Jurnal Manajemen Informatika (JAMIKA)最新文献

{"title":"Sistem Pendukung Keputusan Penentuan Peringkat Warga Teladan Menggunakan Metode Analytical Hierarchy Process pada Lingkungan Rukun Tetangga","authors":"Tri Yulianto, L. P. Hasugian","doi":"10.34010/jamika.v12i1.6440","DOIUrl":"https://doi.org/10.34010/jamika.v12i1.6440","url":null,"abstract":"Giving rewards to exemplary citizens is one way to improve the quality of residents in the neighborhood of RT 05 RW 10, Dago Village, Coblong District, Bandung City in maintaining and advancing their environment. Residents are selected based on the attributes of the completeness of mandatory dues payment and the best patrol attendance. However, the problem is that there are several residents who have the same attributes of completeness so that the head of the RT has difficulty deciding the ranking of exemplary citizens. One solution is through the development of a Decision Support System (DSS) using the Analytical Hierarchy Process (AHP) method in determining the priority of choices from several alternatives. The DSS was developed through the use of the prototype method, starting with collecting user requirements, building and improving mock-up, to testing mock-up. The result of this research is a decision support system with a case study of determining the ranking of exemplary citizens using the AHP method which requires five criteria as an assessment, namely discipline (paying mandatory fees), patrol attendance, cleanliness, mutual cooperation, and critical thinking. As an alternative, there are five residents, namely Suwagi, Purwanto, Ahmad, Agus H, and Sadimin. As a result, Purwanto took first place with a final score of 0.2876, followed by Ahmad 0.2291, Suwagi 0.2111, Agus H 0.1556, and Sadimin 0.1168. The results of this study interpret that the purpose of developing a decision support system using the AHP method is to facilitate the RT head in determining the ranking of exemplary citizens.","PeriodicalId":264014,"journal":{"name":"Jurnal Manajemen Informatika (JAMIKA)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121750366","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}

{"title":"Sistem Prediksi Jumlah Produksi Baju Menggunakan Weighted Moving Average","authors":"Sri Nurhayati, A. Syafiq","doi":"10.34010/jamika.v12i1.6680","DOIUrl":"https://doi.org/10.34010/jamika.v12i1.6680","url":null,"abstract":"Currently, technological advances for information processing are growing very rapidly. This information technology has been used in various fields in everyday life. By using this technology, it is hoped that the work will be faster and more efficient. Due to being able to manage information more quickly and efficiently, it is possible for every company in its work process to use this technology, one of which is the production process. The production process is the process of making or providing use value to an item. This process is one of the important processes because if there is a shortage or excess in the amount of production it will affect sales. Therefore, predictions are needed to estimate the number of products to be produced so that there is no shortage and excess production. In this study, a prediction system will be made where the data used is taken from the Ummajee Store which is a clothing store where the clothes sold are the results of their own production. The method used to determine the prediction of the amount of production using the Weighted Moving Average method, where this method has a different weighting technique for each given data. In this study to calculate the error in predicting the mean absolute percentage error (MAPE), while for the analysis of functional requirements the system uses the Unified Modeling Language (UML). The results of the research, the system has been running as needed and for the use of the method to get an error value of 21% so that the system with the Weighted Moving Average method can be used to predict the amount of production, as well as the system has been running in accordance with the analysis of functional requirements and the results of testing the user response system get the value of 92% which means that the system user states that the system can be used properly so that it can assist in making decisions to determine the amount of clothing production that will be produced in the next period.","PeriodicalId":264014,"journal":{"name":"Jurnal Manajemen Informatika (JAMIKA)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114855951","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}

