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Journal : Building of Informatics, Technology and Science

Penerapan Metode Topsis Pada Sistem Pendukung Keputusan Kelayakan Penerima Dana Bantuan Operasional Sekolah Azahari, Azahari; Pahrudin, Pajar; Yunita, Yunita
Building of Informatics, Technology and Science (BITS) Vol 4 No 3 (2022): December 2022
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v4i3.2290

Abstract

One of the ways used to fulfill education. The Indonesian government implements a 12-year compulsory education program. Although there is a 12-year compulsory education program by the government, there are still some students who cannot continue their education due to factors from the family economy who are unable to meet the needs or costs of the education they take. The School Operational Assistance Fund (BOS) is a financial aid given to underprivileged students/I to be able to meet learning needs such as tuition fees, book fees or personal needs that support the implementation of education for students/I. For private schools, the School Operational Assistance Fund (BOS) has its own quota to be given to students. The organizing committee for the recipients of the School Operational Assistance Fund (BOS) is required to be fair and honest in the selection process. The error is because there is still no special provision used for the selection process or the assessment process carried out by the school. Decision Support System (DSS) is a system that has been integrated with a computer, where the decision support system is used to provide certain provisions that can be used to assist in providing recommendations in the decision-making process. TOPSIS uses the principle that the chosen alternative must have the closest distance from the positive ideal solution and the farthest from the negative ideal solution from a geometric point of view by using Euclidean distance to determine the relative proximity of an alternative to the optimal solution. By applying the TOPSIS method, Alternative 4 (A4) was selected as the beneficiary with a final score of 0.7251
Penerapan Algoritma K-Means Data Mining Pada Clustering Kelayakan Penerima UKT Dengan Normalisasi Data Model Z-Score Yunita, Yunita; Fahmi, Muhammad; Salmon, Salmon
Building of Informatics, Technology and Science (BITS) Vol 6 No 3 (2024): December 2024
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v6i3.6475

Abstract

Tuition Assistance is money given specifically to students with the aim of alleviating the problem of paying educational costs for less fortunate students so they can continue their education. With the large number of scholarship applicants on a campus, especially Budidarma University, a computerized information system is needed so that the selection of students who receive tuition assistance can run well. One way that can be implemented is by applying data mining with the K-Means algorithm. From the results of applying the data mining method, it can be concluded that there were 10 students who received tuition assistance who were included in cluster 1 and likewise in cluster 2 there were 10 students who did not receive tuition assistance.
Clustering the Economic Conditions of Various Countries From 2010-2023 by Conducting A Comparative Analysis of the K-Means and K-Medoids Algorithms Yunita, Yunita; Ekawati, Hanifah; Yusnita, Amelia
Building of Informatics, Technology and Science (BITS) Vol 7 No 1 (2025): June (2025)
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v7i1.7330

Abstract

Understanding the similarities and differences in economic conditions across countries is crucial for various stakeholders. This research investigates the global economic landscape by clustering countries based on their economic indicators, including GDP, inflation rate, unemployment rate, and economic growth, spanning the period of 2010 to 2023. This timeframe encompasses significant global economic events, making it pertinent for analysis. The study employs and compares two prominent clustering algorithms: K-Means and K-Medoids, to identify groups of countries exhibiting similar economic patterns. Utilizing secondary data from Kaggle encompassing 19 countries, the research assesses the ability of each algorithm to delineate meaningful economic clusters. The K-Means algorithm, with a determined optimal number of four clusters, demonstrated a reasonably good cluster separation and moderate internal cohesion, evidenced by a Silhouette Coefficient of 0.58 and a Davies-Bouldin Index of 0.63. In contrast, the K-Medoids algorithm yielded a distinct clustering structure with a lower Silhouette Coefficient (0.26) and a higher Davies-Bouldin Index (1.16), suggesting less distinct cluster separation and potential sensitivity to data characteristics. This comparative analysis provides insights into the applicability and performance of K-Means and K-Medoids in discerning global economic structures, contributing to a deeper understanding of the world economic map and the utility of clustering techniques in economic data analysis.
Comparative Performance Analysis of Long Short-Term Memory (LSTM) and Support Vector Regression (SVR) Algorithms in Gold Price Prediction Lailiyah, Siti; Yunita, Yunita; Ekawati, Hanifah
Building of Informatics, Technology and Science (BITS) Vol 7 No 3 (2025): December 2025
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v7i3.8605

