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Pengukuran Perangkat Lunak Untuk Effort Estimation Dengan Teknik Pembelajaran Mesin Borroek, Maria Rosario; Rasywir, Errissya; Pratama, Yovi
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 4, No 2 (2020): April 2020
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v4i2.2083

Abstract

Software effort estimation is to estimate the amount of resources needed in developing the software. For that software effort estimation is important so need to see the effect of software measurement to software effort estimation which is done by machine learning technique. Based on this the researcher tries to build a system capable of measuring software. In this study experiments on software measurement techniques (FPA, FPA with Sugeno fuzzy and FPA with mamdani fuzzy). The three types of techniques are compared with the three project data for further software effort estimation. For evaluation, this study evaluates using the assessment of the Developeras Analyst of the Project. The results of the study that the LOC and effort values on a similar system can be different if calculated by the use of FPA, Fam Mamdany fuzzy and FPA Sugeno Fuzzy. The highest LOC and Effort values are generated by FPA Mamdany Fuzzy on Project DUMAS POLDA SUMSEL. While the lowest effort value and lowest LOC produced by FPA Sugeno Fuzzy. This can be traced from the calculation mechanisms performed by FPA Sugeno Fuzzy where this method does not count the input, output, file, query and interface values at all. The calculation of FPA Sugeno fuzzy is done by roughly judging only from the difficulty of making the system. To raise the price of a project in order to be rewarded higher FAT methods Mamdani Fuzzy is recommended
JMO App User Behavior Analysis with Theory of Planned Behavior (Case Study: Jambi City Community) Salwa, Shakira; Rambe, Lio Nauli; Yani, Serli Putri Andri; Borroek, Maria Rosario; Istoningtyas, Marrylinteri
International Conference on Business Management and Accounting Vol 2 No 1 (2023): Proceeding of International Conference on Business Management and Accounting (Nov
Publisher : Institut Bisnis dan Teknologi Pelita Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35145/icobima.v2i1.3526

Abstract

Jamsostek Mobile application is an application as an information service feature for Employment BPJS policies which can be accessed online, one of its features is a simulation of JHT and Pension Guarantee (JP) balances. The purpose of this study is to analyze user behavior in using JMO – Jamsostek Mobile application and to find out which variables have the most influence and have the highest value compared to other variables. The method used in this study is Theory of Planned Behavior (User Behavior Theory) which is an extension of Theory of Reasoned Action (TRA) aims to look at user behavior in JMO – Jamsostek Mobile application which focuses on 5 variables, in the form of 3 independent variables namely attitude toward behavior, subjective norm, perceived behavioral control) and 2 dependent variables namely behavioral intention and behavior. The population were the people of Jambi City where the number of respondents obtained from distributing questionnaires via Google Form was 384 respondents and this data analysis technique used SmartPLS. the results of hypothesis testing have a strong level of relationship that the independent variable has an influence on the dependent variable.
ICONIX Process Pada Arsitektur Zend Framework 3 (Software Effort Estimation) Menggunakan Case Based Reasoning Borroek, Maria Rosario; Hadinata, Edrian
Jurnal Ilmiah Media Sisfo Vol 18 No 2 (2024): Jurnal Ilmiah Media Sisfo
Publisher : LPPM Universitas Dinamika Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33998/mediasisfo.2024.18.2.1985

Abstract

Saat ini berbagai peneliti banyak yang sedang fokus meneliti berbagai macam metodologi dalam pengembangan software karena dengan pemilihan metodologi yang baik maka software yang dihasilkan akan memiliki kualitas yang baik, lebih cepat dan biaya dalam pengembangan software akan menjadi lebih efisien. ICONIX Process adalah metode hybrid dalam metodologi pengembangan software engineering yang dibentuk berdasarkan metodologi pemodelan objek (Object Modeling Technique), Metode Objectory dan Metode Booch. Penggunaan ICONIX Process yang mengadopsi Use Case Driven serta dengan penyesuaian terhadap Arsitektur Zend Framework yang berbasis Event-driven Architecture dalam lingkup paradigma SOLID diharapkan dapat mengkolaborasikan keduanya pada skala penelitian dengan kasus pengembangan software effort estimation pada penelitian sebelumnya. Proses perancangan Software Effort Estimation dan Case Based Reasoning dengan menggunakan metode ICONIX Process pada Arsitektur Zend Framework 3 dengan tujuan agar dapat meminimumkan kesalahan dalam menterjemahkan diagram yang dihasilkan pada proses perancangan. Perhitungan Cosmic Function Point dilakukan pada aplikasi Zend Framework 3 menjadi lebih terstruktur dengan baik dikarenakan proses perhitungan didesain menggunakan class.
Analisis Kualitas Layanan Pada Akun Instagram Sebagai Media Informasi Bagi Siswa/i dengan Metode E Servqual Septia G, Andi; Mustuka U, Ersa; Divara A, Audry; Borroek, Maria Rosario
TIN: Terapan Informatika Nusantara Vol 4 No 9 (2024): February 2024
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/tin.v4i9.4881

