JTIT Jurnal Teknologi Informasi dan Terapan最新文献_第3页

The Evaluation of PDDIKTI User Acceptance Using The Unified Theory of Acceptance and Use of Technology Approach 基于技术接受与使用统一理论的PDDIKTI用户接受度评价

JTIT Jurnal Teknologi Informasi dan Terapan Pub Date : 2023-08-29 DOI: 10.60083/jidt.v5i3.389

Asri Ady Bakri, Antonius Rino Vanchapo, Syeh Assery, Elvira M. Usulu, Labu Juli

{"title":"The Evaluation of PDDIKTI User Acceptance Using The Unified Theory of Acceptance and Use of Technology Approach","authors":"Asri Ady Bakri, Antonius Rino Vanchapo, Syeh Assery, Elvira M. Usulu, Labu Juli","doi":"10.60083/jidt.v5i3.389","DOIUrl":"https://doi.org/10.60083/jidt.v5i3.389","url":null,"abstract":"The scope of this research is about a database application system called Feeder PDDIKTI, where the application can be used as a complete data storage medium by all universities in Indonesia, both university data, lecturer data, study program data, and student data. However, in its application there are still some weaknesses that are felt by users while using the system.The purpose of study is to determine how well-liked the program is by users and to find out what factors affect user acceptance of the application using the modified Unified Theory of Acceptance and Use of Technology (UTAUT) model, whose data testing is assisted by using IBM SPSS. Thus, of the seven hypotheses put forth by the researcher, five are accepted, including Performance Expectancy, Social Influence, and Perceived Credibility, which are all shown to have a significant positive impact on behavioral intention in user acceptance. Facilitating Conditions and Behavioral Intention also have a significant positive impact on use behavior in user acceptance, while Effort Expectancy and Anxiety are shown to have no significant influence.","PeriodicalId":33488,"journal":{"name":"JTIT Jurnal Teknologi Informasi dan Terapan","volume":"106 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81020246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Implementation of Gradient Boosted Tree, Support Vector Machinery and Random Forest Algorithm to Detecting Financial Fraud in Credit Card Transactions 梯度增强树、支持向量机和随机森林算法在信用卡交易金融欺诈检测中的实现

JTIT Jurnal Teknologi Informasi dan Terapan Pub Date : 2023-08-22 DOI: 10.60083/jidt.v5i3.386

Ferdinand Salomo Leuwol, Asri Ady Bakri, Muhsin N. Bailusy, Hari Setia Putra, Ni Ketut Sukanti

{"title":"Implementation of Gradient Boosted Tree, Support Vector Machinery and Random Forest Algorithm to Detecting Financial Fraud in Credit Card Transactions","authors":"Ferdinand Salomo Leuwol, Asri Ady Bakri, Muhsin N. Bailusy, Hari Setia Putra, Ni Ketut Sukanti","doi":"10.60083/jidt.v5i3.386","DOIUrl":"https://doi.org/10.60083/jidt.v5i3.386","url":null,"abstract":"According to Google Trends data, machine learning-based credit card identification has grown over the last five years, at the very least, across all nations. In order to detect credit card fraud in this study, the authors will use machine learning methods such random forests, support vector machines, and gradient-boosted trees. The authors used the Synthetic Minority Oversampling Technique (SMOTE) and Random Under Sampling (RUS) sampling methods in each algorithm to compare because there was a class imbalance in this investigation. The research findings demonstrate that the author's algorithm and sample technique were successfully used, as shown by the AUC values obtained for each being > 0.7. The top score in RUS was 0.7835 using the Random Forest algorithm, whereas the greatest score in SMOTE was 0.73 with the Gradient Boosted Trees approach. The Random Forest algorithm and the Random Under Sampling (RUS) technique are developed as a result of this research, and they are useful for identifying fraudulent credit card transactions.","PeriodicalId":33488,"journal":{"name":"JTIT Jurnal Teknologi Informasi dan Terapan","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135715878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Serangan Cyber dan Kesiapan Keamanan Cyber Terhadap Bank Indonesia

JTIT Jurnal Teknologi Informasi dan Terapan Pub Date : 2023-08-21 DOI: 10.60083/jidt.v5i3.364

