bluuebunny/crossref_metadata_2025_split huggingface dataset:
A Comparison study of DBScan and K-Means Clustering in Jakarta rainfall based on the Tropical Rainfall Measuring Mission (TRMM) 1998-2007
Authors: Pamuji G C , Rongtao H 
Published: August 2020

Abstract
The purpose of this study is to compare between two different of cluster analysis algorithm in data mining on the Tropical Rainfall Measuring Mission (TRMM). The TRMM is a joint mission between NASA and the Japan Aerospace Exploration (JAXA) Agency to study rainfall for weather and climate research. The TRMM satellite data-sets used in this research is a 3-hourly rainfall data within 10 years from 1998 to 2007. These data-sets will be analyzed by two different cluster analysis algorithms in data mining which are K-means and DBScan. In this paper, rainfall data in Jakarta based on TRMM was analyzed and compared in the efficiency and the accuracy using each algorithm. The comparison results of the two algorithmic processes can be seen from several parameters, especially from the number of clusters formed and the time needed to process the model.
Analysis of Road and Bridge Conditions by Utilizing WEBGIS Technology to Support The road and Bridge Maintenance Program in Indonesia
Authors: Afrizal Y 
Published: August 2020

Abstract
The road is one of the land transportation infrastructures that serve to serve the movement of people and goods. Roads are said to be good if they are planned so that the safety and comfort elements of road users can be guaranteed well. Each region has its regional conditions and characteristics that can distinguish road maintenance needs between regions and others. The maintenance of roads and bridges depends on an analysis of the condition of the data from the objective survey results. The problem that often occurs is the lack of technical data on roads and bridges that is suitable for the field so that the analysis of road maintenance needs is difficult. The study used survey methods to collect technical data on roads and bridges in the area. The survey was carried out by tracking the road using GPS, where at every 100 m the length of the road was documented to determine the condition and type of the road surface. The results of the survey data accumulation are then processed in the WEBGIS application to find out the analysis and visualization of tracking, road conditions, and road surface types as information for managing road improvement. The application of WEBGIS is used to be able to describe the analysis and visualization of road maps quickly, accurately and online based on survey data. Survey documentation refers to the attribute data in Regulation of the Ministry of Public Works and Housing No. 25 year 2014. The results of WEBGIS are beneficial for stakeholders in Indonesia to obtain information on the actual conditions of roads and bridges so that the road maintenance program can be carried out on target.
Application of Supply Chain Management Information System of Inventory at Computer Shop in Jambi City
Authors: Saputra Ade Indra , Wahdiniwaty Rahma 
Published: August 2020

Abstract
This study discusses the inventory system in requires good inventory management in order to manage the procurement for customers. Based on the purpose of the study the make observations on the research by one of the method approach that can be used in the management of the inventory is a method of Supply Chain Management (SCM) concept for the inventory control process. In inventory managing, the store needs a system that can ensure the supply of products in guaranteed quality, on time delivery, and the right amount in accordance with the reservation. By application of the supply chain management in calculate reorder point with safety stock can help control inventory in maintaining stock stability in improving customer service. Following the total reorder with safety stock, provides the effect to improve business performance because it can improve the services to customers, sell new products, and increase sales. Therefore, the XYZ Store can be estimated and predicted capital that must be spent every year estimated revenue for the store and is able to maintain stability from stock out.
Designing Enterprise Architecture for Distributor of Consumer Product Using TOGAF ADM
Authors: Mutakin M I 
Published: August 2020

Abstract
The purpose of this research is to design enterprise architecture for CV. Adiwarna Tunggal Jaya in accordance with its capacity as a distributor of consumer products. CV. Adiwarna Tunggal Jaya does not yet have an enterprise architecture blueprint as a reference for creating integrated information systems. The method used in designing enterprise architecture in this research is The Open Group Architecture Framework Architecture Development Method (TOGAF ADM) as a framework that will help to design a CV. Adiwarna Tunggal Jaya. The steps applied in TOGAF ADM in this research will only use four phases of the nine phases, namely Architecture Vision, Business Architecture, Information Systems Architectures, and Technology Architecture. The output of this research is to provide a blueprint for enterprise architecture guidance that can help CV. Adiwarna Tunggal Jaya to get a clear vision and mission of the company to improve its business processes and supports achieving its strategic goals and as a guide for a future development. The conclusion of this research is that the design of the enterprise architecture using TOGAF ADM can be used by the CV. Adiwarna Tunggal Jaya according to the documentation and processes in progress and can provide a blueprint for the development of information systems to support ongoing business processes.
Analysis of Expert System Lung Disease Diagnosis System of Web-Based Disease in Cihaur Puskesmas
Authors: Sitanggang A S , Damarullah A D , Wartika  
Published: August 2020

