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PENGGUNAAN METODE COSINE SIMILARITY DAN TF-IDF UNTUK KLASIFIKASI JUDUL SEMINAR PROPOSAL PADA FAKULTAS TEKNIK UNIVERSITAS JABAL GHAFUR Nilawati; Husaini; Salat , Junaidi
Sagita Academia Journal Vol. 2 No. 1 (2024): Sagita Academia Journal
Publisher : Yayasan Sagita Akademia Maju

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61579/sagita.v2i1.60

Abstract

The title classification system aims to help users to Group A student seminar title document into a Category. The number of Student Research title documents requires an application system that can group these documents according to their respective categories. The purpose of this study is how to build a seminar title classification system by utilizing the approach through the text of the title and description of the seminar with the TF-IDF Method to give weight to the frequency of the relationship on the occurrence of a word (term) in the calculation of the merger of title and description of the seminar. And the Cosine Similarity algorithm is used as a comparison method to know how much similarity between the two documents. This research is conducted by implementing the text mining method with cosine similarity algorithm and TF-IDF weighting so that it is expected to classify data automatically, quickly, and accurately. Using dummy data as training data used in this study, totaling 100 seminars that have been carried out with several categories of different fields of science. And for its implementation using the PHP programming language, and with the help of data resources the use of text mining that is already in PHP which is useful for the text preprocessing stage, and then will continue with the implementation process of TF-IDF Motode and Cosine Similarity algorithm.
VISUALISASI DATA STATISTIK KOMODITAS PERKEBUNAN DURIAN DI KECAMATAN TANGSE BERBASIS QUANTUM GIS Nardi, Masykur; Husaini; Iskandar, Dedy
Sagita Academia Journal Vol. 2 No. 1 (2024): Sagita Academia Journal
Publisher : Yayasan Sagita Akademia Maju

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61579/sagita.v2i1.61

Abstract

Durian plant is a fruit plant that can be cultivated and is included in horticultural crops. Based on data from the Central Statistics Agency (2018) obtained through the National Socio-Economic Survey (SUSENAS) in 2019, the results showed that almost all Indonesian people, namely 97.29% consumed vegetables, then around 72.59% consumed fruit. Durian fruit is included in one of the indicators in the survey ranking eighth out of a total of ten fruit commodities surveyed by the public, this shows that the demand for and consumption of durian fruit in Indonesia is still quite high. In this regard, a Geographic Information System (GIS) for mapping durian plantation commodities will be built. With this geographic information system, the Plantation and Forestry Service of the Pidie district can manage field data more quickly and in good detail. The GIS creation above uses the QGIS application to create maps, then digitizes image data from the monitoring layer and analyzes spatial data and uses the Google Earth application to digitize coordinates. The objectives of this research are as follows: To make it easier for the government to manage field data quickly and in detail, then the relevant departments can record durian plantation land owners for distribution of assistance and selection of suppliers for business units that require materials from durian harvests.
FACTORS AFFECTING FINANCIAL PERFORMANCE IN SHARIA BANKING IN INDONESIA Marzuki; Husaini; Chairil Akhyar
International Journal of Economic, Business, Accounting, Agriculture Management and Sharia Administration (IJEBAS) Vol. 4 No. 1 (2024): February
Publisher : CV. Radja Publika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijebas.v4i1.1472

Abstract

This study examined the factors affecting the financial performance of Islamic Banking in Indonesia. This study used secondary data taken from 11 banks. The sampling technique used was the purposive sampling technique. The method used to analyze the relationship between the independent variable and the dependent variable is the panel data regression method. The results partially concluded that Non-Performing Financing negatively and significantly influenced Financial Performance at Islamic Banking in Indonesia. The Capital Adequacy Ratio positively and significantly influenced Financial Performance at Islamic Banking in Indonesia. And the Natural Certainty Contract positively and significantly influenced the financial performance of Islamic Banking in Indonesia. Simultaneously, Non-Performing Financing, Capital Adequacy Ratio, and Natural Certainty Contract positively and significantly influenced the financial performance of Islamic Banking in Indonesia.
THE INFLUENCE OF ENVIRONMENTAL ACCOUNTING AND CORPORATE SOCIAL RESPONSIBILITY ON FIRM VALUE Nurhasanah; Husaini; Malika Alia Kasta; Rina Humaira
International Journal of Economic, Business, Accounting, Agriculture Management and Sharia Administration (IJEBAS) Vol. 4 No. 5 (2024): October
Publisher : CV. Radja Publika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijebas.v4i5.2129

