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Marlina
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ANALISIS SENTIMEN ULASAN PENGGUNA ALLO BANK MENGGUNAKAN K-NEAREST NEIGHBORS Marlina; Prasetya, Antonius Indra Dharma
HOAQ (High Education of Organization Archive Quality) : Jurnal Teknologi Informasi Vol. 15 No. 2 (2024): Jurnal HOAQ - Teknologi Informasi
Publisher : STIKOM Uyelindo Kupang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52972/hoaq.vol15no2.p80-87

Abstract

Analisis sentimen merupakan teknik penting dalam memahami opini publik terhadap produk atau layanan, termasuk dalam konteks perbankan digital seperti Allo Bank. Sebagai bank digital yang baru beroperasi, Allo Bank perlu memahami persepsi dan kebutuhan pelanggan untuk membangun kepercayaan serta meningkatkan kualitas layanan. Penelitian ini bertujuan untuk mengklasifikasikan ulasan pengguna Allo Bank yang terdapat di Play Store ke dalam kategori sentimen positif, negatif, atau netral, serta untuk menentukan nilai K optimal pada algoritma K-Nearest Neighbors (KNN) melalui berbagai teknik optimasi. Selain itu, kinerja model KNN dievaluasi menggunakan metrik akurasi, presisi, dan recall. Hasil penelitian menunjukkan bahwa 56,4% ulasan bersifat positif, mencerminkan tingkat kepuasan pengguna, sementara 38,8% ulasan negatif mengindikasikan area yang perlu perbaikan, dan hanya 4,8% ulasan yang bersifat netral. Penelitian ini juga menemukan bahwa nilai K optimal dalam algoritma KNN bervariasi tergantung pada teknik optimasi yang digunakan, yaitu cross-validation, grid search, random search, dan elbow method. Variasi ini terjadi karena setiap teknik memiliki tujuan, metrik evaluasi, dan ruang pencarian hyperparameter yang berbeda. Oleh karena itu, perlu dilakukan analisis lebih lanjut untuk menentukan nilai K yang paling sesuai dengan karakteristik data dan tujuan penelitian. Selain itu, hasil analisis menunjukkan bahwa kinerja teknik optimasi sangat dipengaruhi oleh proporsi data latih dan data uji. Teknik cross-validation memberikan hasil terbaik pada proporsi data uji: data latih sebesar 80:20, berdasarkan metrik evaluasi seperti akurasi, presisi, dan recall. Namun, pada proporsi 70:30, tidak ada teknik optimasi yang secara konsisten lebih unggul. Temuan ini menunjukkan bahwa pemilihan teknik optimasi perlu disesuaikan dengan konteks dan karakteristik data untuk memastikan performa model yang optimal.   Sentiment analysis is an important technique in understanding public opinion towards products or services, including in the context of digital banking such as Allo Bank. As a newly operating digital bank, Allo Bank needs to understand customer perceptions and needs to build trust and improve service quality. This study aims to classify Allo Bank user reviews on the Play Store into positive, negative, or neutral sentiment categories, and to determine the optimal K value in the K-Nearest Neighbors (KNN) algorithm through various optimization techniques. In addition, the performance of the KNN model was evaluated using accuracy, precision, and recall metrics. The results showed that 56.4% of reviews were positive, reflecting the level of user satisfaction, while 38.8% of negative reviews indicated areas that needed improvement, and only 4.8% of reviews were neutral. This study also found that the optimal K value in the KNN algorithm varies depending on the optimization technique used, namely cross-validation, grid search, random search, and elbow method. This variation occurs because each technique has different objectives, evaluation metrics, and hyperparameter search spaces. Therefore, further analysis is needed to determine the K value that best suits the characteristics of the data and the objectives of the study. In addition, the analysis results show that the performance of optimization techniques is greatly influenced by the proportion of training data and test data. The cross-validation technique gives the best results at a proportion of test data:training data of 80:20, based on evaluation metrics such as accuracy, precision, and recall. However, at a proportion of 70:30, no optimization technique is consistently superior. This finding suggests that the selection of optimization techniques needs to be adjusted to the context and characteristics of the data to ensure optimal model performance.
DISPARITY OF JUDGEMENTS TOWARD DRUG-RELATED CRIME (STUDY OF DECISION NUMBER 47/PID.SUS/2024/PN TBT AND DECISION NUMBER 48/PID.SUS/2024/PN TBT) Mikha Gusta, Yohana Serevina; Marlina; Desiandri, Yati Sharfina
Jurnal Hukum Lex Generalis Vol 5 No 7 (2024): Tema Hukum Pidana
Publisher : CV Rewang Rencang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56370/jhlg.v5i7.546

