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PENGEMBANGAN MODEL EPIDEMIK SIRA UNTUK PENYEBARAN VIRUS PADA JARINGAN KOMPUTER
Pub Date : 2019-06-30 DOI: 10.14710/jfma.v2i1.26
Panca Putra Pemungkas, S. Sutrisno, S. Sunarsih
This paper is addressed to discuss the development of epidemic model of SIRA (Susceptible-Infected-Removed-Antidotal) for virus spread analysis purposes on a computer network. We have developed the existing model by adding a possibility of antidotal computer returned to susceptible computer. Based on the results, there are two virus-free equilibrium points and one endemic equilibrium point. These equilibrium points were analyzed for stability issues using basic reproduction number and Routh-Hurwitz Method.
本文讨论了用于计算机网络上病毒传播分析的SIRA(易感-感染-清除-解毒)流行模型的发展。我们在现有模型的基础上增加了解毒计算机返回易感计算机的可能性。根据结果,存在两个无病毒平衡点和一个地方性平衡点。利用基本再现数和劳斯-赫维茨法分析了这些平衡点的稳定性问题。
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引用次数: 1
PENYELESAIAN NUMERIK MODEL PREDATOR-PREY DENGAN SKEMA BEDA HINGGA TAK-STANDAR 捕食模型的数字解决方案与不标准的不同方案
Pub Date : 2019-06-30 DOI: 10.14710/jfma.v2i1.24
Rina Reorita, Renny Renny
Interaction between predator and prey can be represented as a system of non-linear differential equation which is difficult to be solved analytically. In this research, a predator-prey model with an addition of harvesting factor is discretized into a system of difference equation using non-standard finite difference scheme. The analysis result shows that the developed scheme has qualitative property which is consistent to the continuous system.
捕食者与猎物之间的相互作用可以表示为一个难以解析求解的非线性微分方程系统。本文采用非标准有限差分格式,将一个加入收获因子的捕食者-猎物模型离散为一个差分方程系统。分析结果表明,所开发的方案具有定性性质,与连续系统相一致。
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引用次数: 0
RADIKAL SUPERNILPOTENT BERTINGKAT
Pub Date : 2019-06-30 DOI: 10.14710/JFMA.V2I1.25
Puguh Wahyu Prasetyo
The development of Ring Theory motivates the existence of the development of the Radical Theory of Rings. This condition is motivated since there are rings which have properties other than those owned by the set ring of all integers. These rings are collected so that they fulfill certain properties and they are called radical classes of rings. As the development of science about how to separate the properties of radical classes of rings motivates the existence of supernilpotent radical classes. On the other hand, there exists the concept of graded rings. This concept can be generalized into the Radical Theory of Rings. Thus, the properties of the graded supernilpotent radical classes are very interesting to investigate. In this paper, some graded supernilpotent radical of rings are given and their construction will be described. It follows from this construction that the graded Jacobson radical is a graded supernilpotent radical.
环理论的发展促进了环的根理论发展的存在。这个条件是有动机的,因为有些环具有与所有整数的集合环所具有的性质不同的性质。这些环被收集起来,使它们满足某些性质,它们被称为环的基类。随着科学的发展,关于如何分离环的原子类的性质,激发了超幂零原子类的存在。另一方面,存在着分级环的概念。这个概念可以推广到环的根理论中。因此,梯度超幂零自由基类的性质是非常值得研究的。本文给出了一些环的分级超幂零根,并给出了它们的构造。由这个构造可知,梯度Jacobson根是一个梯度超幂零根。
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引用次数: 0
BEBERAPA MODIFIKASI PADA ALGORITMA KRIPTOGRAFI AFFINE CIPHER
Pub Date : 2018-11-30 DOI: 10.14710/JFMA.V1I2.19
Dian Eka Wijayanti
Affine Cipher Cryptography Technique is one of the techniques in classical cryptography which is quite simple so it is very vulnerable to cryptanalysis. Affine cipher's advantage is having an algorithm that can be modified with various techniques. The modifications that can be made to Affine Cipher is to combine Affine cipher's algorithm with other ciphers, replace Affine cipher's key with various functions and matrices and expand the space for plaintext and ciphertexts on Affine cipher. Affine cipher can also be applied to the stream cipher as a keystream generator. This research discusses several modifications of Affine cipher algorithm and performs several other modifications.  These modifications are combining Affine Chiper and Vigenere Cipher on , combining Affine, Vigenere and Hill Cipher with invertible matrix applications on . Furthermore, a comparison of the three modifications will be carried out to obtain a new cryptographic method that is more resilient to the cryptanalysis process.
