2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)最新文献

Quality Measurement of Software Based on Characteristics of Functionality, Reliability, and Maintainability 基于功能、可靠性和可维护性特征的软件质量度量

2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) Pub Date : 2018-11-01 DOI: 10.1109/ISRITI.2018.8864449

Sholiq, Danang Ary Dewangga, A. P. Subriadi, F. A. Muqtadiroh

{"title":"Quality Measurement of Software Based on Characteristics of Functionality, Reliability, and Maintainability","authors":"Sholiq, Danang Ary Dewangga, A. P. Subriadi, F. A. Muqtadiroh","doi":"10.1109/ISRITI.2018.8864449","DOIUrl":"https://doi.org/10.1109/ISRITI.2018.8864449","url":null,"abstract":"The purpose of this study is to determine the level of quality of software “application of software cost estimation ” which is a product of previous research that will be opened to the public. Testing uses the ISO 9126–1 standard that applies internationally. The ISO standard is chosen because it has complete quality characteristics. The characteristics tested in this study are functionality, reliability, and maintainability. These three characteristics are the factors that most influence the quality of the application. The results of this study are quality measurement values based on ISO 9126–1 and recommendations for improving application quality. After measuring the application/software quality, we know that the characteristics of functionality and reliability are very good, while the maintainability characteristics are still in the bad category. Required to add some features such as to record the activity log, to diagnose the application, and to test features which are installed in the application. Finally, the procedures, methods, and metrics used in this study can be adopted for other software quality testing. Adjustments, as needed, are needed with the condition of the software object being tested.","PeriodicalId":162781,"journal":{"name":"2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123132094","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}

引用次数: 2

Waqf Lands Assets Classification Based On Productive Value For Business Development Using Naïve Bayes 利用Naïve贝叶斯基于生产价值的Waqf土地资产分类

2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) Pub Date : 2018-11-01 DOI: 10.1109/ISRITI.2018.8864489

A. Fahmi, E. Sugiarto, Agus Winarno, S. Sumpeno, M. Purnomo

引用次数: 3

Robustness of Steganography Image Method Using Dynamic Management Position of Least Significant Bit (LSB) 基于最小有效位动态管理位置的隐写图像鲁棒性研究

2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) Pub Date : 2018-11-01 DOI: 10.1109/ISRITI.2018.8864439

R. Isnanto, Risma Septiana, A. F. Hastawan

{"title":"Robustness of Steganography Image Method Using Dynamic Management Position of Least Significant Bit (LSB)","authors":"R. Isnanto, Risma Septiana, A. F. Hastawan","doi":"10.1109/ISRITI.2018.8864439","DOIUrl":"https://doi.org/10.1109/ISRITI.2018.8864439","url":null,"abstract":"Steganography is used to hide information in the process of data communication. The data that can be hidden are either the texts or images. Hiding image in an image means that the pixel values of the secret image will be embedded in an image called cover image. The challenge is that the cover image should not be damaged even if the embedding process changes the pixel values. Steganography methods have various ways to embed a secret message hidden. This research will use one of the methods called the Least Significant Bit (LSB) and the method will be combined with a dynamic management position of placement of the message. The aim of combining method is to make the robustness method that can be implemented using various size and type of hidden images as the secret message. The robustness method will ensure that the embedded process result called stego-image should be reversible correctly. Measurement of damaging image uses the parameters of similarity image quality that are Mean Square Error, Peak Signal to Noise Ratio and Root Mean Square Error. The result shows good quality of similarity image and the method can recover the secret image from the image cover.","PeriodicalId":162781,"journal":{"name":"2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115083787","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}

引用次数: 2

Classification of Batik Image using Grey Level Co-occurrence Matrix Feature Extraction and Correlation Based Feature Selection 基于灰度共生矩阵特征提取和相关性特征选择的蜡染图像分类

2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) Pub Date : 2018-11-01 DOI: 10.1109/ISRITI.2018.8864237

Nani Sulistianingsih, I. Soesanti, Rudy Hartanto

引用次数: 11

Effort Distribution per Activities for Small Software Development Project Uses Prototype Model 小型软件开发项目中每个活动的工作量分配使用原型模型

2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) Pub Date : 2018-11-01 DOI: 10.1109/ISRITI.2018.8864434