Irwan Dermawan, Asmat Baidawi, Iksan, Selly Mellyana Dewi

{"title":"Serangan Cyber dan Kesiapan Keamanan Cyber Terhadap Bank Indonesia","authors":"Irwan Dermawan, Asmat Baidawi, Iksan, Selly Mellyana Dewi","doi":"10.60083/jidt.v5i3.364","DOIUrl":"https://doi.org/10.60083/jidt.v5i3.364","url":null,"abstract":"Dengan perkembangan teknologi informasi, para penjahat menggunakan berbagai ruang cyber untuk meningkatkan kejahatan cyber. Risiko dan serangan cyber telah berkembang menjadi area utama yang menjadi perhatian. Karena telah terjadi peningkatan yang sangat besar dalam serangan cyber, serangan-serangan tersebut menyebabkan serangkaian kerusakan pada proses perbankan yang kritis dan menyebabkan kerugian finansial yang sangat besar pada sistem. Untuk memoderasi kejahatan cyber dan ancaman cyber, industri keuangan berupaya menerapkan kecerdasan buatan dan keamanan siber lainnya untuk meningkatkan pengalaman pelanggan dan efisiensi proses perbankan. Dengan demikian, penelitian saat ini datang untuk menilai dan menguji pengalaman perbankan Indonesia dengan serangan cyber dengan mengungkap reaksi sistem keamanan cyber terhadap serangan cyber dan apakah serangan cyber mempromosikan intersistem bank dan memotivasi mereka untuk meningkatkan tindakan pencegahan mereka untuk menyelamatkan basis data dan server bank dari pelanggaran. Penelitian ini menggunakan kuesioner sebagai alat utama untuk mengumpulkan data responden tentang bagaimana mereka mengalami serangan cyber setidaknya dua tahun yang lalu. Temuan yang signifikan adalah bahwa bank-bank Indonesisa mempertahankan tingkat keamanan tertentu terlepas dari apakah ada serangan hebat atau tidak. Namun, beberapa responden masih berhati-hati dalam menggunakan layanan perbankan online karena rendahnya keamanan akses publik ke layanan internet di Indonesia.","PeriodicalId":33488,"journal":{"name":"JTIT Jurnal Teknologi Informasi dan Terapan","volume":"177 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86995316","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Systematic Literature Review: Pengaplikasian Metode VIKOR dalam Decision Support System 系统文献综述:Pengaplikasian Metode VIKOR dalam决策支持系统

JTIT Jurnal Teknologi Informasi dan Terapan Pub Date : 2023-08-19 DOI: 10.60083/jidt.v5i3.379

Dwi Utari Iswavigra, Lova Endriani Zen

{"title":"Systematic Literature Review: Pengaplikasian Metode VIKOR dalam Decision Support System","authors":"Dwi Utari Iswavigra, Lova Endriani Zen","doi":"10.60083/jidt.v5i3.379","DOIUrl":"https://doi.org/10.60083/jidt.v5i3.379","url":null,"abstract":"VIKOR adalah metode untuk mengatasi masalah dalam proses pengambilan keputusan multi-kriteria dalam sistem yang rumit/kompleks. Penelitian ini dilakukan dengan mencari dan mengumpulkan literatur yang relevan untuk mengkategorikan, menganalisis, dan mendiskusikan ilmu dan cakupan pembelajaran yang menggunakan metode VIKOR untuk aplikasi di berbagai bidang baik dibidang kesehatan, manufaktur, dll.. Penelitian yang dilakukan memiliki tujuan utama yaitu untuk menyajikan literature review dari salah satu metode pada Decision Support System (DSS) yaitu VlseKriterijuska Optimizacija I Komoromisno Resenje (VIKOR). VIKOR biasanya digunakan untuk mengevaluasi dan membandingkan keberlanjutan berbagai rencana energi atau teknologi energi dengan tujuan untuk memberikan dukungan keputusan dan memilih opsi berkelanjutan yang tepat dan signifikan. Literature Review dilakukan dengan mencari paper/jurnal di beberapa website terpercaya seperti Google Scholar, Crossref, dll. Penelitian ini meninjau total 10 paper/jurnal berbasis nasional dan internasional serta terakreditasi yang diambil mulai dari tahun terbit 2018 sampai 2023. Dari 10 paper/jurnal yang dibahas, diantaranya terkait dengan riset ilmiah dan pengambilan keputusan. Hasil dari penelitian ini menunjukkan bahwa teknik VIKOR dianggap efektif dan efisien dalam proses pengambilan keputusan dari berbagai aspek. Hasil review dari 10 literatur yang digunakan mengungkapkan bahwa sekitar 35 dari studi yang dipublikasikan yang melibatkan VIKOR terkait dengan penggunaan strategisnya dalam keputusan dan aplikasi manufaktur. Metode VIKOR juga dapat terintegrasi dengan metode lain seperti fuzzy. Gabungan 2 metode ini lebih banyak digunakan daripada metode VIKOR tradisional biasa. Selain itu, hasil review menunjukkan bahwa VIKOR cukup fleksibel untuk terus ditingkatkan dengan mengintegrasikannya dengan metode pengambilan keputusan multi-kriteria yang baru. Tinjauan pustaka ini dapat menjadi pedoman bagi para peneliti dan praktisi dalam menerapkan VIKOR di berbagai bidang.","PeriodicalId":33488,"journal":{"name":"JTIT Jurnal Teknologi Informasi dan Terapan","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135969477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The Implementation of End User Computing Satisfaction and Delone & Mclean Model to Analyze User Satisfaction of M.TIX Application 终端用户计算满意度及Delone & Mclean模型在M.TIX应用用户满意度分析中的应用

