 2019. The sample was chosen using purposive sampling method. The data analy...
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PERBANDINGAN KINERJA KEUANGAN TAMAN SATWA TARU JURUG DENGAN PT. PEMBANGUNAN JAYA ANCOL TBK
Jurnal Akuntansi, Keuangan dan Auditing
Vol 1
, No 1
(2024)
The tourism industry can be a foreign exchange earner in a country including Indonesia. Educational tourism such as a zoo among which must be considered and maintained because it is related animal life and its habitat. Then it needs to be taken into financial performance, because it concerns about the needs of feed, maintenance and cleanliness and their business sustainablelity. This research was conducted to determine the comparison of financial performance between Taman Satwa Taru Jurug which...
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