Abstract

Gold is one of the most important investment commodities in the global financial system, widely recognized for its role as a safe-haven asset and its ability to preserve value during periods of inflation, economic instability, and geopolitical uncertainty. Despite its relative stability compared to other financial instruments, gold prices exhibit significant volatility driven by various macroeconomic factors, including exchange rate movements, inflation dynamics, global monetary policy decisions, and market sentiment. As a result, accurate gold price prediction remains a critical challenge for investors, financial analysts, and policymakers. This study aims to conduct a comparative performance analysis of two machine learning algorithms, namely Long Short-Term Memory (LSTM) and Support Vector Regression (SVR), in predicting gold prices represented by the XAU/USD currency pair. The research utilizes daily historical gold price data from 2004 to 2025 obtained from the Kaggle platform. The dataset includes key financial attributes such as Open, High, Low, Close prices, and trading Volume. Data preprocessing steps involve data cleaning, chronological sorting, handling missing values through linear interpolation, feature selection, and normalization using the Min-Max scaling technique. The dataset is then divided sequentially into training and testing sets with an 80:20 ratio to preserve temporal dependencies. The LSTM model is designed to capture long-term temporal patterns using the closing price as a time series input, while the SVR model leverages multiple input features to model non-linear relationships through kernel-based regression. Model performance is evaluated using Root Mean Squared Error (RMSE), Mean Absolute Error (MAE), and the coefficient of determination (R²). The experimental results demonstrate that the LSTM model outperforms the SVR model across all evaluation metrics. The LSTM achieved an RMSE of 0.0082, an MAE of 0.0060, and an R² value of 0.9969, indicating a very high level of predictive accuracy and strong generalization capability. In contrast, the SVR model recorded an RMSE of 0.0289, an MAE of 0.0143, and an R² of 0.9611, reflecting lower precision, particularly during periods of high price volatility. These findings confirm that LSTM is more effective in capturing complex temporal dependencies and non-linear dynamics inherent in gold price time series data. Consequently, LSTM is recommended as a superior approach for long-term gold price forecasting, while SVR may serve as a complementary or baseline predictive model in financial time series analysis.