仿射密码技术是经典密码学中的一种技术,它非常简单,因此很容易受到密码分析的攻击。仿射密码的优点是其算法可以通过各种技术进行修改。对仿射密码的修改可以是将仿射密码的算法与其他密码结合起来,用各种函数和矩阵代替仿射密码的密钥,在仿射密码上扩展明文和密文的空间。仿射密码也可以作为密钥流生成器应用于流密码。本文讨论了仿射密码算法的几种修改,并进行了其他几种修改。这些改进是将仿射切分法和维吉尼埃尔密码结合起来,将仿射、维吉尼埃尔和希尔密码与可逆矩阵应用结合起来。此外,将对这三种修改进行比较,以获得对密码分析过程更具弹性的新密码方法。
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引用次数: 0
IMPLEMENTASI METODE MULTINOMIAL NAÏVE BAYES CLASSIFIER UNTUK ANALISIS SENTIMEN 多语种实践的实践实践情感分析经典
Pub Date : 2018-11-30 DOI: 10.14710/jfma.v1i2.18
Eva Liyan Woro Ningrum, A. Widodo
GO-JEK is an information technology-based service consisting of 3 main services, namely GO-JEK, GO-LIFE, and GO-PAY. As time goes by, customer complaints arise about the lack of satisfaction with GO-JEK services. One measure of GO-JEK customer service satisfaction can be acknowledged by way of analyzing sentiments on the data of public opinion twett submitted on the twitter official account, @gojekindonesia. In this research, sentiment analysis was carried out using the Naïve Bayes Classifier learning algorithm. The number of data twitts used is 9987. The twit data is labeled according to the class which includes positive, negative and neutral classes. Then the next process is data preprocessing consisting of cleansing, tokenization, filtering, stemming, and stopword removal. The evaluation method using 10-fold cross validation with the results obtained is precision value of 80%, recall of 80%, f1-score of 80%, maximum accuracy of 82% and average accuracy of 79%.
GO-JEK是一个基于信息技术的服务,由GO-JEK、GO-LIFE和GO-PAY三个主要服务组成。随着时间的推移,客户抱怨GO-JEK的服务不满意。通过分析twitter官方账号@gojekindonesia上提交的民意推文数据的情绪,可以认识到GO-JEK客户服务满意度的一个衡量标准。在本研究中,使用Naïve贝叶斯分类器学习算法进行情感分析。使用的数据tweet数为9987。推特数据按类别进行标注,类别包括正类、负类和中性类。然后下一个过程是数据预处理,包括清理、标记化、过滤、词干提取和停止词删除。采用10倍交叉验证的评价方法,得到精密度值为80%,召回率为80%,f1评分为80%,最高准确率为82%,平均准确率为79%。
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引用次数: 0
OPERATOR PADA RUANG FUNGSI TERINTEGRAL DUNFORD
Pub Date : 2018-11-30 DOI: 10.14710/JFMA.V1I2.17
Solikhin Solikhin, Y. Sumanto, Susilo Hariyanto, Abdul Aziz
An integral Dunford and an operator on Dunford integrable functional space have discussed in this article. The results were shown that the Dunford integrable functional space was a linear function. For every Dunford integrable function on a closed interval, there is an operator that is linear bounded and weak compact operator, whereas its adjoin operator is also linear bounded and weak compact. An operator is weak compact if and only if its adjoin operator is weak compact. Furthermore, the norm of this operator was equal to the norm of its adjoin operator.
本文讨论了邓福德可积泛函空间上的一个积分和算子。结果表明,Dunford可积泛函空间是一个线性函数。对于闭区间上的每一个Dunford可积函数,存在一个线性有界弱紧算子,其邻算子也是线性有界弱紧算子。一个算子是弱紧的当且仅当它的邻算子是弱紧的。更进一步,这个算子的范数等于它的邻算子的范数。
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引用次数: 1
MODEL REGRESI LINIER BAYESIAN DENGAN APLIKASI PADA DATA PENUNDAAN PENERBANGAN
Pub Date : 2018-11-30 DOI: 10.14710/JFMA.V1I2.21
V. N. Lestari, Subanar Subanar
Bayesian linear regression is an approach to linear regression where statistical analysis depend of Bayesian inference. The Bayesian model on big data uses a summary of data statistics as input; Statistical summary can be calculated from each subset, then a statistical summary of the full dataset is obtained from the sum of the summary statistics for each subset. Recent developments in data science and research, produce large datasets that are too large to be analyzed as a whole due to the limitations of computer memory or storage capacity. To overcome this, a program package was introduced from R namely BayesSummaryStatLM for the Bayesian linear regression model with the Markov Chain Monte Carlo implementation that overcomes this limitation. Then the program package from R, ff is used to read data in large datasets while calculating statistics summary. In this study Bayesian linear regression model used with several choices of prior distribution for unknown model parameters, and illustrates in simulation data and real datasets for flight delay data in US 2008. The application of simulation data and flight delay data produces a plot of density functions for the β parameters has a shape resembling a plot of Normal distribution density function, whereas for plot  parameters the density function has a shape resembling the plot of Inverse Gamma distribution density function. In the simulation data, the estimator for each parameter produced has a value that approach to the value of the specified parameter (True Value). This is also indicated by the narrow credible interval for each parameters.
