JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH)
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<![CDATA[An Information System for Converting of ’Merdeka Belajar Kampus Merdeka’ Programs ]]>
<![CDATA[Dian Ramadhani]]>;
<![CDATA[Al Aminuddin]]>;
<![CDATA[Yanti Andriyani]]>;
<![CDATA[Evfi Mahdiyah]]>;
<![CDATA[Riki Ario Nugroho]]>
<![CDATA[ Journal of Information System Research (JOSH) Vol 4 No 2 (2023): January 2023 ]]>
Publisher : <![CDATA[Forum Kerjasama Pendidikan Tinggi (FKPT) ]]>
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DOI: 10.47065/josh.v4i2.2320
<![CDATA[Merdeka Belajar Kampus Merdeka (MBKM) program enables universities to convert independently the programs into department courses hence those can be considered as its course credits. MBKM program guideline requires universities, specifically departments, to carefully convert MBKM program since they have to consider Program Learning Outcomes (PLO) and relevancy of courses in the conversion process. To follow the guideline, departments must explore learning outcomes of each courses and learning outcome of the programs. The job is certainly time and resource consuming. Therefore it needs to be supported by a reliable strategy and system to manage efficiently and effectively relational data between MBKM program, PLO and courses. Through these data, departments then enable to identify quickly related courses with those programs. This paper introduces a model to represent the conversion strategy. We then developed in-house application called e-OBE to implement the model to enable the departments to map PLO, MBKM program and course data efficiently and effectively. The mapping data can be used to retrieve department courses quickly in which their PLO are linked with MBKM program PLO. Finally, a recommendation based on text similarity from courses and MBKM program can be generated automatically to support department decision in the conversion process.]]>
<![CDATA[Rancangan User Interface/User Experience Pelacakan Hasil Panen Serai Wangi Menjadi Minyak Menggunakan Metode Design Sprint ]]>
<![CDATA[Putri Winly Apriliani]]>;
<![CDATA[Pristi Sukmasetya]]>
<![CDATA[ Journal of Information System Research (JOSH) Vol 4 No 2 (2023): January 2023 ]]>
Publisher : <![CDATA[Forum Kerjasama Pendidikan Tinggi (FKPT) ]]>
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DOI: 10.47065/josh.v4i2.2375
<![CDATA[The development of technology in the digital era can now be used to do business with the help of technology. The system can be visualized through UI(User Interface)/UX(User Experience). One method to do UI/UX is to use the design sprint method. With the form of system visualization, it can make it easier for Users or business actors to run a business, especially in tracking systems. The main focus of this research is to design the design of a system that uses the yield of citronella yields into petroleum design sprint. The results of the design will be tested for potential Users to get the test results from the application design that has been made. Having a tracking system in the process helps lemongrass entrepreneurs in monitoring the ongoing process. This reduces the incidence of citronella in the event of an accident or accident during the direct oil production process. In the test using the help of maze with a click error value in Scenario 1 (User tries to register) of 33.3%, Scenario 2 (User makes a harvest order) of 16.7% and Scenario 4 (User tries to add a bank account) while for Scenario 3 (User tries adding the address of the garden), Scenario 5 (User sees info about going orders) and Scenario 6 (User completes the harvest process by payment using QR) there is no click error when Usability takes place.]]>
<![CDATA[Kajian Model Backpropagation dan Hybrid ANFIS Dalam Memprediksi Pertumbuhan Penduduk di Kabupaten Karawang ]]>
<![CDATA[Tatang Rohana]]>;
<![CDATA[Jamaludin Indra]]>;
<![CDATA[Gugy Guztaman Munzi]]>
<![CDATA[ Journal of Information System Research (JOSH) Vol 4 No 2 (2023): January 2023 ]]>
Publisher : <![CDATA[Forum Kerjasama Pendidikan Tinggi (FKPT) ]]>
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DOI: 10.47065/josh.v4i2.2547