Co-Authors - Afrizal A.A. Ketut Agung Cahyawan W Abd. Rasyid Syamsuri ABDUL AZIZ, MUHAMMAD Abdul Hadi Abdul Rahman Abdullah Abdullah Achmad Baroqah Pohan Ade Fitria Lestari Afifah, Fia Agustin, Wanni Agustina, Marlina Ahmad Arifi, Ahmad Ahmad Husein Asdie ahmad rizal Ahmad Setiadi Ahmad Zainuri Aisyah, Sabrina Nurul Al Azhar Al Muyassar, Faris Amalia, Umi Amelia Safitri, Dela Amelia Yusnita Anang Wahyudi ANDI NURMAS, ANDI Andi Quraisy Andi Rumpang Yusuf Andri Wijaya, Ronni ANDY MULYANA Anggreani, Selin Angraeni, Nia Anies Chamidah Anita Anita Anjeli, Anjeli Annisa Annisa Annisa Muhyi Annisa, Nur Ainun Annur, Raudhatul Natasya Arbi, M. Ari Puspita Asdhar, Ahmad Asep Mulyana Asisah, Asisah Asrika, Asrika Astrani, Suci Ridhona Astuti, Indah Dwi Athiyah, Athiyah Atmaja, Elsa Mukti Auliah, Tita Awaluddin, Raisa Zuhra Salsabila Azahari, Azahari Azidi Irwan Azura, Aqila Badriyah, Mela Novianty Badrun, Burhanuddin Baidi, Yasin Bangsawan, Try Adhi Baroroh, R. Umi Baroroh Barus, Meyta A Br Basita G Sugihen Basita Ginting S Berkat A. P. Betty Yosephin Simanjuntak Bruga, Robbi Frastiono Bunga, Bunga Cahaya Adi Pratama Cakra Randana, Muhammad Prima Candra Kusuma Negara Chuzaimah Chuzaimah, Chuzaimah Damiri, Adenan DASUKI DASUKI Defa Chalief Mawardiraysma Demsa Simbolon Desri Suryani Desta, Fivnesfo Desty Rodiah Devi Cheri Putri Devi Savitri Effendy, Devi Savitri Dewi Sinta Wati Dewi Wijayanti Dewiyani, Evi Diajeng Putri Sekar Mayasari Dian Indah Sari Dina Aulia Dinda, Inge Djamaludin, Heder Djoko Susanto Doni saputra Dumyati, Dumyati Dwi Sulistiyati, Titik Dwi Wulan Sari E. Suhendi Eddy Suprayitno Edi Kurniawan Efendi, L. Azwar Efrianti, Rini Efrila Antika Puji Lestari Eka Mulyana, Eka Eka, Eka Ekawati, Hanifah Eko, Giyan Eli Apud Saepudin Eliana Eliana Elisa Wildayana Elviana, Safira Elzas Elzas, Elzas Emy Yuliantini Epilia, Epilia Erlida Amnie Erna Erna, Erna Ernanin Dyah Wijayanti Erni Purbiyanti, Erni Euis Puspitasari Evi Fitriyani Evi Roviati Evi Yuliza, Evi Fadila Arlina, Baiq Fajar Akbar Farianti, Yuli Fathurrahmani, Fathurrahmani Fatriyanti, Yosi Fauzi, Azra Fauzia, Ana Fauziyah, Rizqi Febriyanto, Tedy Ferdy Pangestu, Ferdy Pangestu Fikriyah Iftinan Fauzi Firmansyah, Muhammad Yusuf Fitri Handayani Fitri Maya Puspita Fitriana, Ika Sari Fitriana, Rizky Frastika, Nayny Freska Rolansa, Freska Fricia, Nadya Gama Samudera Lubis, Doli Maulana Gema Asiani Gita, Irma Gunawan, Pandi Gusrianti, Elsa Hajizah, Ilmania Nur Hajrin, Wahida Hakiki, Syarah Nur Halawa, Bebi Putra Sentosa Hamdani, Fathul Hanoselina, Yulia Hanum, Nisrina Hardoko Hardoko Hariati Lestari Hartati Bahar Hartati Hartati Harun, Muhazar Hasymiah, Hasymiah Hati, Putri Citra Hendra Hendra Hendra Setiawan Hendri Noperi Hendrixon, Hendrixon Hendro Aryanto Henny Malini, Henny Hery Widijanto Hidayat Hidayat Hidayati, Agriana Rosmalina Hilda Amalia Hizmi, Surayyal Hr, Muhazar Hudori, Mahfuz husen husen Husna Husna I Aeni Muharromah I Nyoman Sidi Astawa Ibrahim Ibrahim Ida Nuraeni If Bambang Sulistyono Ike Fitriana Saraswati Ilhamuddin Ilhamuddin, Ilhamuddin IMAMAH, NURIL Imron Zahri Indah Indah Indrawati Indrawati Inggryd Simaremare Intan Intan Intan Purnama Sari Ira Kesuma Dewi Irawan, Turino Adi Ismail Ismail Ismail, Vera Izomiddin Izomiddin, Izomiddin Januarti, Indri Jarau, Febi Hidayati L Jarnuzi Gunlazuardi Jaya, Wayan Satria Jayawarsa, A.A. Ketut Jenie Sundari Jevfri, Jevfri Jon Farizal, Jon Juainah, Norma Jumiyati Jumiyati, Jumiyati Jumrodah Jumrodah, Jumrodah Junanda, Diki Ardi Junia