{"title":"Sistem Penentuan Konsentrasi Jurusan Bagi Mahasiswa Informatika Menggunakan Metode K-Means Di Institut Asia Malang","authors":"Puji Subekti, Titania Dwi Andini, Mufidatul Islamiyah","doi":"10.34010/jamika.v12i1.6452","DOIUrl":"https://doi.org/10.34010/jamika.v12i1.6452","url":null,"abstract":"Specialization in the concentration of a major is a student's focus on a particular field of study according to his interests. The purpose of specialization is to focus students more on the knowledge gained from previous courses so that they can be more focused. In the Informatics Engineering study program at the Institute of Asia Malang, there are 3 concentrations, namely: Intelligent Systems; Multimedia and Games and, Computer Network Administration. The absence of a system that helps students choose the concentration of majors is quite difficult for students to know their academic abilities. By looking at these problems, this study aims to build a decision-making system in choosing the concentration of majors using the K-Means Clustering method. Where the data value of semester 1 to semester 4 students is used as a variable in the calculation of the k-means clustering method which is implemented using the PHP and MySQL programming languages. Based on the test results, it was found that in cluster 1 there were 3 students who entered the intelligent system concentration. In the second cluster, there are 20 students who are in the Multimedia and Game concentration, in the third cluster there are 56 students who are in the network concentration.","PeriodicalId":264014,"journal":{"name":"Jurnal Manajemen Informatika (JAMIKA)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125363213","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}

{"title":"Penilaian Maturity Level Perangkat Lunak Menggunakan CMMI-Dev 1.3 pada Aplikasi Manans MINT","authors":"Yumma Yustika Asmy, Leonardi Paris Hasugian","doi":"10.34010/jamika.v11i2.5523","DOIUrl":"https://doi.org/10.34010/jamika.v11i2.5523","url":null,"abstract":"The purpose of this study was to determine the Maturity Level achievement of the Manans MINT application from the software assessment process using CMMI-Dev 1.3 the extent to which application software development supports Manan's Farm business process activities. Capability Maturity Model Integration was chosen because it is an approach that provides important elements to improve company performance. Research aids in analyzing data use PIECES to identify and classify problems with the current system. The research method uses qualitative and quantitative descriptive writing techniques. In this study, Staged Representation is used as a process of grouping areas and RACI Chart to determine the appropriate respondents. The final result of this research is the calculation of Maturity Level results with recommendations for process improvement of the Manans MINT application software. Manans MINT is in mature position 2, namely Managed. The average condition of the readiness level for the calculation of Generic Practices has the required proportion and has been applied at 85%. Meanwhile, the maturity level of Specific Practices for REQM and PMC process areas is 90% and 72.5%, respectively. This research become the basis for improving the work system of the Manans MINT application so that the successful goal of building Manan's Farm can be achieved.","PeriodicalId":264014,"journal":{"name":"Jurnal Manajemen Informatika (JAMIKA)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130005855","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}

{"title":"Sistem Pendukung Keputusan Pemberian Kredit Berbasis Web Menggunakan Kombinasi Metode Analytical Hierarchy Process (AHP) dan Simple Additive Weighting (SAW)","authors":"Rifki Diva Riyanto, M. Yunus","doi":"10.34010/jamika.v11i2.4936","DOIUrl":"https://doi.org/10.34010/jamika.v11i2.4936","url":null,"abstract":"Abstrak \u0000Produk layanan yang diberikan oleh pihak bank diantaranya ialah kredit. Namun, ketidakakuratan analisis pemberian kredit dapat menyebabkan terjadinya kredit macet. Maka dari itu perlu diterapkan sistem pendukung keputusan terutama pada KSU DARMA Cabang Srono, Kabupaten Banyuwangi yang proses analisisnya masih manual. Pembangunan sistem tersebut memakai bahasa pemograman PHP dan MySQL yang dijadikan basis data  dan mengombinasikan metode AHP dan SAW. Kombinasi metode ini lebih baik daripada metode AHP atau SAW. Sistem dikembangkan dengan mengimplementasikan metode waterfall. Setelah sistem berhasil dibangun, dilakukan empat pengujian yaitu pengujian akurasi yang menghasilkan tingkat keakuratan 100%, pengujian black box testing yang menghasilkan sistem baik secara fungsional, pengujian white box testing menghasilkan sistem baik secara alur dan logika program, serta pengujian respon pengguna menghasilkan respon pengguna sangat baik terhadap sistem yang telah dibangun. \u0000Kata kunci: Sistem Pendukung Keputusan, Kredit, Web, Analytical Hierarchy Process, Simple Additive Weighting \u0000  \u0000  \u0000Abstract \u0000The service products provided by the bank include the credit. However, inaccurate analysis of credit disbursement can lead to bad credit. Therefore it is necessary to apply a decision support system, especially in the KSU DARMA Srono Branch, Banyuwangi Regency, where the analysis process is still manual. The system development uses the programming language PHP and MySQL which is used as a database and combines the AHP and SAW methods. This combination of methods is better than the AHP or SAW method. The system is developed by implementing the waterfall method. After the system was successfully built, four tests were carried out, namely accuracy testing which resulted in 100% accuracy, black-box testing which resulted in a functionally good system, white box testing producing a system both inflow and program logic, and testing user responses which resulted in very user responses good against the system that has been built. \u0000Keywords: Decision Support System, Credit, Web, Analytical Hierarchy Process, Simple Additive Weighting","PeriodicalId":264014,"journal":{"name":"Jurnal Manajemen Informatika (JAMIKA)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127620896","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}