<![CDATA[Population growth rate prediction is a process of estimating the population in the future. Predictions are made so that the government can prepare strategic steps in anticipating the negative impact of an uncontrolled population increase. The research data is the population of Karawang Regency from 2011 to 2020. Backpropagation and Hybrid ANFIS are the models used in this study. The purpose of this study was to determine the RMSE value and scatter data formed from the results of the ANFIS Backpropagation and Hybrid training models in predicting population growth rates in Karawang Regency. In addition, this study is intended to determine the level of accuracy of the two models. The research step begins with research data validation, preprocessing, training and testing, as well as accuracy testing. Accuracy testing uses the Mean Absolute Percentage Error (MAPE) method. Backpropagation and Hybrid models in predicting the rate of population growth have worked well. This can be seen from the training results of the two models. Backpropagation model has the best RMSE of 0.0328 and Hybrid has the best RMSE of 0.021884. The results of the analysis of the accuracy of predicting population growth rates for 2019 and 2020 that have been carried out, both models have a good level of accuracy. Backpropagation has an average accuracy rate of 84.76%, while the Hybrid model has an average accuracy rate of 93.71%. Based on the results of accuracy testing, the Hybrid model has a better level of accuracy than the Backpropagation model.]]>
<![CDATA[Analisis Kepuasan Pengguna BIMA Menggunakan Integrasi Model EUCS Delone Mclean dan Self-Efficacy ]]>
<![CDATA[Nurul Fitriani]]>;
<![CDATA[Sarah Astiti]]>;
<![CDATA[Rona Nisa Sofia Amriza]]>
<![CDATA[ Journal of Information System Research (JOSH) Vol 4 No 2 (2023): January 2023 ]]>
Publisher : <![CDATA[Forum Kerjasama Pendidikan Tinggi (FKPT) ]]>
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DOI: 10.47065/josh.v4i2.2658
<![CDATA[Technology modernization is developing so fast that people have become dependent on it. Technology has a major impact on human life. It plays a larger role in the life of a wider community, especially in education, where it plays a role as a knowledge provider. The information system is an integrated unit of information technology and an activity to support operations and management to use the technology. One of the information systems used in education is the Research and Community Service Information Base (BIMA). BIMA is an information system that reports research activities such as planning, implementation, and reporting. BIMA implementation is within the Academic Community of the Telkom Purwokerto Institute of Technology. However, BIMA still has several problems with the infrastructure and systems, creating dissatisfaction when users access it. Based on these conditions, an analysis of user satisfaction with BIMA is needed. This study uses the EUCS, Delone Mclean, and Self-Efficacy Model Integration. This study analyzes user satisfaction levels and determines which factors significantly affect BIMA user satisfaction. The testing technique used is SEM-PLS. Based on the test results, there are five variables with a significant effect. Information Quality, System Quality, and Self-Efficacy significantly affected User Satisfaction. Technical Support significantly affected System Quality, and System Quality variables significantly affected Information Quality. One hypothesis has no significant effect on User Satisfaction, namely the Technical Support variable with p-values > 0.05, which is 0.478 and the t-statistic value <1.64, which is 0.032.]]>
<![CDATA[Pengembangan Multimedia Interaktif Hewan Berbisa dengan Metode Multimedia Development Life Cycle ]]>
<![CDATA[Dasril Aldo]]>;
<![CDATA[Miftahul Ilmi]]>;
<![CDATA[Hariselmi Hariselmi]]>
<![CDATA[ Journal of Information System Research (JOSH) Vol 4 No 2 (2023): January 2023 ]]>
Publisher : <![CDATA[Forum Kerjasama Pendidikan Tinggi (FKPT) ]]>
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DOI: 10.47065/josh.v4i2.2669
<![CDATA[The problem that is the main focus of this research is the lack of interesting interactive multimedia-based educational information media as a provider of information about venomous animals. This information should also be a concern because these venomous animals are very dangerous, especially for children who still lack information about this. The aim of this research is to become a source of educative information to the public, especially children, about venomous animals as attractive as possible and easy to use. Interactive multimedia is one solution to this problem. The Multimedia Development Life Cycle method is used as a guide in building interactive multimedia with the stages of Concept, Design, Material Collecting, Assembly, Testing and Distribution. From the results of testing in alpha testing all the features in this interactive multimedia can run well. With the results of beta testing on 30 respondents, they get a rating of 4.54 out of 5, so this interactive multimedia is very good and suitable for use as an educative information medium about venomous animals.]]>
<![CDATA[Penerapan Algoritma C.45 Untuk Analisis Pengadaan Peralatan dan Mesin Kantor ]]>
<![CDATA[Amalia Iftitah]]>;
<![CDATA[Resad Setyadi]]>
<![CDATA[ Journal of Information System Research (JOSH) Vol 4 No 2 (2023): January 2023 ]]>