Kurniati, Junia Kamsiah Kamsiah Kandou, Dicky Alexander Kardila, Nova Karina, Endang Karmelia, Mela KARTINI ERIANI Kasmin, Shofiyah Khathir*, Rita Khelly, Khelly Khoirunnisa, Khosy Krisnasary, Arie Kristianto, Jusuf Kumalasari, Septianna Kurnia Sari Kurnia, Amin Kurniawati, Dewi Rizki Kusdalinah Kusdalinah Laila, Kumi Laila, Rudianus Lala, Lala Langit, Angelia Sekar Latifah, Yela Laudeciska, Leni Lely Hiryanto Lembong, Abdullah Lesmana, Hendy Lestari, Tiara Lestari, Yustiva Liani, Sesi Safitri Lifianthi , Lifianthi Lifianthi, Lifianthi Lila Dini Utami Lina, Roma Linda Linda Lingga Wijaya, Harma Oktafia Lusiana Lusiana M. Huanza M. Tajaruddin M. Taufik M. Yamin M.Yamin, M.Yamin Machmud, Aprizal Mandiri, Devi Mangunsong, Emmy Ridhawaty Maragustam Siregar, Maragustam Marai Rahmawati Marbun, Destina Veronica Margiono, Reynaldi Ababil Martiaty, Nenny Martin Martin Martunis - Marwah, Siti Aidah Masdar Masdar Maslan, Maslan Masno, Masno Maulana, Abdul Rahman Maulany, Nadya Mawarni, Ummu Khairiyah Megraini, Amila Meldya, Nisa Kurniasih Meriwati, Meriwati Miani, Riza Miftahul Janah, Miftahul Miftahul Jannah Mirbah, Kholaf Misnaini, Sari Moch. Didik Nugraha Moh. Tahir Muchtar, Febriana Muhajir Muhajir, Muhajir Muhajirin, Al Muhammad Arbi Muhammad Fahmi MUHAMMAD SYALEH, MUHAMMAD Muhammad Yani, Muhammad Mukhlisa, Mazda Novi Mulyadi Mulyadi Mumek, Trifena Oliviana Munajat Munajat, Munajat Muyana, Eka N, M. Abror Ulin Nabilah, Tasya Mufidah Nadjib, Mardiati Naimatul Aufa Nainggolan, Nora Pitri Najihah, Najihah Narfa, Sindi Nasir, Nazir Neldi, Mondra Nika, Viora Okto Ningrum, Windi Susetyo Nining Suryani nofrida saswati, nofrida Nourva Sinke Andira Novayanti, Novayanti Novi Ratna Dewi Novi Yusliani Novita, Ira Noviyanti, Amanda Sri Nugroho, Ibung Prasetio Nur Hasanah Nur Thahirah Umajjah, Nur Thahirah Nur Wulan, Nur Nur Yasin, Nur Yasin Nurcahya, Pramu Pinilih Eka Nurdiana, Riyanti Nurizzati, Yeti Nurjannah Nurjannah Nurlina Nurlina Nurlita, Eva Nurlita, Eva Nurwahyuni, Atik nuryana nuryana, nuryana Nys.Nurlaili, Nys.Nurlaili Oktavianry, Merryana Marhanah Oktaviany, Musdzalifah P, F. Dwi Basuki Padillah, Arip Pahrudin, Pajar Pang S Asngari Pang S. Asngari Paraswaty, Atika Yuanita Patisapitri, Putri Pawennari , Andi Permatasari, Ragil Putri Pirade, Suryana R Pitrasacha Adytia Pitria, Pitria Pordamantra, Pordamantra Prabandari, Luki Praja, Nata Ari Prastuti Soewondo Pratama, Guruh Dwi Pratama, Muhammad Ngurah Arya Pratiwi, Eka Yuliana Pratiwi, Rahma Ayu Pujianto Pujianto Purba, Sariaman Puridawaty , Brigita Puspitasari , Efa Putra, Randhy Wilyan Putri Ayu Lestari Putri Sekar Mayasari, Diajeng Putri Widelia W Putri, Ade Ulfah Setiawati Putri, Nurilla Elysa Putri, Nurillla Elysa Putri, Reviera Venanda Mustofa Eka QOLBI, NURUL Rabbani, Syauqi Rabial Kanada, Rabial Rachmah, Rizka Argadianti Radna Nurmasari Rahayu, Kurnia Rahayu, Lina Oktavia Rahayu, M Rahma Diani, Rahma Rahmadhona Fitri Helmi Rahmadia, Putri Rahmanto, Ari Rahmayani Rahmayani Rakhman , Abdullah Ramadaniyah, Ramadaniyah Ramadhan Tosepu Ramadhan, Muhammad Ridho Ramadhani, Asmiranda