Abstract
One of the causes of death in humans is lung disease, namely cancer. Data from the Indonesian Cancer Information & Support Center (CISC) shows lung cancer is the number one cancer killer with a total of 14 percent of cancer deaths. The death rate due to lung cancer in Indonesia even reaches 88%. That must be considered to be one of human efforts in maintaining health in the lungs. Handling that can be done is to check early to be able to avoid or treat the lung disease. The existence of an expert system provides a solution to overcome this. Expert system is a computer system that stores knowledge, facts, reasoning and experience from an expert that is used to solve problems in a particular field, especially for lung disease. The purpose of this research is to design an expert system of web-based lung disease diagnosis that can help the public to carry out consultations about lung disease anywhere without having to come directly to the hospital or puskesmas/clinic. The method used is descriptive method and action. In designing the expert system, the method used is the method of object-oriented approach and prototype development method. With this expert system, it will be easier for the public to obtain information about lung disease, help the public and doctors to diagnose lung disease, and help doctors supervise the treatment of patients and the public.
Designing Enterprise Architecture for Academics Information System Platform using the Open Group Architecture Framework Architecture Development Method
Authors: Zulfarian N , Rosiyadi I D 
Published: August 2020

Abstract
The purpose of this research is to build an integrated information system at the Miftahul Jannah Foundation, the Miftahul Jannah Foundation is an educational institution that houses MTS Al Ihsan, MA Al Ihsan and Tarbiyah College of Sciences. Miftahul Jannah Foundation does not yet have a Blueprint to design an integrated information system. The method used to design architectural designs is based on the TOGAF ADM literature study. The steps applied in this design are among other Preparation, Architectural Vision, Business Architecture, Information System Architecture, and Technology Architecture. The output of this stage will produce an enterprise architecture that can be used by organizations to support business processes and achieve their strategic goals later. The conclusion of this research is that the company’s architectural design using TOGAF ADM can be used in the Miftahul Jannah Foundation according to the documents and processes that are running and can produce a blueprint for creating information systems so that they can support ongoing business processes.
Personality Prediction System Based on Signatures Using Machine Learning
Authors: Maliki I , Sidik M A 
Published: August 2020

Abstract
Many methods are used to assess a person’s character and personality. Some are through the face, body movements, body language, handwriting and signatures. Assessing a person’s character and personality by looking at the type of handwriting and signature can be learned with the science of graphology. Detecting a person’s personality system based on a signature pattern automatically is still difficult. This study aims to build a system of predicting personality based on signature patterns using machine learning. A person’s personality based on a signature has many features. In this study the analysed features consist of four features, namely curve start, end streak, middle stroke, and underline. The steps taken in developing a prediction system are model training and model testing. The method used to extract features is Principle Component Analysis (PCA) and the method for classifying is Support Vector Machine (SVM). Based on the test results using confusion matrix produces an accuracy value of 71%. It can be concluded that machine learning can be implemented to predict personality based on signatures with good accuracy.
Document Image Extraction System Design
Authors: Widiastuti N I , Dewi K E 
Published: August 2020

Abstract
The design of the document image extraction system aims to provide an overview of the process in a system that converts the image of a document into text so that it is easier to use (save, manage or search for information) or representing in interesting visualization. The system design based on specific cases such as decision letters, certificates, and assignments. The document identified data that might be needed. After that, other processes are carried out based on each document. The design results show the flow of the system starts from data input, scanning, pre-processing to the document image, character classification, normalization process, and extraction process. This is done because the uniqueness of each document requires a unique process so that it cannot be treated in general. The design of the document image extraction system focuses more on the process of character recognition. The uniqueness of a document has an impact on the extraction process. Then the system design needs to be added to selected the type of document to be extracted.
Decision Tree Method with C4.5 Algorithm for Students Classification Who is Entitled to Receive Indonesian Smart Card (KIP)
Authors: Afrianto E , Suseno J E , Warsito B 
Published: August 2020