Sholiq, A. P. Widodo, Teguh Sutanto, A. P. Subriadi

{"title":"Effort Distribution per Activities for Small Software Development Project Uses Prototype Model","authors":"Sholiq, A. P. Widodo, Teguh Sutanto, A. P. Subriadi","doi":"10.1109/ISRITI.2018.8864434","DOIUrl":"https://doi.org/10.1109/ISRITI.2018.8864434","url":null,"abstract":"In this study, we investigated the effort distribution for small-scale software development projects developed using prototype models. An effort is a work done to complete a software project that effort is measured uses a person-month. An estimated effort can be obtained using algorithmic or non-algorithmic estimation techniques. Effort distribution that is expressed in percentage is used distributing effort estimated into effort per activities of software development project. In addition to the distribution of effort per activity, this research also obtains the distribution of effort per role/position of the software development team. Knowledge of effort distribution per activity or per role is used to distribute activities obtained from estimates to in effort per activity. By knowing the effort per activity, the cost per activity can be obtained by multiplying effort per activity with the pay rate per activity. Thus, the cost of project development is achieved by summing the costs per activity. Therefore, this study is important to support estimation techniques of the software development project.","PeriodicalId":162781,"journal":{"name":"2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","volume":"04 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128479322","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}

引用次数: 0

Classification of Childhood Diseases with Fever Using Fuzzy K-Nearest Neighbor Method 模糊k近邻法在儿童发热疾病分类中的应用

2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) Pub Date : 2018-11-01 DOI: 10.1109/ISRITI.2018.8864475

R. Putra, S. Mulyati

{"title":"Classification of Childhood Diseases with Fever Using Fuzzy K-Nearest Neighbor Method","authors":"R. Putra, S. Mulyati","doi":"10.1109/ISRITI.2018.8864475","DOIUrl":"https://doi.org/10.1109/ISRITI.2018.8864475","url":null,"abstract":"Fever or pyrexia is a condition when the body temperature rises above the average. This may occur due to viral or bacterial infection of the body. In addition, fever is the main symptom of diseases such as dengue fever, typhoid fever, diarrhea, gastroenteritis, measles, pneumonia, pharyngitis, and bronchitis. These diseases have similar symptoms, causing difficulty to distinguish them. In fact, the symptoms of diseases are usually recorded in a medical record document.Medical records can be categorized in order to ease diagnosis. The technique to categorize based on certain characteristics to several classes is called classification. Classification can categorize textual data which are first converted into numerical data so that the classification process can generate results. Fuzzy K-Nearest Neighbor is one classification technique that measures the distance between training and testing data, which then put them into a fuzzy set. This study developed a classification system for childhood diseases with fever using Fuzzy K-Nearest Neighbor based on textual medical record documents.The test results of the classification system showed an accuracy of 83.3% in the dengue fever and pneumonia data with a comparison of training and testing data of 80: 20, K value of 10, and M value of 2. Thus, it can be concluded that Fuzzy K-Nearest Neighbor classification system can be used as a solution to the classification of childhood diseases with fever.","PeriodicalId":162781,"journal":{"name":"2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124624508","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}

引用次数: 6

An Effective MRI Brain Image Segmentation using Joint Clustering (K-Means and Fuzzy C-Means) 基于联合聚类(K-Means和模糊C-Means)的有效MRI脑图像分割

2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) Pub Date : 2018-11-01 DOI: 10.1109/ISRITI.2018.8864326

Mustofa Alisahid Almahfud, Robert Setyawan, C. A. Sari, D. Setiadi, E. H. Rachmawanto

引用次数: 12

Measuring Hybrid SC-FCM Clustering with Cluster Validity Index 用聚类效度指标衡量SC-FCM混合聚类

2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) Pub Date : 2018-11-01 DOI: 10.1109/ISRITI.2018.8864459

Victor Utomo, Dhendra Marutho

引用次数: 5

Mathematical Modeling and Simulation of Missile Firing Impact Force on Warship 导弹对舰发射冲击力的数学建模与仿真

2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) Pub Date : 2018-11-01 DOI: 10.1109/ISRITI.2018.8864451

Heri Purnawan, T. Asfihani, D. Adzkiya, Subchan

引用次数: 0

Decisions Support System to determine Anxiety Levels based on Fuzzy Preference Relations 基于模糊偏好关系确定焦虑水平的决策支持系统

2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) Pub Date : 2018-11-01 DOI: 10.1109/ISRITI.2018.8864333

Kahfi Yordan, E. Wahyuni, Sri Kusumad

引用次数: 0