{"title":"Implementasi QR Code pada Pengembangan Sistem Informasi Presensi Lokakarya dan Seminar","authors":"Rangga Sidik, K. Aryansyah","doi":"10.34010/jamika.v11i2.4676","DOIUrl":"https://doi.org/10.34010/jamika.v11i2.4676","url":null,"abstract":"Seminars and workshops are one of the efforts to distribute knowledge from experts. In its implementation, presence is one of the vital implementation components. The activity of the seminar presence is to confirm the attendance of the participants. However, there are still implementation issues in the activities of presence confirmation for participants. The purpose of this research is to analyze, design, implement the technology of QR code to propose the new system in the activities of presence confirmation in the seminars. The research uses descriptive research method with object-oriented design approach and the prototyping model as a system development method. The research result is a web-based seminar presence information system that is expected to handle the issues with better procedures for both participant and event organizer.","PeriodicalId":264014,"journal":{"name":"Jurnal Manajemen Informatika (JAMIKA)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122507466","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}

{"title":"Perbandingan Metode Evaluasi Usability Antara Heuristic Evaluation dan Cognitive Walkthrough","authors":"Lit Malem Ginting, Grady Sianturi, Christina Vitaloka Panjaitan","doi":"10.34010/jamika.v11i2.5480","DOIUrl":"https://doi.org/10.34010/jamika.v11i2.5480","url":null,"abstract":"Usability evaluation is needed to identify and analyze usability problems in an application. This study will compare the results of usability evaluation with Heuristic Evaluation and Cognitive Walkthrough methods on the SIMRS Del Egov Center web from the aspects of usability problems found, the level of usability problems, and end user responses that will be evaluated using usability testing to find a more effective method of finding usability problems. Heuristic Evaluation will refer to the 10 heuristic principles proposed by Jacob Nielsen, while Cognitive Walkthrough, the expert will follow the task provided by the researcher. The results showed that the results of the evaluation conducted by Heuristic Evaluation found more usability problems in aspects: efficiency, memorability and satisfaction, while Cognitive Walktrough found more usability problems in aspects: learnability and error. In the severity rating aspect, Cognitive Walktrough is more effective in finding usability problems with a higher severity level, with an average of 3, while heuristic evaluation with an average of 2. In the aspect of end user responses to websites based on usability testing, Heuristic Evaluation has a SUS score which is higher at 57, while Cognitive Walktrough has an SUS score of 54.5. This shows that based on these three aspects, the Heuristic Evaluation method is better at finding usability problems in the SIMRS Del Egov Center application study object. \u0000 ","PeriodicalId":264014,"journal":{"name":"Jurnal Manajemen Informatika (JAMIKA)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121779200","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}

{"title":"Data Mining Prediksi Minat Calon Mahasiswa Memilih Perguruan Tinggi Menggunakan Algoritma C4.5","authors":"C. Nas","doi":"10.34010/jamika.v11i2.5506","DOIUrl":"https://doi.org/10.34010/jamika.v11i2.5506","url":null,"abstract":"The city of Cirebon has many diverse private universities and offers a variety of majors. Due to a large number of existing private universities, the competition between universities to attract prospective new students is very tight. So to be able to compete with these universities, the campus needs to predict the interest of prospective new students by knowing what factors are driving prospective new students to choose colleges. The purpose of this study was to predict the interest of prospective students in choosing a college. In this study, the data processed are the results of a survey conducted on prospective new students in the D3-Informatics Management Study Program. There are 25 sample data as training datasets with 5 assessment data. The data will be processed using the Data Mining process with the Classification Method. Furthermore, with the C4.5 algorithm in the Classification method, iterations are obtained up to node 4 with 3 assessment data which are factors in determining the interest of prospective students in the study program. Furthermore, the results of data processing using the classification method with the C4.5 algorithm were tested using Rapid Miner Software, which obtained a 100% accuracy rate with 120 testing datasets. The final result of using Data Mining with the C4.5 algorithm has been able to predict the interest of prospective new students based on assessment factors in choosing universities.","PeriodicalId":264014,"journal":{"name":"Jurnal Manajemen Informatika (JAMIKA)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127862081","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}

