Aries Saifudin

Aries Saifudin
Universitas Pamulang | UNPAM · Informatics Engineering

S.T., M.Kom.

About

63
Publications
62,984
Reads
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272
Citations
Introduction
He gets Associate Degree (A.Md.) in Electronic Engineering from Polytechnic of Brawijaya University, Malang, Bachelor Degree (S.T.) in Informatics Engineering from Mercu Buana University, Jakarta, and Master Degree (M.Kom.) in Software Engineering from STMIK ERESHA, Jakarta. Now he is continuing his study at Bina Nusantara University in the Doctor of Computer Science program. He is a lecturer at Informatics Engineering, Pamulang University. His current research interests include software engineering, intelligent systems, and machine learning.
Additional affiliations
October 2010 - present
Universitas Pamulang
Position
  • Lecturer
Education
March 2018 - March 2021
Binus University
Field of study
  • Computer Science
August 2010 - October 2014
STMIK ERESHA
Field of study
  • Informatics Engineering
September 2003 - October 2006
Universitas Mercu Buana
Field of study
  • Informatics Engineering

Publications

Publications (63)
Article
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This review meant to portray execution of learning results report composing of professional understudies on Educational plan 2013 utilizing the web-based report composing programming. This examination was elucidating exploratory review, which was essential for the exploration improvement by utilizing Sharma's model. Information gathered by percepti...
Article
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In the Jakarta area, there are countless boarding house businesses. For newcomers who are having difficulty finding information about boarding houses, it will be very useful in determining the desired boarding house both from the difference in price, location, available facilities, and room availability. By using technology and information in a bus...
Article
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A chatbot is an artificial intelligence-based computer program that can carry out conversations via audio or text. This study intends to identify and analyze the types of artificial intelligence in the form of chatbots and their possible use as chatbot-based communication media. Currently, the practice in most is that branch employees need to consu...
Article
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In this web-based food sales application, if there is an error when the customer registers there will be misunderstandings for sellers that can be detrimental. Losses for sellers when the application occurs problems, then online food sales will be disrupted which can reduce product sales and income. In this study to reduce the level of error with w...
Article
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Inaccuracy in selecting faculties at universities is one of the constraints experienced by students which affect academic values or student performance which affects the accuracy of student graduation, in developing a performance it is necessary to know the individual talents of the students, this is the background of the application The Naive Baye...
Article
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Many companies engaged in fashion and self-service such as Independent Jeans, still use manual processes in storing incoming and outgoing product data, and in the process the system is still inefficient and there may still be errors in storing incoming and outgoing product data. Such as the process of storing incoming and outgoing product data that...
Article
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Now with the application of Snap videos or short videos, both those obtained from social media such as Instagram, Twitter, and Facebook, there are many pieces of audio and video files of short duration which contain songs that have meaning. When we are interested in knowing a song, we have a hard time finding out the title of the song or the source...
Article
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PT. Surya Toto Indonesia is a large company in Banten Province. This company is located on Jl. MH. Thamrin km. 7, Tangerang Banten. Until now, the number of employees is around 1.200 employees. With a large number of employees, a proper performance appraisal decision support system is needed so that the work results of employees can be clearly and...
Article
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PT KISP is a market in the Ciledug area, which requires a parking application, it is hoped that this parking implementation can solve the problem of user needs, namely helping the parking system to be more effective and efficient in terms of processing data and information. With this application, it is hoped that it will make it easier for users to...
Article
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Rain is a natural occurrence that occurs in the hydrological and climatic circulation. Based on the ups and downs of the hydrological circulation, one of the sources of water is rain. rain is very useful in life, because rain can meet the needs of water for living creatures. However, rain can also cause floods. A flood tragedy can cause loss and ca...
Article
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Prospective students have the desire to continue their education to universities with faculties and departments that match their interests and talents. Many prospective students do not know the information related to the location of the university or faculty and department available at a university. In general, prospective students find out this in...
Article
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The accuracy of the output of the employee selection application for promotion is very important, because if something goes wrong it can harm the company. Employees who are selected and misplaced can cause lower performance of the employee concerned or other employees. To ensure that the resulting promotion application has met the requirements and...
Article
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The decision support system (DSS) for employee performance appraisal is a decision support system used in the employee performance appraisal process at PT. Surya Toto Tbk. Currently, the employee performance appraisal process is still done manually (paper based) so that the reports produced are not real time. From the existing problems, this resear...
Article