Abstract

This study aims to examine the influence of environmental accounting and corporate social responsibility on firm value. The population in this study consists of mining companies listed on the Indonesia Stock Exchange for the period 2020-2022. The sample was selected using purposive sampling with four criteria, resulting in 15 companies suitable for observation. This research employs multiple linear regression analysis using SPSS software. In this study, the environmental accounting variable is measured using the PROPER rating, the corporate social responsibility variable is measured using the GRI 4 index, and the firm value variable is measured using Tobin’s q ratio.
IMPROVING THE ABILITY TO USE ACCOUNTING SOFTWARE AS AN EFFORT TO IMPROVE THE QUALITY OF GRADUATES IN PREPARING FINANCIAL REPORTS AT SMAN 1 DEWANTARA AND SMKN 1 DEWANTARA ACEH UTARA Nurhasanah; Murhaban; Nur Afni Yunita; Husaini; Muhammad Yusra
International Review of Practical Innovation, Technology and Green Energy (IRPITAGE) Vol. 3 No. 3 (2023): November 2023 - February 2024
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/irpitage.v3i3.1309

Abstract

This program is implemented at SMAN 1 Dewantara and SMKN 1 Dewantara. The problems faced by partners, namely students of SMAN 1 Dewantara and SMKN 1 Dewantara are; 1) Problems regarding the aspect of students' ability to make simple financial reports. 2) The problem of lack of knowledge and skills in using accounting software to produce effective and efficient financial reports. The aim of this activity is to find solutions to the problems faced by partners, namely students of SMAN 1 Dewantara and SMKN 1 Dewantara which the PKM Team carries out in community service programs, through mentoring and training. Preparing financial reports and using accounting software to improve the quality skills of SMAN 1 graduates Dewantara and SMKN 1 Dewantara.The method or approach offered and agreed upon with partners, namely SMAN 1 Dewantara and SMKN 1 Dewantara, is discussion of guidance, training, mentoring and evaluation of training results by holding skills tests.The outputs achieved by the PKM team are mandatory outputs in the form of; Service Reports, Publication of articles in OJS-based service journals or national seminar proceedings, Publication of activities in print or online media, and Collaboration documents with partners and additional output in the form of Copyright (IPR) service reports.
Enterprise Risk Management (ERM), Biaya Modal dan Nilai Perusahaan Perbankan di Indonesia Amika Putri; Husaini
Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah Vol. 6 No. 5 (2024): Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah
Publisher : Intitut Agama Islam Nasional Laa Roiba Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47467/alkharaj.v6i5.1404

Abstract

The study aims to test the impact of the application of enterprise risk management (ERM) on the value of a company with capital cost as an intervening variable. The population in this study is a banking company listed on the Indonesian Stock Exchange during 2017-2021. Using purposive sampling methods obtained samples of 43 banks or a bank of 204 observations. The data analysis method used is regression analysis. Based on the results of the test the hypothesis shows that the application of ERM has a positive effect on the value of the company, but the implementation of the ERM does not have an effect on capital costs, nor does the cost of capital have an impact on the company's value, so that the variable of capital costs is not as a mediation of relationship of application ERM and company value.
Coconut Shells, Water Hyacinth and Rice Husks are Very Effective in Improving the Quality of Physical and Chemical Standards of Dug Well Water in Flood Areas Marlinae, Lenie; Biyatmoko, Danang; Husaini; Irawan, Chairul; Arifin, Syamsul; R Saidi, Akhmad; Fithria, Abdi; Zubaidah, Tien; M. Ratodi; A. Mourad, Khaldoon; Khairiyati, Laily; Waskito, Agung; H.D Lasari, Hadrianti; Khoiroh, Ianatul
JURNAL KESEHATAN LINGKUNGAN Vol. 16 No. 3 (2024): JURNAL KESEHATAN LINGKUNGAN
Publisher : Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/jkl.v16i3.2024.255-265