Abstract

Narcotics crimes in Indonesia have caused many victims, especially among the young generation of the nation, which is very dangerous for the lives of society, the nation, and the state. In enforcing criminal law against narcotics crimes, it is a concern in connection with the rampant disparity in sentencing. The court decisions in Case Number 47/Pid.Sus/2024/PN.Tbt and Case Number 48/Pid.Sus/2024/PN. Tbt imposed sentences with very different differences, so that the considerations and implications need to be studied in depth. The results of this study indicate that there is no legal regulation that prohibits disparity in sentencing. The occurrence of disparity in sentencing for narcotics crimes in the verdict of narcotics crimes Case Number 47/Pid.Sus/2024/PN.Tbt and Case Number 48/Pid.Sus/2024/PN. Tbt refers to the principle of judges' freedom in carrying out their judicial functions. The judge's considerations in the verdict of narcotics crimes Case Number 47/Pid.Sus/2024/PN.Tbt with defendant Jefri and Case Number 48/Pid.Sus/2024/PN. Tbt with defendant Supriadi are an integral and inseparable unit, but there was an error in the judge's considerations so that the sentences were imposed with very different differences. The implications of the disparity in sentencing in the two decisions are that there is injustice, uncertainty and uselessness in law enforcement against narcotics crimes.
FULFILLMENT OF RESTITUTION RIGHTS TO TRAFFICKING VICTIMS CRIMINAL ACT (Study of Decision Number 322/Pid.Sus/2023/PN Jkt.Sel and Decision Number 667/Pid.Sus/2023/PN Sembiring, Petricia Br; Marlina; Desiandri, Yati Sharfina
Jurnal Hukum Lex Generalis Vol 5 No 7 (2024): Tema Hukum Pidana
Publisher : CV Rewang Rencang

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Abstract

The crime of human trafficking has been regulated by Law Number 21 of 2007 concerning the eradication of the crime of trafficking. When the victims have experienced material and immaterial losses, restitution is one of the forms of assistance to victims of the crime of human trafficking. The research method used in this study is descriptive-analytical with a normative legal research type. Furthermore, the research data consists of primary and secondary data. Law Number 21 of 2007 regulates restitution for victims of human trafficking. Decision 322/Pid. Sus/2023/PN Jkt. Sel does not provide restitution, while Decision 667/Pid. Sus/2023/PN Kis does. Judges need to be consistent and objective in handling human trafficking cases so that justice is achieved. Decision 322/Pid. Sus/2023/PN Jkt. Sel is considered to have paid less attention to the facts of the trial, while Decision 667/Pid. Sus/2023/PN Kis is appropriate because the judge creates legal certainty. Legal certainty in a judge's decision must be based on relevant facts.
Identification of Religious and Morals Values of Early Childhood in Literacy Bag Activities at RA Wadas Kelir Purwokerto Khomsiyatun, Umi; Hidayat, Imam; Hamid Samiaji, Mukhamad; Marlina
International Proceedings of Nusantara Raya Vol. 1 (2022): Culture In The Frame Of Multicultural Religiousity
Publisher : Lembaga Kajian Nusantara Raya UIN Prof. K.H. Saifuddin Zuhri Purwokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24090/nuraicon.v1i1.19

Abstract

The cultivation of religious and moral values in early childhood is important to do. Because recently there have been many cases of sexualharassment and other uncharacteristic behavior. Early childhood education institutions are a strategic place to instill religious and moralvalues from an early age. RA Wadas Kelir as one of the ECCE institutions in Banyumas is able to instill religious and moral values well.Through the Literacy Bag program, it is able to produce the output of students who are literate and have character. The purpose of this studywas to identify religious and moral values of early childhood resulting from the literacy bag program at RA Wadas Kelir Purwokerto. Thisresearch is included in qualitative descriptive research with a case study method. The research was conducted at RA Wadas Kelir Purwokertowhich is located on Jl. Wadas Kelir RT. 07 RW. 05 Karangklesem, South Purwokerto, Banyumas Regency. The informants in this study were31 students, who were found in two classes, namely Ibu Sina's class (17 children) and Ibn Zahrawi's class (14 children). Data collectiontechniques are carried out by interviews, observations, and documentation. The results showed that in the implementation of the Literacy Bagactivities in RA Wadas Kelir, religious and moral values were found in children which were shown by knowing god through his religion,imitating worship movements Accustomed to behaving well, polite, polite, honest, responsible , helpful, sportive, and respecting the religioustolerance of others.
HADITS TENTANG ALAT DAN MEDIA PENDIDIKAN Marlina
HUMANITIS: Jurnal Homaniora, Sosial dan Bisnis Vol. 2 No. 12 (2024): Desember
Publisher : ADISAM PUBLISHER