贝叶斯线性回归是一种统计分析依赖于贝叶斯推理的线性回归方法。大数据贝叶斯模型使用数据统计汇总作为输入;可以从每个子集计算统计汇总,然后从每个子集的汇总统计量求和得到完整数据集的统计汇总。由于计算机内存或存储容量的限制,数据科学和研究的最新发展产生了大型数据集,这些数据集太大而无法作为一个整体进行分析。为了克服这一点,从R中引入了一个程序包,即BayesSummaryStatLM,用于贝叶斯线性回归模型,具有克服这一限制的马尔可夫链蒙特卡罗实现。然后使用R, ff中的程序包读取大数据集中的数据,同时计算统计汇总。本研究采用贝叶斯线性回归模型,对未知模型参数选择先验分布,并在模拟数据和真实数据集中对美国2008年航班延误数据进行了说明。模拟数据和航班延误数据的应用产生了β参数的密度函数图,其形状类似于正态分布密度函数图,而对于图参数,密度函数的形状类似于反伽玛分布密度函数图。在模拟数据中,产生的每个参数的估计器都有一个接近指定参数值(真值)的值。每个参数的可信区间都很窄,也说明了这一点。
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引用次数: 0
ANALISIS EMPIRIS TINGKAT KEPUASAN MAHASISWA PADA KUALITAS PELAYANAN DAN FASILITAS MENGGUNAKAN WEIGHTED LEAST SQUARES 对学生对服务质量的满意度的实证分析使用了最宽松的正方形
Pub Date : 2018-11-30 DOI: 10.14710/jfma.v1i2.11
Nendra M.S Dwipa, Titis Sunanti
The present article aims to study the level of students’ satisfaction of PGRI Yogyakarta University towards service and facilities quality. To try and understand the factors which influence student satisfaction as well as consequences of it, this study test a weighted least squares model of student satisfaction. This study investigate determinant and dominant factors of the students’ satisfaction and its characteristics. The data were collected through a questionnaire administered to 160 students of PGRI Yogyakarta University to investigate their perceptions of the universities services. A questionnaire containing 30 questions has been used for data collection. The data were analyzed using the descriptive technique and the weighted least squares analysis. The measurement of the service quality is an important element to provide better, more efficient and more effective services.  SPSS Software and Cronbach alpha index have been used for data analysis and reliability. The reliability factor should be improved first because it is dominant in determining the students’ satisfaction. Quality indicators constituting the reliability factor include classroom, library, laboratory, public area, and information system. The results show that, by percentage, 2 indicators are in the very good category, only 5 indicators are in the good category, 9 indicators are in the fairly good category, and 14 indicators are in the poor category. The results indicate that the universities service quality needs to be improving. The results of the analysis show that five determinant factors of the students’ satisfaction include tangibles, reliability, responsiveness, assurance, and empathy. By the priority scale, the reliability factor should be improved first because it is dominant in determining the students’ satisfactionThe present article aims to study the level of students’ satisfaction of PGRI Yogyakarta University towards service and facilities quality. To try and understand the factors which influence student satisfaction as well as consequences of it, this study test a weighted least squares model of student satisfaction. This study investigate determinant and dominant factors of the students’ satisfaction and its characteristics. The data were collected through a questionnaire administered to 160 students of PGRI Yogyakarta University to investigate their perceptions of the universities services. A questionnaire containing 30 questions has been used for data collection. The data were analyzed using the descriptive technique and the weighted least squares analysis. The measurement of the service quality is an important element to provide better, more efficient and more effective services.  SPSS Software and Cronbach alpha index have been used for data analysis and reliability. The reliability factor should be improved first because it is dominant in determining the students’ satisfaction. Quality indicators constituting the reliability factor include classroom, libr