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The library application is used to help manage and document transaction activities in the library which include borrowing and repaying. Library applications must be free of errors, because if they contain errors can cause harm to providers, managers, or members of the library. To provide a guarantee that the library application is free from errors,...
Article
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Testing is a verification process carried out to determine the quality of a software. In this case data validation becomes necessary, because errors that occur can make the system not optimal and can harm the owner or user of the system. For example, a compilation error the user can upload any file on the system. This can make the system corrupt an...
Article
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The development of decision support system applications for the selection of the best employees is very important to support management in making decisions. This application must be free of errors because if there are errors can be detrimental to several parties, both the company and the employee. To guarantee that the floating application is error...
Article
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The customer churn prediction is an important business strategy for the company. The ease of switching operators is one of the serious challenges that must be faced by the telecommunications industry. To get new customers requires a much higher cost than maintaining existing customers. Customer churn refers to the periodic loss of customers in an o...
Article
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Data mining using machine learning algorithms can be used to help analyze historical data to predict the need for a caesarean section. The dataset used for predicting caesarean section has many features, but those features have the possibility of redundancy or irrelevance that can cause a decrease in classifier performance. This research proposes a...
Conference Paper
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Advances in technology have increased the use and complexity of software. The complexity of the software can increase the possibility of defects. Defective software can cause high losses. Fixing defective software requires a high cost because it can spend up 50% of the project schedule. Most software developers don't document their work properly so...
Article
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An application that has poor quality and defects not only causing additional time of software development process but also can deliver disadvantage to the users of the application. Every application will not be separated from the testing process. The testing process aims to find out errors in the software. One of the methods used is white box testi...
Article
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Quality measurements in software are currently required before the software will be used by users. This aims to determine the weakness of the system so that the data generated can match the data entered after the data is executed. This method focuses on data entry, system display, memory usage, and data execution speed so that if the input data doe...
Article
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Archiving is usually carried out by the secretary or administration. The archive manager usually does it manually, it makes the number of archives stored and looks increasingly unorganized on the filing shelf. As a result, the archiving section will need a lot of time to search for documents that have long been stored. Especially in the modern era,...
Article
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Admin Application PT. World Trans which is being developed, found a problem in the database system that failed to communicate with the application system, namely when the admin enters the application using a user name and password, the database does not respond to data calls that are being made and the admin cannot enter the application. The develo...
Article
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In this employee payroll application, if there is an error program there will be a loss for employees and the company. Losses for employees, if this application program error occurs then the salary reduction will experience delays due to the difficulty in the process of calculating employee salaries and employees will be late in receiving salaries....
Article
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Testing is one level that must be passed in order to produce results from a weighted system. If no testing is done on the system, the quality of the system cannot be known so that if an error occurs it can harm the system. By conducting experiments can find the location of defects in a system that can be known from the beginning that can be fixed i...
Conference Paper
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Grabb mobile application is a tool that is often used by people to travel. Each will travel then grabb will be ordered and pickup in front of the house and delivered to the destination location according to the address written on the application. Much knowledge can be disseminated through this Grabb application. Among them Grabbb car when going to...
Conference Paper
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Parkinson is a disease that is caused by nerve cell damage in the brain and incurable. Knowing about Parkinson disease is very important so that medical action can be taken to prevent Parkinson's getting worse. The dataset that uses to analysis for Parkinson disease using machine learning algorithms has many features. The dataset with many features...
Conference Paper
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Scheduling is an important activity that must be done in every job. In scheduling, there must be some rules that can minimize the occurrence of conflicts or gaps between schedules. In this study, applied a genetic algorithm to solve the problem of scheduling nurses in Bringkoning community health center. In the process of genetic algorithm, there a...
Conference Paper
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The complexity of the software can increase the possibility of defects. Defective software can cause high losses. The software containing defects can cause large losses. Most software developers don't document their work properly so that making it difficult to analyse software development history data. The cross-project software defect prediction u...