Abstract

Introduction: Ensuring access to clean and safe drinking water is crucial, especially in flood-prone regions where the water quality in dug wells can deteriorate due to various physicochemical factors. This research was aimed to measure the effectiveness of natural materials in improving water quality based on physicochemical parameters and to compare water quality before and after treatment in Astambul Subdistrict of Banjar Regency, South Kalimantan Province. Methods: The study involved a survey of 192 private boreholes and dug wells across five villages in the Astambul Subdistrict, with 30 samples selected for detailed analysis. Key physicochemical parameters analyzed included total dissolved solids (TDS), dissolved oxygen (DO), turbidity, and total suspended solids (TSS). TDS, with a standard limit of 50 mg/L, served as a primary water quality indicator. DO, essential for gauging water oxygenation, and was measured as it results from photosynthesis and atmospheric absorption. Turbidity was assessed using a turbidimeter to determine water clarity, and a UV-vis Spectrophotometer 2008 was utilized to measure levels of iron (Fe) and mangasene (Mn). Results and Discussion: The findings demonstrated that coconut shells, husks, and water hyacinths improved water quality across physical and chemical parameters. Statistical analysis using t-tests showed improvements in these parameters after treatment. For example, DO levels increased in multiple villages, with the highest percentage in Kaliukan Village (59.2%) and decreases in turbidity and TSS. Conclusion: The study concluded that coconut shells, husks, and water hyacinths have potential to enhance physicochemical quality of water.
MANAGERIAL OVERCONFIDENCE SEBAGAI PEMODERASI PENGARUH CORPORATE GOVERNANCE TERHADAP KINERJA PERUSAHAAN Dwi Oktaviandra, Reizha; Husaini
Jurnal Akunida Vol. 11 No. 2 (2025): December
Publisher : Universitas Djuanda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30997/jakd.v11i2.20791

Abstract

Penelitian ini bertujuan untuk menganalisis pengaruh Corporate Governance terhadap kinerja perusahaan dengan Managerial Overconfidence sebagai variabel moderasi pada perusahaan perbankan yang terdaftar di Bursa Efek Indonesia (BEI) selama periode 2019–2023. Penelitian ini menggunakan metode kuantitatif dengan memanfaatkan data sekunder dan dianalisis menggunakan regresi data panel dengan pendekatan moderasi. Corporate Governance dan Managerial Overconfidence diukur menggunakan indikator yang mencerminkan mekanisme pengawasan dan perilaku manajerial, sedangkan kinerja perusahaan diproksikan dengan Tobin’s Q sebagai indikator nilai pasar. Hasil penelitian menunjukkan bahwa Corporate Governance tidak berpengaruh signifikan secara langsung terhadap kinerja perusahaan. Namun, Managerial Overconfidence terbukti memoderasi hubungan tersebut, dengan memperkuat pengaruh mekanisme pengawasan tertentu dan melemahkan mekanisme lainnya terhadap kinerja perusahaan. Temuan ini mengindikasikan bahwa efektivitas Corporate Governance tidak hanya ditentukan oleh struktur formal, tetapi juga dipengaruhi oleh Managerial Oveconfidece, sehingga pemahaman terhadap aspek perilaku menjadi penting dalam meningkatkan nilai perusahaan perbankan.
Getting to Know Cek Sam: The Biography of a Saree Cassava Chips Trader Septia Farah Ningsih; Abdul Azis; Husaini
JIM: Jurnal Ilmiah Mahasiswa Pendidikan Sejarah Vol. 11 No. 2 (2026): Example
Publisher : Universitas Syiah Kuala and Collaboration Yayasan Yusda Edu Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24815/sejarah.v11i2.656