本研究旨在研究PGRI日惹大学学生对服务及设施品质的满意程度。为了试图了解影响学生满意度的因素及其后果,本研究测试了学生满意度的加权最小二乘模型。本研究探讨学生满意度的决定因素和主导因素及其特点。数据是通过对160名PGRI日惹大学的学生进行问卷调查收集的,以调查他们对大学服务的看法。数据收集使用了一份包含30个问题的调查表。采用描述性方法和加权最小二乘方法对数据进行分析。衡量服务质量是提供更好、更高效、更有效服务的重要因素。采用SPSS软件和Cronbach alpha指数进行数据分析和信度分析。信度因子是决定学生满意度的主导因素,应首先提高信度因子。构成可靠性因素的质量指标包括教室、图书馆、实验室、公共区域和信息系统。结果表明,按百分比计算,2项指标处于非常好类别,只有5项指标处于良好类别,9项指标处于较好类别,14项指标处于较差类别。结果表明,高校服务质量有待提高。分析结果表明,学生满意度的五个决定因素包括有形因素、可靠性因素、响应性因素、保证因素和共情因素。通过优先级量表,可靠性因子在决定学生满意度中占主导地位,因此首先需要改进。本文旨在研究PGRI日惹大学学生对服务和设施质量的满意度水平。为了试图了解影响学生满意度的因素及其后果,本研究测试了学生满意度的加权最小二乘模型。本研究探讨学生满意度的决定因素和主导因素及其特点。数据是通过对160名PGRI日惹大学的学生进行问卷调查收集的,以调查他们对大学服务的看法。数据收集使用了一份包含30个问题的调查表。采用描述性方法和加权最小二乘方法对数据进行分析。衡量服务质量是提供更好、更高效、更有效服务的重要因素。采用SPSS软件和Cronbach alpha指数进行数据分析和信度分析。信度因子是决定学生满意度的主导因素,应首先提高信度因子。构成可靠性因素的质量指标包括教室、图书馆、实验室、公共区域和信息系统。结果表明,按百分比计算,2项指标处于非常好类别,只有5项指标处于良好类别,9项指标处于较好类别,14项指标处于较差类别。结果表明,高校服务质量有待提高。分析结果表明,学生满意度的五个决定因素包括有形因素、可靠性因素、响应性因素、保证因素和共情因素。在优先度量表中,由于信度因子在决定学生满意度中占主导地位,因此应首先改进信度因子。
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引用次数: 0
FUNGSI TERDEKATI DAN SIFAT-SIFATNYA 功能齐全
Pub Date : 2018-11-30 DOI: 10.14710/jfma.v1i2.14
Abdul Aziz, Susilo Hariyanto, Y. Sumanto, Solikhin Solikhin
In this paper, we have defined an approachable function using a simple function on a compact sets. Furthermore the simple properties of the function was examined and it was obtained that measurable function, continuous function, and bounded function are approachable function along the function space is a linier space.
本文利用紧集合上的一个简单函数定义了一个可逼近函数。进一步研究了函数的简单性质,得到了可测函数、连续函数和有界函数沿函数空间为线性空间是可逼近的函数。
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引用次数: 0
IMPLEMENTASI LOGIKA FUZZY MAMDANI UNTUK MENENTUKAN KOMPOSISI OPTIMAL PUPUK ORGANIK DAN ANORGANIK NPK PADA TANAMAN MENTIMUN 模糊哺乳逻辑的实施,以确定黄瓜植物中有机肥料和无机NPK的最佳成分
Pub Date : 2018-11-30 DOI: 10.14710/jfma.v1i2.20
Fajar Ridwan Analistyawan, Sutrisno Sutrisno, Solichin Zaki
In this article, we have determined the optimal composition of organic fertilizer and NPK inorganic fertilizer for cucumber plants. We have formulated two fuzzy systems which are fuzzy system 1 and fuzzy system 2. The inputs for fuzzy system 1 are plants’ height and the number of leaves where the output is the growth rate. Fuzzy system 2 had input of growth rate and NPK concentration and output of organic fertilizer concentration. By processing the data using fuzzy system, we have compared the cucumber plant with organic fertilizer and NPK to cucumber plant that was used only NPK fertilizer. The result had shown that the cucumber plant with organic fertilizer and NPK was produced the better outcome than the cucumber plants with NPK only.
本文确定了黄瓜有机肥料和氮磷钾无机肥料的最佳配比。我们建立了两个模糊系统,即模糊系统1和模糊系统2。模糊系统1的输入是植物的高度和叶片数,输出是生长速率。模糊系统2的输入为生长速率和氮磷钾浓度,输出为有机肥浓度。采用模糊系统对数据进行处理,对施用有机肥和氮磷钾的黄瓜植株与只施用氮磷钾的黄瓜植株进行了比较。结果表明,施用有机肥和氮磷钾的黄瓜产量比只施用氮磷钾的黄瓜产量好。
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引用次数: 0
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Journal of Fundamental Mathematics and Applications (JFMA)
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