Conference Paper
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Supervision of academic performance is very important to ensure that students can complete their education on time. There have been many proposed applications of machine learning algorithms to predict students' academic performance. Prediction is done by analyzing a dataset of historical academic of the student's grade. The dataset which analyzed h...
Conference Paper
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Breast cancer is a malignant tumour that grows in breast cells and has a risk of death. Breast cancer has levels ranging from stage 0 to stage 4. The higher the stage of breast cancer, the higher the risk of death and is difficult to treat. The application of machine learning algorithms has been proposed to help predict breast cancer. Predictions m...
Conference Paper
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Knowing the existence of coronary heart disease is very important to reduce the risk caused. Coronary heart disease is influenced by many factors, in diagnose requires complex analysis. Many proposed the application of a machine-learning algorithm to diagnose/predict coronary heart disease, but have not given perfect results (excellent). The machin...
Conference Paper
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Mobile technology is developing so rapidly the types of games used in mobile devices. Ranging from brain-themed games, sports, to adventure. Android-based games can provide entertainment for players. Brain intelligence in children and even adults can be improved by playing interactive games so that the right brain can work better and function optim...
Article
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Internet Sehat dan Aman (INSAN) adalah suatu program dari pemerintah Indonesia yang dicanangkan oleh Kementerian Komunikasi dan Informatika Indonesia (Kemkominfo) dengan tujuan untuk mensosialisasikan penggunaan internet secara sehat dan aman melalui pembelajaran etika berinternet secara sehat dengan melibatkan seluruh komponen masyarakat (Ilmi, 20...
Article
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Banyak masyarakat yang membutuhkan informasi kesulitan untuk mendapatkan informasi tentang SMP Islam Madinatul il'mi, Ciputat, Tangerang Selatan. Banyak orang tua yang sibuk, tidak sempat ke sekolah untuk mencari informasi. Untuk datang langsung juga membutuhkan biaya dan sebagian orang tua juga harus tidak bekerja sementara supaya bisa datang ke s...
Article
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In a software test, validation is a process of checking whether the software meets the specifications and intended purposes. Data validation process that has not been maximized can result in data that is stored in the database is not appropriate, including the login process that becomes an error. This can be detrimental to the owner and user in usi...
Article
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Software that contains defects (errors) can cause harm. Losses caused can affect all stakeholders. Losses can take the form of financial, time, and others. So before the software is implemented it needs to be tested. Testing on an application aims to check whether a program is running properly or not. In testing this software will use Blackbox Test...
Article
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In this student assessment application, if there is an error program, there will be losses for students and universities. Losses for students, if this application error occurs, then the assessment received by students will experience delays due to the difficulty in the process of calculating student grades and students will be late to receive an as...
Article
Full-text available
Testing on an application aims to check whether a program is running properly so that the program created will be a program that has good quality. The testing technique consists of Whitebox Testing and Blackbox Testing which are widely used by examiners is appropriate. Study the software that will be examined using Blackbox Testing is a best sales...
Conference Paper
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There has been much research which proposed for cross-project software defect prediction models but no models that perform very well with various datasets in general. Software defect dataset usually imbalanced because it contains far more the not defected modules than the defected modules. Class imbalances in the dataset can reduce the performance...
Conference Paper
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The dataset with imbalanced class can reduce the performance of the classifiers. In this study proposed a cross-project software defect prediction model that applies the SMOTE (Synthetic Minority Oversampling Technique) to balance classes in datasets and ensembles technique to reduce misclassification. The ensemble technique using AdaBoost and Bagg...
Article
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The tender winner selection system is important to ensure the winner will complete the project well. If there is a selection error that caused the project to fail, the application must be tested and error free. Testing in this study uses Black Box Testing. The Black Box Testing Method consists of several methods including Equivalence Partitions, Bo...
Article
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To guarantee the application (software) Selection Promotion Preferment is free from errors, testing is needed to test the quality of the application. This application has a problem when delete data, then the application will be tested with the Equivalence Partition-based Black Box Method thoroughly regarding the use, benefits, and results found fro...
Article
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Students who graduate not on time create an imbalanced ratio between lecturers and students. The current selection system is ineffective because it has not been able to detect prospective students who have the possibility of not being able to complete their education on time so that many students who are accepted do not graduate on time and leave w...
Article
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Tourism is a very important sector for the development of a region and tourism is one of the means of promotion to introduce the beauty of nature and the uniqueness of the culture in the area. Including for Banyuwangi Regency which is one of the regencies in East Java Province. This regency has many objects or tourist destinations which are a mains...