Ramadhani, Risky Wulan Ramlah Puji Astuti Rangkuti, Afrizal Rasid, Harun Al Rassyi, Sultan Fakhrur Ratna Ratna Raudhatul Jannah Raudhatun Nuzul ZA, Raudhatun Rengganis, Dewita Retno, Yosy Reza Andrea Riama Al Hidayah Rieuwpassa, Marielo C.A Rifkah, Aqila Riska Amelia Riswani Riswani Riswani Rita Khathir Ritonga, Utan Sahiro Rizkya Satriani, Andhina Robinson Sitepu Robiyanto Robiyanto Robiyanto, Robiyanto Ronald Chistover Hasugian, Ronald Chistover Rosita Rosita RR. Ella Evrita Hestiandari Rudiana Agustini Rusdi Efendi Rustiyarso, Rustiyarso Sabrina, R Sadana, Feron Safitri, Lisa Sahuri Sahuri, Sahuri Sakdah, Nurul Salmon Salmon, Salmon Salsabila, Unik Hanifah SALSABILA, YULIA RAKHMA Samah, Azmi Aufa Ibti Sanga Nico Marcelino Santoso, Fransiskus Gatot Iman Santoso, Izal Puji Santoso, Sedya Saputra, M. Diwangga Sarabila, Fathiya Saragih, Yosua Parlindungan Sarfiah, Sarfiah Sari, Nisma Ulda Sarpanda, Dama Putra Satria Satria, Satria Satya, Muhammad Taufik Sayekti, Sekar Arum Handarbeni Sedarmayanti, Sedarmayanti Selly Oktarina Septiana, Anisah Setiawan, M. Setiyadi, Agus Shinta Shinta Sianipar, Riski Marudur Ulina Siddique, Faris Sihar Tambun Silaban, Aries DC Silvian, Trissa Sinatrya, Irfan Maulana Sisca Octarina Siti Lailiyah, Siti Siti Nurhidayati Siti Nurkholifah, Siti Siti Qomariah, Siti Situmorang, Robi Luis Fernando Sjahril Effendi, Sjahril Sjarkowi, Fahrurozi Sobari, Irwan Agus Soyata, Amelia Sri Hartuti Sri Lestari Sri Poedjiastoeti Sri Redjeki Sri Rosita SRI UTAMI Sri Watini Sriati Sriati, Sriati Sugira, Sugira Sukmawati Sukmawati Sulfiatri, Sulfiatri Sumarni Sumarni Sunarti , Sunarti Suparman Suparman Surahman Wilade Surya Hadi Susetyowati Sutrisna, Ziki Suwadi Suwadi Syafriandi Syafriandi Syaharuddin Syahbanu, Intan Syahwaliyah, Putri Syam, Atika Hardianti Syamsuddin Mallala Syamsuddin Syamsuddin Syarifah, Anisa Lailatusy Syauqi, Muhammad Iqbal Sysmita, Virlianda T.M. Rafsanjani Tajaruddin, Muhammad Tambunan, Jeny Ernawati Tambusai, Khairuddin Tamur, Maximus Tania, Sara Tarida Marlin Surya Tarupay, Heri Kusuma Tetes Wahyu Witradharma Togatorop, Melsanna Tri Mulyati, Tri Triana, Rizqia Uda, Paulinus Alexander Satriano Ulfah Ulfah Uswatun Hasanah Vicky Brama Kumbara Wahana, Hijratun Wahyudi, Arie Wahyuni - Wahyuni Wahyuni P , A.Dwi wahyuni wahyuni Wahyuni, Putri Eka Wahyuni, Rahayu Wahyuningsih, Helmi Wanjat Kastolani Wardatunnissa, Yeni Welni, Afrina Wenny Indah Purnama Eka Sari Wibisono, Bany Wibowo Wibowo Widodo, Andy Widya Sari WIJAYA WIJAYA, WIJAYA Wijaya, Andra Saferi Wijaya, Tommy Tanu Winandar, Aris wulandari, Gite Putri Wulandari, Miken Yarni, Baiq Maoni Yenni Okfrianti Yenni Puspita Yessy Velina Yhunita, Isna Yolandia, Rita Ayu Yudanti Riastiti Yulia Sari Yulianingsih Riswan Yulina , Eva Yulindawati, Yulindawati Yulirohyami, Yulirohyami Yulisa, Nerma Yuliyana, Rian Yulsel V Lunmisay Yulyanti, Yulyanti Yuningsih, Yuyun Yunita Prastyaningsih Yunita Sari Yunus, Mukhammad Aji Ikhwanul Yusfarani, Delia Yusran Fauzi Zaenal Abidin Zahara, Ayu Zahra, Intan Sefti Zaman, Chairil Zebua, Arman Prince