Abstract
The research intends to create an application program which is able to make analysis data in a school to classify students who is entitled to accept Indonesian Smart Card. It was a government program that aims to finance school education free of charge, for children from poor families. Problems arose when the distribution to students, some children from poor families did not get it but rich families actually got it. Analysis and the right way are needed so that the distribution can be right on target to eligible students. This study used a decision tree method with C4.5 algorithm to classify students who are entitled to receive the Indonesian Smart Card. This application is developed with C4.5 algorithm to determine the decision tree method. Research data was carried out at Junior High School One of Jatibarang, Brebes. Data record of 300 students, with 240 as training data while 60 as testing data. From the test results were accuracy was 97%, it is proven this method has a high accuracy so that the application can help the decision makers solved the distribution problems to eligible students. The impact is that poor students will get the right to receive Indonesian Smart Card.
Performance Comparison of Anti-Spam Technology Using Confusion Matrix Classification
Authors: Rahmad F , Suryanto Y , Ramli K 
Published: August 2020

Abstract
This research aims to test the ability to capture malicious e-mail objects, spam e-mails, phishing e-mails, or malware e-mails on Proofpoint Email Protection and Fortimail antispam devices to prevent security threats to PT. XYZ. Email service was one of the primary services for an agency or company in providing electronic mail that could be used to exchange official information. The study was conducted by comparing two antispam devices of Proofpoint and Fortimail. The test was conducted sequentially within three months period on each device. Those devices were configured using the infrastructure of PT. XYZ. Besides comparing the functions or features of each device, device testing was also done on overcoming the problem of email security threats such as spoofing, impostor, and bulk email that often threaten email infrastructure. To measure the accuracy of the results of the two devices, we use the Confusion Matrix method to measure the performance of the classification system. As the result, the slights differences inaccuracy were the indication that the ability of each antispam device was not too far. A large number of spam emails which caught through antispam devices were illustrated that PT. XYZ had become the target of spam, phishing, and malware attack. For this reason, anti-spam device technology was needed to maintain the quality of PT. XYZ email service.
Building Serverless Website on GitHub Pages
Authors: Utomo Prayudi , Falahah  
Published: August 2020

Abstract
GitHub provides the environment for developing and publishing website in integrated environment. By GitHub Pages, we can host the static web easy, fast and free. It helps the developer for integrating development and deployment process, because GitHub Pages is integrating with GitHub environment that support continuous integration and continuous delivery, and also become a content delivery network (CDN), as a part of JAMstack building block. Unfortunately, the usage GitHub as web hosting and JAMstack as an approach for developing web is not very popular among developer in Indonesia. The purpose of this research is to show how implement the JAMstack approach on designing and building website and host it on the GitHub. The website we designed using JAMstack approach by implementing Hugo as static site generator (SSG) and GitHub as content delivery network (CDN). We also insert API for showing the easiness of integrating lots of components on JAMstack approach. We do several tests to check the quality of the website, such as functional test and performance test. The performance test results show that Google PageSpeed score is 97% (A) and YSlow score is 91% (A). It shows that the website can run in good performance although it connected with others services through API.
Redundancy Detection Of Sentence Pairs In The Software Requirements Specification Documents With Semantic Approach
Authors: Oktaviyani E D , Licantik  
Published: August 2020

Abstract
Software requirements specification document must complete, unambiguous and must correct because can lead to failure in software development. It must contain sentences not redundant. Meyer’s seven sins explain some errors in software requirements specification document, one of which is a Noise. Variant of the noise is redundancy. Redundancy is repeating the same information, but using different terms or phrases, thus giving the impression that new information. This research to analyze performance redundancy detection in sentences pair on software requirement specification documents using WordNet based semantic similarity methods. This study tries to develop a framework that has been proposed in previous studies in different framework that is to detected redundancy in sentences without fact extraction. The proposed approach and evaluation process uses Kappa values to determine whether reliable framework that can be used to detect redundancy in sentence pairs by using experiments in two scenarios to get good results. Our experimental result show the performance of proposed framework can used to help reduce redundancy when creating software requirements specification documents and may contributes to enhance the quality of document. Shown with good kappa values and interpretation of the Kappa value is substantial agreement. It means many agreements between experts and framework.
The Designing of User Acceptance Measurement Tool for Web-Based Application Interface Using Combination from Nielsen’s Method and Questionnaire Technique
Authors: Maruli Yusup , Kerlooza Yusrila 
Published: August 2020