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Abstract

Prophet Muhammad Saw is a guide and teacher for all Muslims, in every word, behavior or other from him are lessons that we can take wisdom from. No exception in terms of learning or seeking knowledge, he not only conveyed lessons but also paid attention to all aspects that support the learning, namely in terms of study time, place, schedule, to the media used in learning. In essence, the learning process is communication, therefore, learning media can be understood as a communication medium used in the learning process. Thus, it can be concluded that learning media is a physical medium used during learning in the form of message delivery. The goal is for a communication interaction process to occur between teachers and students.
Optimization of the Quality of Medan City Local Government Financial Reports Based Accounting Understanding Method Marlina; Renny Maisyarah
International Journal of Economic, Technology and Social Sciences (Injects) Vol. 5 No. 2 (2024): October 2024
Publisher : CERED Indonesia Institute

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Abstract

This study aims to analyze the effect of accounting understanding on optimizing the quality of financial reports of the Medan City Regional Government simultaneously and partially. where the quality of financial reports in accordance with Government Accounting Standards (SAP) is very important to create transparency, accountability, and public trust in regional financial management. This research method uses a quantitative approach with primary data collected through questionnaires to regional financial management officials in Medan City. Data were analyzed using the regression method to measure the relationship between the level of accounting understanding and the quality of financial reports. The variables tested include mastery of basic accounting principles, application of SAP, and technical skills in preparing financial reports. where the study shows that accounting understanding has a positive and significant effect on the quality of financial reports. Apparatus who have a good level of accounting understanding tend to produce financial reports that are more accurate, relevant, accountable, and in accordance with SAP. However, there are several obstacles that affect these results, such as the lack of ongoing training and limited human resources who are competent in the field of accounting. optimizing the quality of financial reports of the Medan City Regional Government can be achieved by increasing accounting understanding by government officials.
Analisis User Experience User Aplikasi Shopee di STMIK Kharisma Makassar Menggunakan Metode Heuristic Evaluation COANDY, RONALDO YUSUF; Yunus, Arfan; Marlina
KHARISMA Tech Vol 19 No 2 (2024): Jurnal KHARISMATech
Publisher : STMIK KHARISMA Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55645/kharismatech.v19i2.417

Abstract

This study aims to analyze the User Experience of Shopee Application Users at STMIK KHARISMA Makassar using the Heuristic Evaluation Method. This research uses the Heuristic Evaluation method which is a method used to find problems in the interface design of an application and look for the positive side of the application. The data source of this research uses primary data, namely a questionnaire where the data collected is 40 respondents at STMIK KHARISMA Makassar and secondary data, namely literature studies or references from other journals. The results showed that Shopee users at STMIK KHARISMA Makassar were predominantly male compared to female Shopee users. This is because at STMIK KHARISMA Makassar the male population is greater than women. Of the 10 aspects of the Heuristic Evaluation method, only 1 aspect has a Minor Usability Problem or there are problems that interfere with user comfort with a severity rating of 2, or improvements are needed with a low priority level. And 8 other aspects are worth 1 or Cosmetic Problem meaning only problems that do not affect users, and 1 aspect with a value of 0 or Don't Agree which means there is no problem at all.
ANALISIS KEPUASAN PENGGUNA TERHADAP LAYANAN APLIKASI GOFOOD MENGGUNAKAN MOBILE SERVICE QUALITY DENGAN METODE CSI ., Agustiawan; Sudirman; Marlina
KHARISMA Tech Vol 19 No 2 (2024): Jurnal KHARISMATech
Publisher : STMIK KHARISMA Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55645/kharismatech.v19i2.478

Abstract

Gofood is one of the applications in Gojek, the application is used by customers to find and order culinary. When the author conducted research on the gofood application, it turned out that some reviewed it well, and some reviewed it badly. This study aims to analyze the level of satisfaction of gofood application users with the Mobile Service Quality method and the Customer satisfaction index (CSI) which is a method that uses an index to calculate the level of consumer satisfaction in a user satisfaction survey. Respondent data from questionnaires that have been distributed via google form and have been filled in by Gofood application users as many as 70 respondents. Based on the results of research that has been conducted on the Gofood application using the Customer Satisfaction Index (CSI) method, it can be concluded that the research results from the CSI value obtained of 85.42% is very satisfied, because the results of the CSI value are obtained after calculating the CSI method through four stages, the first stage determines the mean importance score (MIS) and mean satisfaction score (MSS), the second stage weight factor (WF), the third stage weight score (WS), and the last stage determines the Customer Satisfaction Index (CSI). So it can be concluded that most users of the Gofood application at STMIK Kharisma Makassar are very satisfied with the services in the Gofood application.
PENGARUH MODEL PBL DAN PJBL TERHADAP LEVEL KEMAMPUAN METAKOGNITIF SISWA KELAS X SMA Saputri, Devi Rohani; Huda, Nizlel; Marlina
EMTEKA: Jurnal Pendidikan Matematika Vol. 5 No. 2 (2024)
Publisher : Universitas Muhammadiyah Metro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24127/emteka.v5i2.7184