Publisher : <![CDATA[Forum Kerjasama Pendidikan Tinggi (FKPT) ]]>
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DOI: 10.47065/josh.v4i2.2673
<![CDATA[Badan Keuangan dan Aset Daerah (BKAD) of Banyumas Regency is an agency under the auspices of the regional central government of Banyumas Regency. BKAD Banyumas Regency has various types of Kartu Inventaris Barang(KIB) which are still not well managed, namely KIB office equipment and machines and make it difficult to procure office equipment, so a decision support system is needed to predict the proposed procurement of office equipment and machines. This prediction is made with the aim of facilitating the asset sub-sector in particular in carrying out the task. This prediction has benefits in implementing the replacement of office equipment and machines that can be managed properly according to employee needs so that employee performance is maximized. Methods of data collection using survey methods, literature, and interviews with members of the asset sub-sector. The data processing method in this report uses a quantitative method with the C.45 algorithm. An analysis of the prediction of proposing office equipment and machines using the C.45 algorithm with the help of the Rapidminer Application is able to provide results in the form of a decision tree that can be used by members of the asset sub-sector in making decisions. Based on the predicted results for proposing the procurement of office equipment, all equipment whose year of purchase/procurement was less than or equal to 1998, equipment in damaged condition with a year of purchase/procurement of more than 1998, equipment made of plastic/ebonite and plastic in poor condition with year of purchase/procurement more than 1998.]]>
<![CDATA[Penerapan Algoritma Naïve Bayes Dalam Memprediksi Pengusulan Penghapusan Peralatan dan Mesin Kantor ]]>
<![CDATA[Isfida Tyas Monowati]]>;
<![CDATA[Resad Setyadi]]>
<![CDATA[ Journal of Information System Research (JOSH) Vol 4 No 2 (2023): January 2023 ]]>
Publisher : <![CDATA[Forum Kerjasama Pendidikan Tinggi (FKPT) ]]>
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DOI: 10.47065/josh.v4i2.2674
<![CDATA[Badan Keuangan dan Aset Daerah (BKAD) of Banyumas Regency is the implementing element of the regional government in the areas of regional taxes, financial management and assets led by a Head of Agency who is located under and is responsible to the Mayor through the Regional Secretary. Badan Keuangan dan Aset Daerah (BKAD) of Banyumas Regency. has various types of Kartu Inventaris Barang (KIB) which are still not well managed, namely office equipment and machines, so a decision support system is needed to predict the removal of office equipment and machines. The use of data mining is done to help find out what equipment and machines are still suitable for use or not suitable for use every year in an institution. Data collection that is not careful in managing data can cause the allocation of funds not to be focused on replacing goods that are no longer feasible. Searching for information on datasets can be done with one of the Data Mining methods, namely the Naïve Bayes Algorithm using RapidMiner tools. The data set consists of 24 records with 3 attributes, namely the year of purchase or procurement, materials and conditions. The dataset is processed using the Naive Bayes algorithm and tested using a confusion matrix. An accuracy value of 100% is obtained which is categorized as a good classification.]]>
<![CDATA[Implementasi Algoritma Backpropagation Neural Networks Untuk Memprediksi Hasil Kinerja Dosen ]]>
<![CDATA[Samsudin Samsudin]]>;
<![CDATA[Ali Ikhwan]]>;
<![CDATA[Raissa Amanda Putri]]>;
<![CDATA[Mohammad Badri]]>
<![CDATA[ Journal of Information System Research (JOSH) Vol 4 No 2 (2023): January 2023 ]]>
Publisher : <![CDATA[Forum Kerjasama Pendidikan Tinggi (FKPT) ]]>
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DOI: 10.47065/josh.v4i2.2685
<![CDATA[In improving the quality of education in tertiary institutions, one of the efforts made to make it happen is to place qualified and professional educators or lecturers at these universities. A lecturer must have the ability to carry out the tridharma of higher education. A lecturer must also be able to follow the development of science and always be able to develop himself and have good teaching skills according to his field of knowledge, from planning, implementation to evaluation of learning. To predict the performance of lecturers using the Backpropagation Neural Networks algorithm. The design of the application to predict the performance of lecturers with the Backpropagation Neural Networks algorithm is done by determining the number of units for each layer. After the network is formed, training is carried out from the patterned data. Tests were carried out using Matlab software with several forms of network architecture. The architecture with the best configuration consists of 24 input layers, 20 hidden layers and 5 output layers. The results obtained from the test are predictions of lecturer performance which consist of Very Poor, Less, Enough, Good, Very Good. This assessment serves to evaluate the performance of lecturers in each semester at higher education institutions. with a test accuracy of 95%.]]>