Article
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Selection of vendors in PT. Telkomsel TTC (Telkomsel Telecommunication Center) BSD has some shortcomings that their maintenance costs in excess of the targeted system, and the processing time exceeds the specified time limit. The TOPSIS method can be applied to solve the problem by selecting the alternatives which have the shortest euclidian distan...
Article
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Indonesia is a country that is rich in its unique culture, but modern society is embarrassed to admit it, especially mythical culture such as the characters of native Indonesian ghosts, heirlooms, historic places that are mystical and many more. Though the myth culture is a lot of positive values that can be used as lessons. To introduce the cultur...
Article
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The number of Javanese speakers is decreasing because many young people are not regularly using Javanese but rather use Indonesian, foreign languages, and slang languages. The structure of the Javanese and Indonesian is relatively similar. The Javanese language has a multilevel vocabulary so that it becomes a lot. Many and rarely used vocabularies...
Article
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p>Permainan catur telah banyak dikembangkan pada media digital, namun permainan yang telah dihasilkan masih memiliki beberapa kekurangan, seperti lambatnya komputer menentukan pergerakan lanjutan, atau kurang tepatnya komputer memilih bidak dan pergerakannya saat bertanding melawan pengguna. Pada penelitian terdahulu tentang kecerdasan buatan, perm...
Article
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Time becomes the main problem in doing guidance. Because students and lecturers collide with each other in time to conduct guidance, which makes the completion of the student's final assignment delayed. So that it makes it difficult for supervisors and study program officials to see the development of students who do guidance. Application to deal w...
Article
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SMS (Short Message Service) is used because it is cheap, easily accessible and a popular method to sent information by a text message using a mobile phone. However, the original SMS application on android phones are have no security features. A message sent is still in plain text form so easily be intercepted without unknown by the sender or the re...
Article
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Proses stemming porter memerlukan waktu lebih sedikit dibanding dengan algoritma stemming lainnya, tetapi algoritma tersebut mempunyai kekurangan yaitu pada hasil akhir stemming menghasilkan kata yang selalu tepat. Proses stemming porter masih berdasarkan dari aturan morfologi bahasa Indonesia. Pada penelitian ini diusulkan penambahan kamus pada al...
Conference Paper
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Scheduling is a problem that often occurs in the world of work that working hours divided into two, namely day and morning. To balance work hours requires more precision and long enough time. Genetic algorithms can create good scheduling, how to solve them through new structural chromosomes. Genetic algorithm is a population-based algorithm, when c...
Article
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Universitas Pamulang berusaha memberikan pendidikan tinggi dengan biaya yang terjangkau oleh kalangan bawah. Tetapi mahasiswanya banyak yang keluar di tiap semester, sehingga menyebabkan rasio jumlah mahasiswa baru dengan jumlah yang lulus tidak seimbang. Selain itu banyak mahasiswa yang tidak lulus tepat waktu, hal ini mengakibatkan rasio dosen da...
Article
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Banyaknya operator seluler mendorong persaingan usaha yang sangat ketat. Kemudahan pelanggan untuk berpindah ke pesaing merupakan perhatian utama bagi bagian CRM (Customer Relationship Management), karena untuk mendapatkan pelanggan baru membutuhkan biaya yang jauh lebih mahal daripada mempertahankan pelanggan yang sudah ada. Untuk mengambil tindak...
Conference Paper
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Scheduling courses become an important part of teaching and learning in a university. Informatics Engineering Program at Pamulang University has a considerable number of classes, lecturers, lectures, and lecture time. So the process of making the lecture schedule is a complex process, and takes a long time. Timetabling which resulted is often not a...
Article
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Dataset software metrics secara umum bersifat tidak seimbang, hal ini dapat menurunkan kinerja model prediksi cacat software karena cenderung menghasilkan prediksi kelas mayoritas. Secara umum ketidakseimbangan kelas dapat ditangani dengan dua pendekatan, yaitu level data dan level algoritma. Pendekatan level data ditujukan untuk memperbaiki keseim...
Article
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Software berkualitas tinggi adalah software yang tidak ditemukan cacat selama pemeriksaan dan pengujian. Memperbaiki software yang cacat setelah pengiriman membutuhkan biaya jauh lebih mahal dari pada selama pengembangan. Pengujian merupakan proses paling mahal dan menghabiskan waktu sampai 50% dari jadwal pengembangan software. Tetapi belum ada mo...
Thesis
Full-text available
Fixing software defects after delivery costs much more expensive than during development. But there is no software defect prediction models that are commonly used. Naϊve Bayes is the most effective and efficient models, but have not been able to classify the dataset based metrics with best performance in general and always consistent in all studies...

Questions

Question (1)
Question
Many researcher in software defect prediction using NASA MDP dataset, but they not publish the developer of each project. Are all of NASA MDP datasets developed by one developer? We can't analyze the dataset if they are from different developer, because the developer have different behavior.

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Projects

Project (1)
Archived project
The 2nd International Conference on Computer, Science, Engineering and Technology (ICCOMSET) October 15th, 2019 Allium Hotel - Jalan Benteng Betawi No. 88 Tangerang - Banten, Indonesia