Abstract

The development of information technology in Indonesia is increasing rapidly from day to day. One of the effects of the development of information technology is that it can absorb more positive things, users can adapt and get the information needed by society. Instagram is a photography-based social networking service. Instagram allows users to take photos, videos and add filters to add an interesting impression to the photos. Primarily, Instagram is more focused on smartphone devices such as Android and iOS. The research aims to analyze the quality of service on the YADIKA Vocational School Jambi City Inatagram account as an information medium from the e-servqual variable. Using the e-servqual method, the variables used are Compesation, Contact, Efficiency, Fullfillment, Privacy, Responsiveness, System Availability. The data collection technique used is by distributing questionnaires or questionnaires. The data statistical methods used are descriptive statistics and Partial Least Square (PLS) with the SmartPLS version 3.0 program. The results of this researcher are from 7 E-Servqual variables, 4 which significantly influence the Service Quality on the Instagram account of SMK YADIKA JAMBI CITY, namely Efficiency, Privacy, Compensation, Contact and 3 variables which do not influence the Service Quality of the Instagram account of SMK YADIKA JAMBI CITY, namely Fullfillment, System Availability, Responsiveness.
Analisis Kesuksesan Aplikasi Maxim di Kota Jambi Menggunakan Delone and Mclean Fahry, Muhammad; Oktaria M, Randa; D, Gregorius; Borroek, Maria Rosario; Feranika, Ayu
Journal of Trends Economics and Accounting Research Vol 4 No 2 (2023): December 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/jtear.v4i2.1086

Abstract

The Maxim application is an online transportation service that is currently popular in the city of Jambi, not only with modern online transportation features but also many features that are useful for users in everyday life. The aim of this research is to analyze the level of success of the Maxim application in the city of Jambi using the Delone and Mclean method. Data was taken from 385 respondents distributed via Google form. The questionnaire was distributed online, then analyzed using the structural equation modeling (SEM) method and the SmartPLS 4.0 tool. The research results show that from 9 hypotheses there are 8 accepted hypotheses, including HI, H2, H3, H4, H5, H7, H8, H9 with an R Square value of 0.383 for the user satisfaction variable, 0.373 for the net benefit variable (Net Benefit), and 0.423 for the use variable (Use). So it can be concluded that the Maxim application has quite a positive or good influence because this model is stated to be in accordance with the substance in presenting results.
Pengaruh Digitalisasi Produk Perbankan Dan Kualitas Layanan Terhadap Kepuasan Nasabah Pada Bank 9 Jambi Feranika, Ayu; Borroek, Maria Rosario; Gunardi
Journal of Trends Economics and Accounting Research Vol 4 No 2 (2023): December 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/jtear.v4i2.1087

Abstract

The use of technology today is an effort by banks to compete amid competitors in similar service fields. This study aims to prove empirically whether there is a relationship between digitalization of banking products and digital service quality on customer satisfaction at Bank 9 Jambi. The research method used is using multiple regression analysis with the help of the SPSS 26.0 for windows program. The sampling technique in this study was to use purposive sampling method, so that a sample of 114 respondents was obtained who were customers of Bank 9 Jambi. The results of this study indicate that the banking digitalization variable has an effect on customer satisfaction with a significant value of 0.042 <0.05. The efficieny variable shows significant results with a value of 0.012 <0.05 on customer satisfaction. The fulfillment variable has a significant effect on customer satisfaction with a significant value of 0.002 <0.05. The system availability variable has a significant effect on customer satisfaction with a significant value of 0.006 <0.05. The privacy variable has a significant effect on customer satisfaction with a significant value of 0.001 <0.05. Responsivenes variable has a significant effect on customer satisfaction with a significant value of 0.000 <0.05. The Compensation variable shows results that have no significant effect with a value of 0.185> 0.05. Contact variable shows the results affect customer satisfaction with a value of 0.000 <0.05. Meanwhile, the f statistical test resulted in the simultaneous influence of the independent variables on the dependent variable with a sig level value < α (0.000a < 0.005).