Abstract

In class X of SMA NEGERI 8 Muaro Jambi, a problem was found, namely that students' metacognitive abilities were still at a low level. Therefore, this study aims to describe and compare the impact of implementing the PBL and PjBL models on the level of students' metacognitive abilities in the SPLTV material. The research method used is True Experimental Design with a Pretest-Posttest Control Group Design research design . The population of this study was all students of class X of SMA Negeri 8 Muaro Jambi, with samples consisting of classes X Phase E1, X Phase E4, and X Phase E5. The instruments used to collect data were metacognitive ability level tests and learning implementation sheets. The results of the One-Way ANOVA analysis showed that there was a significant effect of the implementation of the PBL and PjBL models on the level of students' metacognitive abilities with a significance value of 0.002 < 0.05. Furthermore, the Tukey test showed that students who followed the PjBL model had a better level of metacognitive ability, with an average score of 36,53 compared to students who used the PBL model with an average score of 33,28 and conventional learning methods with an average score of 29,41.
THE EXPERIMENTAL STUDY OF NOTE TAKING PAIRS IN TEACHING READING (Case Study in STAIN Pekalongan in the 2013/2014 Academic Year) Marlina
JURNAL PENELITIAN Vol 12 No 2 (2015): Volume 12 Nomor 2 2015
Publisher : Universitas Islam Negeri K.H. Abdurrahman Wahid Pekalongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28918/jupe.v12i2.10069