{"title":"Survei Literatur: Deteksi Berita Palsu Menggunakan Pendekatan Deep Learning","authors":"Rio Yunanto, Apriani Puti Purfini, Angga Prabuwisesa","doi":"10.34010/jamika.v11i2.5362","DOIUrl":"https://doi.org/10.34010/jamika.v11i2.5362","url":null,"abstract":"Social media has become an inseparable part of everyday life in modern society to make it easier to interact and communicate with each other. The purpose of this study is to review and compare the deep learning methods implemented in the case of detecting fake news from several previous studies, and to get an overview of the corpus or dataset used by previous studies. This research is also to help researchers identify and map the use of deep learning algorithms in cases of detecting fake news. The research method is conducting a literature survey of 12 literatures obtained from the ScienceDirect and IEEE Xplore websites. The collection of literature that has been surveyed is selected based on the year published in 2021 with the topic of research on detection of fake news using a deep learning approach. The results of this study summarize that the strategy to detect fake news can be done with four approaches, based on the content, based on the writing style, based on the distribution pattern, and based on the credibility of the source. The results of this research also show that the Convolutional Neural Network algorithm is a favorite of researchers by appearing 6 times in the literature collection. The next favorite algorithm is Long Short Term Memory which appears in 5 literatures and Bidirectional LSTM which appears in 4 literatures.","PeriodicalId":264014,"journal":{"name":"Jurnal Manajemen Informatika (JAMIKA)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134183220","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}

{"title":"Sistem Informasi Pelayanan Masyarakat pada Kantor Desa Tanimulya Kabupaten Bandung Barat","authors":"I. Riady, Leonardi Paris Hasugian","doi":"10.34010/jamika.v10i1.2885","DOIUrl":"https://doi.org/10.34010/jamika.v10i1.2885","url":null,"abstract":"Peran sebuah kantor desa dalam wilayah pedesaan merupakan hal yang penting dalam pelayanan masyarakat terutama yang berhubungan dengan administratif. Saat ini proses administratif masyarakat di Kantor Desa Tanimulya seperti pembuatan berbagai surat pengantar/keterangan masih dilakukan secara konvensional dan tidak terorganisir, sehingga seringkali terjadi antrian yang menumpuk di Kantor Desa Tanimulya. Warga Desa Tanimulya juga seringkali mengeluhkan sulitnya melakukan pelaporan dan pengaduan terhadap berbagai hal atau memberikan saran untuk kemajuan desa. Selain itu, tidak adanya media informasi yang mudah diakses oleh warga menyebabkan warga kesulitan dalam mengakses informasi atau berita penting yang dikeluarkan oleh Kantor Desa Tanimulya. Untuk itu Penulis mengemukakan bagaimana merancang dan membangun sistem informasi pelayanan masyarakat Desa Tanimulya dalam menyelesaikan permasalahan tersebut. Penulis melakuan pengumpulan data primer dan sekunder, menganalisis data, merancang dan membangun menggunakan model prototipe dengan alat bantu Unified Modelling Language, menguji menggunakan metode black box, dan mengimplementasikan secara menyeluruh. Alhasil sistem informasi yang dibangun berbasis website dalam jaringan internet melibatkan masyarakat, ketua RT, ketua RW, staf dan kepala Desa Tanimulya. Dengan adanya sistem informasi tersebut mampu mengefisiensikan pelayanan administratif masyarakat dan mengefektifikan distribusi informasi kepada masyarakat Desa Tanimulya.","PeriodicalId":264014,"journal":{"name":"Jurnal Manajemen Informatika (JAMIKA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130251470","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}