JTIT Jurnal Teknologi Informasi dan Terapan Pub Date : 2023-08-18 DOI: 10.60083/jidt.v5i3.383

Dendy K Pramudito, Susi Arijanti, Arief Yanto Rukmana, Dedy Setyo Oetomo, Kraugusteeliana Kraugusteeliana

{"title":"The Implementation of End User Computing Satisfaction and Delone & Mclean Model to Analyze User Satisfaction of M.TIX Application","authors":"Dendy K Pramudito, Susi Arijanti, Arief Yanto Rukmana, Dedy Setyo Oetomo, Kraugusteeliana Kraugusteeliana","doi":"10.60083/jidt.v5i3.383","DOIUrl":"https://doi.org/10.60083/jidt.v5i3.383","url":null,"abstract":"This study aims to identify the elements that affect user satisfaction and the degree of user satisfaction with the online ticket application. This study makes use of the End User Computing Satisfaction (EUCS) model's development model, which includes three DeLone and McLean variables system quality, information quality, and service quality along with five EUCS model variables: content, accuracy, format, timeliness, and ease of use. The population of this study is made up of frequent users of Android-based online ticketing applications. Respondents were selected from as many as 175 respondents to be the research sample using the purposive sampling technique. Data analysis was carried out using the PLS-SEM approach with SmartPLS tools. The results showed that users were satisfied using the online ticket application, and out of eight hypotheses, two were rejected and 6 were accepted. So that the factors that influence user satisfaction in online ticket applications are accuracy, ease of use, timeliness, system quality, information quality, and service quality.","PeriodicalId":33488,"journal":{"name":"JTIT Jurnal Teknologi Informasi dan Terapan","volume":"27 2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78109207","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 16

Application of Unified Theory of Acceptance, Use of Technology Model and Delone & Mclean Success Model to Analyze Use Behavior in Mobile Commerce Applications 应用统一接受理论、技术使用模型和Delone & Mclean成功模型分析移动商务应用中的使用行为

JTIT Jurnal Teknologi Informasi dan Terapan Pub Date : 2023-08-17 DOI: 10.60083/jidt.v5i3.382

Dendy K Pramudito, A. Nuryana, Syeh Assery, Hery Purnomo, Asri Ady Bakri

{"title":"Application of Unified Theory of Acceptance, Use of Technology Model and Delone & Mclean Success Model to Analyze Use Behavior in Mobile Commerce Applications","authors":"Dendy K Pramudito, A. Nuryana, Syeh Assery, Hery Purnomo, Asri Ady Bakri","doi":"10.60083/jidt.v5i3.382","DOIUrl":"https://doi.org/10.60083/jidt.v5i3.382","url":null,"abstract":"In order to assist businesses, create more efficient solutions and get the greatest benefits from these applications, this research was undertaken with the primary goal of identifying the elements that influence the behavior of utilizing food service applications and enhancing their use. Three variables from the Delone & Mclean IS Success Model and the measurement model, UTAUT, are used in this study's quantitative methodology. Users of food service applications on the island of Java make up the study's population. A total of 150 people responded to the samples. Purposive sampling was used to collect samples. Data analysis using SmartPLS version 4 and the PLS-SEM methodology. Five of the seven factors examined in the study of interest and usage behavior were found to be valid. This means that the use of food service applications can improve performance, assisted by supporting facilities and systems of good quality, so that it can affect the level of user acceptance of the food service application. This research can provide startups with an understanding of the factors that influence their application usage behavior, with the aim of increasing the acceptance and use of food service applications.","PeriodicalId":33488,"journal":{"name":"JTIT Jurnal Teknologi Informasi dan Terapan","volume":"28 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77148129","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 13