Abstract

This research is entitled “Getting to Know Cek Sam: The Biography of a Saree Cassava Chips Trader”. It aims to: (1) identify and explain the background of Cek Sam’s early life before becoming a Saree cassava chips trader; (2) examine the strategies she employed in indtroducing Saree cassava chips to the wider community; and (3) analyze her life after gaining widespread public recognition. This study applies a qualitative approach using a biographical historical method with descriptive analytical characteristics. Data were collcted through interviews, literature review, documentation. The analyzis followed the stategs of heuristics, verification, interpretation, and historiography. The results of this study indicate that (1) Cek Sam, whole real name is Samsinar, came from a modest family and was accustomed to hard work from an early age. In 1987, before becoming widely known, she worked as a street vendor selling boiled corn, boiled peanuts, and cassva chips carried in a basin and offered directly to small shops (keude) near a mosque. (2) Her strategy in introducing Saree cassava chips included maintaining consstent product quality., providing friendly customer service, choosing a strategis shop location, and developing product innovations through various falvors. (3) after gaining public recognition, her life changed significantly in economic and social aspects. She was not only a trader but also an inspiring female figure who created employment opportunities, especially for women in her community. After her passing, the business has been continued by her children, ensuring sustainability and preserving her values of hard work and perseverance.
Analisis Performa Voice Recognition Pada Smart Speaker Menggunakan Metode Random Forest Yani, Muhammad; Fikry, Muhammad; Hasibuan, Arnawan; Nurdin; Munirul Ula; Husaini
Jurnal Inotera Vol. 11 No. 1 (2026): January-June 2026
Publisher : LPPM Politeknik Aceh Selatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31572/inotera.Vol11.Iss1.2026.ID654