<![CDATA[Aplikasi E-Commerce Galeri Lembaga Adat Melayu Riau Berbasis Mobile Menggunakan Flutter Menerapkan Metode Waterfall ]]>
<![CDATA[Andrian Wahyu]]>;
<![CDATA[Muhammad Affandes]]>;
<![CDATA[Pizaini Pizaini]]>;
<![CDATA[Yelfi Vitriani]]>;
<![CDATA[Iwan Iskandar]]>
<![CDATA[ Journal of Information System Research (JOSH) Vol 4 No 2 (2023): January 2023 ]]>
Publisher : <![CDATA[Forum Kerjasama Pendidikan Tinggi (FKPT) ]]>
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DOI: 10.47065/josh.v4i2.2687
<![CDATA[The Galeri LAM Riau is an effort by the Riau Malay creative and cultural economic center to showcase products typical of the Riau region which include culinary, souvenirs, clothing and handicrafts typical of Riau. The Galeri LAM Riau is fostered by PT Pertamina Hulu Rokan to advance regional MSMEs products and find out what traditions exist in Riau. Seeing the business processes carried out by the Galeri LAM Riau, there are still many buying and selling activities carried out that have not utilized technological developments and the concept of e-commerce. The process of buying and selling transactions in e-commerce is quite important because in the current era of globalization it greatly facilitates many jobs and helps many parties. The flutter e-commerce application of the Galeri LAM Riau can be a solution for producing product output that can help process buying and selling transactions at the Galeri LAM Riau by designing the waterfall method. This waterfall method has a fairly clear work flow, measurable work time and clear documentation. With these advantages, the costs incurred are well detailed and save expenses. The application will also carry out the black box testing to valid stage to ensure smooth transactions before the application is used. The results of this study are 3 types of applications that can be used properly based on their respective authorities according to the features needed. This research is expected the app help facilitate transactions, services, reports and available information at the Galeri LAM Riau.]]>
<![CDATA[Analisis Kualitas E-learning Lembaga Pendidikan Terpadu Nurul Ilmi Banyuasin Menggunakan Metode Webqual 4.0 ]]>
<![CDATA[Muhammad Kresna]]>;
<![CDATA[Nia Oktaviani]]>
<![CDATA[ Journal of Information System Research (JOSH) Vol 4 No 2 (2023): January 2023 ]]>
Publisher : <![CDATA[Forum Kerjasama Pendidikan Tinggi (FKPT) ]]>
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DOI: 10.47065/josh.v4i2.2688
<![CDATA[E-learning has a very important role to advance the world of education, because with E-learning it can help teaching and learning activities. One of the schools in the city of Palembang Integrated Education Institute Nurul Ilmi Banyuasin has been using website-based E-learning since 2020, which functions as an online learning medium. This research uses the Webqual 4.0 method which consists of (usability quality, information quality, service interaction and visuals). quality). The problem in this study is that the Nurul Ilmi Banyuasin Integrated Education Institute does not yet know the level of quality of E-learning services. Therefore in this study an analysis will be carried out to measure the extent to which the quality level of E-Learning at the Nurul Ilmi Banyuasin Integrated Education Institute. it is not yet known the level of quality of E-learning services. Therefore, in this study an analysis will be carried out to measure the extent to which the quality level of E-Learning at the Nurul Ilmi Banyuasin Integrated Education Institute. There are several things that affect the level of user satisfaction with the E-Learning system, including using e-learning and web quality which will affect the level of user satisfaction. The higher the quality of a web, the more users will access the web. User involvement in the use of E-Learning technology will determine the success of a quality system and information. The quality of information that is in accordance with what is needed will provide satisfaction for the user. This study is expected to describe the relationship between user perceptions of the measurement of E-learning services at the Nurul Ilmi Integrated Education Institute to improve or complete the information in the E-learning.]]>