Analisis Pharming Dalam Cyber Crime di Layanan Mobile Banking

JTIT Jurnal Teknologi Informasi dan Terapan Pub Date : 2023-07-09 DOI: 10.37034/jidt.v5i2.362

J. Informasi, dan Teknologi, I. Darmawan, Siti Ririn Sutarsih, Ulfatul Hasanah, Alfin Firdaus, Kata Kunci, Pharming, Kejahatan Siber, Layanan Perbankan Mobile, Keamanan Transaksi

引用次数: 0

Merancang Jaringan Sensor Nirkabel dan IoT untuk Kota Pintar Pamekasan 为智能城市pame卡桑设计了大量的无线传感器网络

JTIT Jurnal Teknologi Informasi dan Terapan Pub Date : 2023-07-09 DOI: 10.37034/jidt.v5i2.331

Asmat Baidawi

引用次数: 0

Prediksi Nilai Ujian Sekolah Siswa SMK Plus Padjadjaran Berbasis Web Menggunakan Jaringan Syaraf Tiruan Backpropagation

JTIT Jurnal Teknologi Informasi dan Terapan Pub Date : 2023-07-09 DOI: 10.37034/jidt.v5i2.370

J. Informasi, Dan Teknologi, Alun Sujjada, Somantri, Aden Rahmat Ramdani, Khadijah Kibtiyah, Mega Putri Utami, Muhamad Ridwan Nullah

{"title":"Prediksi Nilai Ujian Sekolah Siswa SMK Plus Padjadjaran Berbasis Web Menggunakan Jaringan Syaraf Tiruan Backpropagation","authors":"J. Informasi, Dan Teknologi, Alun Sujjada, Somantri, Aden Rahmat Ramdani, Khadijah Kibtiyah, Mega Putri Utami, Muhamad Ridwan Nullah","doi":"10.37034/jidt.v5i2.370","DOIUrl":"https://doi.org/10.37034/jidt.v5i2.370","url":null,"abstract":"Pendidikan adalah proses pembelajaran dan pengembangan potensi diri manusia yang terdiri dari kegiatan formal dan informal yang bertujuan untuk mengembangkan kemampuan intelektual, sosial, moral, dan emosional individu. Dalam konteks kegiatan belajar mengajar, nilai menjadi aspek yang sangat penting dan tidak dapat diabaikan. Oleh karena itu, penting bagi siswa untuk memberikan yang terbaik dalam setiap penilaian semester agar dapat meraih prestasi akademis yang lebih baik dan menggapai cita-citanya di masa depan. Prediksi nilai merupakan upaya untuk meningkatkan semangat siswa dalam persiapan menghadapi ujian maupun penilaian di semester mendatang agar mencapai target nilai yang memuaskan. Metode prediksi yang digunakan pada peneilitian ini adalah Jaringan syaraf tiruan atau Artificial Neural Network. Jaringan syaraf tiruan adalah model komputasi yang terinspirasi oleh jaringan syaraf biologis. Program ini berguna untuk memprediksi nilai ujian sekolah siswa dengan memanfaatkan sampel dari nilai semester sebelumnya, yaitu semester 1 sampai 4. Program ini bertujuan agar siswa mendapat gambaran nilai ujian sekolah mereka. Yang diharapkan dapat memotivasi siswa agar lebih meningkatkan semangat belajar dan melakukan yang terbaik dalam melaksanakan ujian. \u0000 \u0000 ","PeriodicalId":33488,"journal":{"name":"JTIT Jurnal Teknologi Informasi dan Terapan","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81119614","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Transformasi Jaringan Telekomunikasi dengan Teknologi 5G: Tantangan, Potensi, dan Implikasi 电信网络与5G技术的转型:挑战、潜力和影响

JTIT Jurnal Teknologi Informasi dan Terapan Pub Date : 2023-07-09 DOI: 10.37034/jidt.v5i2.357

J. Informasi, Dan Teknologi, Nirwana Haidar, Fauzan Prasetyo, Eka Putra, Ulfa Hasanah, S. Sutarsih

引用次数: 0