Abstract
The application that is built to be used by users with wide age ranges and different educational backgrounds need interface which is designed carefully. User acceptance value for the application’s interface must be measured using the right measurement tool. The goal of this research is to produce the right measurement tool for the application’s interface. The right measurement tool to measure the value of user acceptance in this research uses Nielsen’s method and questionnaire technique. The Nielsen’s method covers Nielsen’s Attributes of Usability and Nielsen’s Heuristic Evaluation and the questionnaire technique consists of QUIS Questionnaire, USE Questionnaire and Purdue Usability Testing Questionnaire. The result of this paper is a measurement tool to measure the value of user acceptance that is produced from a combination of Nielsen’s method and questionnaire technique which considers user age range and educational background. A few things which become the topic of discussion are the number of questions and answers, classification for the questionnaire and users’ condition. As conclusion, further surveys are needed to prove the correctness of the classification according to the suggestions in the discussion chapter. This research will give an accurate measurement to the value of user acceptance.
Work Accident Analysis on the project at PT. X based on the Failure Mode & Effect Analysis (FMEA) Method
Authors: Santiara N , Rosiyadi D 
Published: August 2020

Abstract
This study aims to analyse work accidents that occur in projects at PT. X which has been carried out previously to know the reason from accidents that often occur while doing the project. The result of the analysis is accumulated in the form of the top priority data for conducting work safety patrols on project that will or are currently being implemented. PT. x is a company that engaged in construction with shares held by the State. In addition to run a construction business, the company is engaged in the Company and etc. The company’s main goal is “zero accident and keep safety work”. To realize these objectives, this study aims to analyse work accidents in previous projects which is very important. This analysis used the Failure Mode & Effect Analysis (FMEA) method of a systematic approach that applies a labelling method to help the thought process used by engineers to identify potential failure modes and their effects. This result is hope useful to find out the types of accidents that often occur at PT.X as learning to make efforts to prevent accidents in 2019 for next year.
Analysis of Knowledge Management System in Pamulang University Library Based on SUMI (Software Usability Measurement Inventory)
Authors: Thoyyibah T , Trisetyarso Agung , Saputra Wayan , Kang Chul Ho , Abbas Bahtiar Saleh 
Published: August 2020

Abstract
We would like to measured the information system of Pamulang University library through the usability evaluation. The method in this study uses the adoption of the Knowledge Management System Life Cycle (KMSLC) life cycle. Where the stages used consist of Evaluation of Existing Infrastructure Analysis, Capture Knowledge, Implementing the KM system, Evaluation. The steps taken are system analysis, knowledge mapping in the application, implementation results and evaluation using usability. The questionnaire was conducted on 20 respondents, including 10 students and 10 Pamulang University lecturers. The questionnaire was conducted in 3 categories namely effectiveness, efficiency and satisfaction with 10 questions each so that there were 60 questions and 3 linkers namely 4 if they all agreed, 2 if they did not know and 0 did not agree. The results of the SUMI questionnaire against the Library are 90; 75; 75; 87.5; 90; 75. The usability evaluation results are above average, meaning that the usability in the UNPAM Library system is already in the good category.
Development of Precision Agriculture Models for Medium and Small-Scale Agriculture in Indonesia
Authors: Maulana H , Kanai H 
Published: August 2020

Abstract
The purpose of this research is to build a model of precision agriculture to increase the productivity of medium and small-scale agriculture in Indonesia. This research used a descriptive method by conducting a literature study on the concept of precision agriculture and analysis of data related to agriculture in Indonesia. Extreme weather changes in Indonesia have an impact on the decline in agricultural production. While an understanding of environmental conditions is the primary key to agriculture, this research explained what data is needed in precision agriculture, how to obtain and process data, also explained how to visualize information through geographic information systems. This research also conducted an assessment of the built model. The assessment process is implemented by analysing the suitability of the model based on farmers’ needs. The results of this study concluded that the model can be developed in the implementation phase. This research is expected to provide a clear explanation of the system requirements and also can reduce risk at the system development and implementation stage.
Implementation of Scrum Framework on Web Development of Mapping Salted Egg Production
Authors: Sasmito Ginanjar Wiro , Mohamad Zulfiqar La Ode 
Published: August 2020

Abstract
On this research the scrum framework is utilized to optimize website building for mapping salted egg production. The scrum framework works repeatedly and gradually in its development process. Hence, on the result of this research the sprint planning that able to create faster development process is generated. The former problem which the data displayed on the website has not used interesting visualization then the use of hyperlinks on the website is also not optimal. However, with scrum framework implementation the process of developing a website for mapping salted egg production can be resolved faster, because all scrum teams are involved in the process of completion.