Abstract

The development of Internet of Things (IoT) and artificial intelligence technology has driven the increasing use of voice user interfaces (VUI) as a more natural form of human-computer interaction. One widely used VUI implementation is voice recognition-based smart speakers. Despite its widespread adoption, voice recognition performance on smart speakers is not necessarily optimal when used in real-world conditions, particularly in far-field scenarios that are influenced by user distance, environmental noise, and system response time. This study aims to analyze and compare the voice recognition performance of Amazon Alexa smart speakers and the Interactive Speaker System as a non-vendor comparison system. Testing was conducted at varying user distances in a non-soundproof room to represent real-world operational conditions.The obtained performance data was analyzed using the Random Forest method as a classification tool due to its ability to handle multivariate data and nonlinear relationships between variables. The results showed that variations in user distance significantly affected the voice recognition performance of both systems, with a tendency for performance to decrease as distance increased. In addition, differences in system architecture characteristics also influenced the level of resilience to environmental conditions. The application of the Random Forest method also enabled the identification of dominant factors that influence the success of voice recognition. This research is expected to provide theoretical contributions in the study of voice recognition performance in far-field scenarios, as well as practical contributions as a basis for consideration in the selection and development of more reliable voice-based interaction systems in real environments.
Co-Authors A. Mourad, Khaldoon Abdi Fithria Abdul Azis Adnan Affan, Junaidi M Afni Yan Syah Afrizal Afrizal Agus Salim Nazar agustina, imelda Ahmad Farhan, Ahmad Ahmad Zubair Akbar, Devin Akbar, Mufti Akhmad R Saidi Akhyar Akhyar, Chairil Ali, Masri ALI, NURDIN Alkhalis, Naufal Alvi Rahmah Amika Putri Amiruddin Ammara Ulfa Azizah Ananda, Ferdika Apriani Pattimura Apriani, Wiwin ARHAMI Arnawan Hasibuan Arsa Cindy Safitri Aryanti, Putu Teta Prihartini At-Tharfi’in, Khairunnisa Azzura Bakhtiar, Dandi Bakri, Asri Ady Berliani Ritonga Bibin Bintang Andriana cahya, uci dwi Chairul Irawan Chaliluddin Cut Tria Faradilla Danang Biyatmoko Danang Biyatmoko, Danang Dany Miftahul Ula Darmawati Muchtar Darmawati Mukhtar Dedy Iskandar Dendy K. Pramudito Dianawati, Erika Arum Dwi Oktaviandra, Reizha Dwi Selvi Wulandari Edhy, Sarwo Edy Miswar, Edy Elidawati Fazliati Fitrawati Ilyas Ghazali Syamni Ghazali Syamni H.D Lasari, Hadrianti Haditiar, Yudi Haridhi, Haekal Azief Hasanuddin, Iskandar Hasibuan, Ahmad Fauzul Hakim Hepi Boang Manalu Herlina, Beti Hijri Juliansyah Husni Husni Ichsan Setiawan Ichsan Setiawan Idal Bahri Ikhsan Nur Ilham Ilham Zulfahmi Intan Malayana ISKANDAR Izarul Machdar, Izarul Jeda Jumat Barus Jummaini Junizar, Junizar Karnawi Kamar, Karnawi Khairil Khalid, Zikrul Khoiroh, Ianatul Kris Handoko Laila Qadriah Laily Khairiyati Lala Merlita Lenie Marlinae Lenie Marlinae M Nural Fajri M. Nizar Machmud M. Ratodi Malika Alia Kasta Malika Aliya Kasta Maretna, Cut Nadilla Maria Ulfah Maryanti Marzuki Masri Masri Meitria Syahadatina Noor Misbullah, Alim Muhammad Muhammad Arif Muhammad Daniel Fuat Muhammad Dava Rizki Muhammad Fikry Muhammad Halomoan MUHAMMAD RIZAL Muhammad Yani, Muhammad Muji Endah Palupi, Muji Endah Munira Ulfa Munira, Zaitun Munirul Ula Murhaban Muttaqien Nanda, Muhammad Nardi, Masykur NILAWATI Ninda Safitri Noor Komari Pratiwi, Noor Komari Noviana, Verra Nur Afni Yunita Nur Fadli Nurdin Nurhasanah Nurlela Pangastuti, Yunida Pradana, Anjas Putra Prajaputra, Vicky Putra, T. Edisah Putri, Adinda Nasa R Saidi, Akhmad Rabukit Damanik Rahimi, Sayyid Afdhal El Rahmadani Fitri Rahmat Hidayat Rahmatullah Ratna Mutia Aprilla Ratna Sary Razali Thaib Razali Thaib Rianjuanda Rico Nur Ilham Rina Humaira Rio Sahputra Ristati Ristati Rizka Yuli Wahyuni Rizki Fadhilla Roselina Panghiyangan Rosita Sabri Sahli, Argun Salat , Junaidi Sayed Achmady Sayyid Afdhal El Rahimi Septia Farah Ningsih Setiawati, Cut lilis Sirait, Phichiato Siti Nurafifah Qarimah Sri Rizky Sri Ulfa Junaidah Suhaeri Syahputra, Zulfiadi Agus Syahrituah Siregar Syahriza Syamsul Arifin Syamsul Arifin Syamsul Rizal Syarifah Meurah Yuni Syarifah Yusra Tajuddin Tamlicha, Akram Tasya Handayani Terfiadi, Sari Yulis Teuku Salfiyadi Thaib Rizwan Thaib Rizwan, Thaib Thariq, Ahmad Tien Zubaidah Udink Aulia Umi Kalsum Wahyuddin Wardhiah Waskito, Agung Weni Astari, Weni Wibawa, Aditya Widya Lestari Nst Wulan Agustria Yuda Ramadan Yulizar Yumna, Zaifi Yusra, Muhammad Yuswardi Zahnur ZairinNoor Zulfa Razi Zulfan Zulfikri