Abstract

This research is intended to know whether: (1) Note Taking Pairs is more effective than Direct Instructional Method to teach reading; (2) Students who have high interest have better reading skill than students who have low interest; and (3) There is an interaction between teaching methods and students’ interest in teaching reading. The method which was applied in this research was Experimental study. It was conducted at STAIN Pekalongan in the 2013/2014 Academic Year. The population was the English 3 Students of STAIN Pekalongan in the 2013/2014 Academic Year. It consists of four classes (128 students). The writer used cluster random sampling to get the sample. It consists of two classes: (1) 32 students of A class, and (2) 32 students of B class. The data analysis shows the following findings : (1) Note Taking Pairs is more effective than Direct Instructional Method for teaching reading to the English 3 students of STAIN Pekalongan in the 2013/2014 academic year; (2) The students who have high interest have better reading skill than the students who have low interest of the English 3 students of STAIN Pekalongan in the 2013/2014 academic year; and (3) There is an interaction between teaching methods and students’ interest in teaching reading to the English 3 students of STAIN Pekalongan in the 2013/2014 academic year.Hopefully, the result of this research will be useful for lecturers in order to choose and determine the suitable teaching method used in their class.
Co-Authors ., Agustiawan A. Tubagussurur AA Sudharmawan, AA Abdul Haris Afrizal, Jeri Ahmad Muhajir, Ahmad Ahyar Muawwal Alda Yunita Lubis Aldy Atillah Lubis Alif Farhan Habibie Alvi Syahrin AM. M. Hafidz MS Andika Saputra Siregar Anis Tatik Maryani Annisah Nur Hasibuan Antoinette, Cheriel Leily Arfan Yunus Arianti Asnawi Abdullah Asni Deselia Khairunnisa ASWANDI Awaluddin Azwar, Jaili Basri Aramico, Basri Chairil Anwar Chairul Bariah Chairunnisah Ramadhanti COANDY, RONALDO YUSUF Cut Nelly Damsar De Buck, Olivia Angelytha Dedik Budianta Deni Alamsah Devi Eka Yulita Tarigan Dimas Hindrawan Dini Ayu Shafira Dini Otafiana Dt. Ananda Farkhie Dwi Jayanti Dzaky, Vicky E.Y.Yusuf Edi Yunara Ediwarman Edy Ikhsan Ekaputra, Mohammad Elis Kartika Elya Rosa Br. Sembiring Elyakim Nova Supriyedi Patty, Elyakim Nova Supriyedi Fauza, Saniar Fikri Batara Ellung Firdaus Sulaiman, Firdaus Fitra Gustiar, Fitra Fitri Asniah Fitria, Nanda Fitriani, Dita Gunanto, Marcus Priyo Habibie, Maulana Hamid Samiaji, Mukhamad Hasrat Efendi Samosir Haswati, Desty Hauzan, Muhammad Rafly Fariz Hellen Permatasari Helmiah Heri Junedi Herman Supriantono Hermansyah Hermansyah I Komang Damar Jaya I.Sari Ibnu Affan Ibrahim Idham Hasibuan, Rahmi Ramadhani, Ifrah Julaiha Ika Rezvani Aprita Ilmi Khodijah Ilza Vanilla Indah Lestari, Laras Indra Maulana, Indra Indragiri, Yoyon Indrayani Intan Sari Irfanita Nurhidayah Irmawati Irmayani Pawelloi Ishak, Nurkhasanah Ismansyah Ismar Hamid Jayaputra Jayawarsa, A.A. Ketut Jerry Heikal Jhon Tyson Pelawi, Jhon Tyson Joko Purwanto Julistyono Widodo KAREBA, ANDI MUAMMAR Khairul Huda Khairunnisa, Mutia Khomsiyatun, Umi Kurnia Kusnandi Kustiawan Ledy Setiawati Lie Lie Lilis Suryani Lubis, Rahmi Yulanda Yenni Lubis, Risky Yaskinah Lukman M Arpah M. Hafiz Fathony M. Marthoenis M. Umar Harun M.Arfah Madiasa Madiasa Ablisar Madiasa Ablisar Maisyarah, Renny Manalu, Simon Patar Rizki Manurung, Fajar Rudi MARIA BINTANG Maryani, Neni Maulana Muslim Hrp Mery Hasmeda Mhd. Idrus Tanjung Miftahul Janah, Miftahul Mikha Gusta, Yohana Serevina Minda Riskiyah Mohammad Sofyan S. Thayf Muammar Khaddafi Muhammad Arpah Muhammad Bahri Simbolon Muhammad Basri Muhammad Fajar Erdiawan Muhammad Yamin Lubis, Muhammad Yamin Muhammad Yusuf Batubara MULYANI MUNAWAR Muzakkir, Suheir Nabila Fikri Nasution, M. Afif Herliandi Negara, Zaidan P. Neneng Julianti Nilfatri Nining Anggeraini Nizlel Huda Novianti, Suci Tiara Nur Asiah Nur Azizah Nur Hasanah Nurhidayat, Asep Endih Nursida. Zinatal Hayati, Rofika Nofri Yandra. Nurul Fitrah Oktaviani Oktaviani Pandiangan, Rodo Venesia H. Perdana, Tiara Selvia Prasetya, Antonius Indra Dharma pratiwi, Debby Pricilia, Cindy Puspita, Della Putri, Famelga Clea R, Selpi Rafiqoh lubis Rahma Ashari Hamzah Rahmadianty, Pritha Rahman Rahmi, Alfiatur Ramdani, Dilan Dasti Ramlah Amaliah Rasmi Rayhan Fauzan Renny Reny Refitaningsih Peby Ria Ria, Rofiqoh Purnama Riadotul Jannah Rijal, Muhammad Syaiful Rijal, Muhammad Syaipul Riono, Yoyon Ririanti Riskiah Nur Ritonga, Patimah Rohati Romli Romli, Romli Rosmalinda Rosnawati Rosnidar Sembiring Sabaruddin Safira, Adira Salam, Ismail Abdi Salmin Samuel Yoshua Sibarani Sanjaya, Irfan Nuri Saputri, Devi Rohani Saudah Savira Nurviriana Sembiring, Petricia Br Sembiring, Rinawati Shaqila, Faza Sigit Raharjo Sinaga, Riana Miranda Siti Annisa Nst Siti Hidayati Siti Nur Aisyah Siti Zulaikha Sri Astuti Iriyani Sri Winarni Sudirman Suhartono Sukarja, Detania Sulistyaningsih, Lidwina N. Suraiya Nazlia Suri Purnama Febri Syafira Mahfuzi Ardiyati Syarif, Zulfahmi Thalia Lively Tini Haryani Umi Kasanah Untung Suwardoyo Utari, Siti Plavia Valentina Hura, Martha Sarah Vita Cita Emia Tarigan wahyuni, Nurrahmi Wangsa, Frans Junior Wessy Trisna Widaningsih, Ida Wildan Nur Hidayat Y.Riono Yati Sharfina Desiandri yati, Mulyati Yaya S. Kusumah Yeni Sandy Bangun, Yeni Sandy Bangun yulia Yulia Rahmi Yunus H, Ismail Zulfhi Surya, Roberta