Proceedings of the 2019 8th International Conference on Software and Computer Applications最新文献_第6页

Enhancing One-Dimensional Chaotic Map Based on Bitstream Dividing Model 基于比特流分割模型的一维混沌映射增强

Proceedings of the 2019 8th International Conference on Software and Computer Applications Pub Date : 2019-02-19 DOI: 10.1145/3316615.3316657

Moatsum Alawida, A. Samsudin, Wafa’ Hamdan Alshoura

{"title":"Enhancing One-Dimensional Chaotic Map Based on Bitstream Dividing Model","authors":"Moatsum Alawida, A. Samsudin, Wafa’ Hamdan Alshoura","doi":"10.1145/3316615.3316657","DOIUrl":"https://doi.org/10.1145/3316615.3316657","url":null,"abstract":"The chaotic map has attracted more researchers in chaotic cryptography domain. That is because to large similarity among their characteristics such as unpredictability and sensitivity to an initial condition. Moreover, chaotic maps are a source of entropy that provide diffusion and confusion strength in cryptographic applications. Although existing one dimensional chaotic maps are widely used, many security issues are found in their behaviors. This paper tackles those issues through the new proposed solution model that uses bitstream dividing model. The proposed model uses the fixed-point format to extract bitstream and dividing a chaotic state into N equal parts, each part is a new chaotic state. In order to show the effectiveness of the proposed model, the unimodal maps are used in the simulation, it is shown that the proposed model has better chaotic complexity and performance than the corresponding maps. Moreover, it is a simple structure but effective and can be used as a chaotification model to generate digital chaos. In chaos-based cryptography, the enhanced maps have a better security strength which is highly needed for the development of chaos-based ciphers.","PeriodicalId":268392,"journal":{"name":"Proceedings of the 2019 8th International Conference on Software and Computer Applications","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129227682","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: 5

Role-Based ABAC Model for Implementing Least Privileges 实现最小权限的基于角色的ABAC模型

Proceedings of the 2019 8th International Conference on Software and Computer Applications Pub Date : 2019-02-19 DOI: 10.1145/3316615.3316667

Muhammad Umar Aftab, Zhiguang Qin, Syed Falahuddin Quadri, Zakria, A. Javed, Xuyun Nie

引用次数: 10

Data Mining the Smartphone Manipulation Skills in a Coffee Farming Community: A Step for Risk Analysis 咖啡种植社区智能手机操作技能的数据挖掘:风险分析的一个步骤

Proceedings of the 2019 8th International Conference on Software and Computer Applications Pub Date : 2019-02-19 DOI: 10.1145/3316615.3316693

M. V. Pagudpud, T. Palaoag

{"title":"Data Mining the Smartphone Manipulation Skills in a Coffee Farming Community: A Step for Risk Analysis","authors":"M. V. Pagudpud, T. Palaoag","doi":"10.1145/3316615.3316693","DOIUrl":"https://doi.org/10.1145/3316615.3316693","url":null,"abstract":"The Philippines is largely an agricultural country, and the importance of coffee in the Philippines cannot be undervalued. However, the coffee plantations are generally confronted with various insect pests and diseases. This is the reason why authorities continue to look for solutions through technological applications for coffee farming. Smartphones are becoming a functional tool in agriculture because its mobility served as an advantage to agriculture. However, challenges regarding the level of ICT, particularly of smartphones technology usage among the rural community is low due to limited knowledge and skills. Thus, this study has the primary objective to apply data mining to the smartphone manipulation skills of possible users' dataset in the province of Quirino, Philippines. Specifically, it sought to determine the optimal number of the types of potential users and to identify the different types of possible users and their skills that emerged from the clustering. The result shows that k=4 is the best choice for the dataset. The four clusters formed to represent the four groups of possible users are the good users with 25 instances, skilled users with 35 instances, the users with limited skills with 83 instances and finally, the expert users with 32 instances. Each of the groups possesses their distinct skills which emerged from the clustering technique implemented.","PeriodicalId":268392,"journal":{"name":"Proceedings of the 2019 8th International Conference on Software and Computer Applications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123187801","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

Determining the Neural Network Topology: A Review 神经网络拓扑的确定:综述

Proceedings of the 2019 8th International Conference on Software and Computer Applications Pub Date : 2019-02-19 DOI: 10.1145/3316615.3316697

Muhammad Ibnu Choldun Rachmatullah, J. Santoso, K. Surendro

{"title":"Determining the Neural Network Topology: A Review","authors":"Muhammad Ibnu Choldun Rachmatullah, J. Santoso, K. Surendro","doi":"10.1145/3316615.3316697","DOIUrl":"https://doi.org/10.1145/3316615.3316697","url":null,"abstract":"One of the challenges in the successful implementation of deep neural network (DNN) is setting the value for various hyper-parameters, one of which is the network topology, which is closely related to the number of hidden layers and the number of hidden neurons. Determining the number of hidden layers and the number of neurons is very important and has a large influence on DNN performance. Determining these two numbers manually (usually through trial and error methods) to find fairly optimal arrangement is a time-consuming process, while the automatic approach is divided into two, they are a model-based approach and a non-model based approach. The non-model-based approach, for example, is grid search and random search, whereas model-based approaches, for example, are using particle swarm optimization (PSO) algorithms. In some researches, how to determine the number of hidden layers or number of neurons, often the guidelines are unclear, even the roles and functions of both are explained minimally. Although it is still a difficult area of research, research to determine the number of hidden layers and the number of neurons must continue to be carried out, because these two numbers will greatly determine the performance of DNN.","PeriodicalId":268392,"journal":{"name":"Proceedings of the 2019 8th International Conference on Software and Computer Applications","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124402252","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: 8

Hybrid Approach for Forecasting Tourist Arrivals 预测旅游人数的混合方法

Proceedings of the 2019 8th International Conference on Software and Computer Applications Pub Date : 2019-02-19 DOI: 10.1145/3316615.3316628

Mei-Li Shen, Hsiou-Hsiang Liu, Yi-Hsiang Lien, Cheng-Feng Lee, Cheng-Hong Yang

引用次数: 2

Real-Time Carbon Dioxide Monitoring Based on IoT & Cloud Technologies 基于物联网和云技术的实时二氧化碳监测

Proceedings of the 2019 8th International Conference on Software and Computer Applications Pub Date : 2019-02-19 DOI: 10.1145/3316615.3316622

Fanf Ming, Riyaz Ahamed Ariyaluran Habeeb, F. Nasaruddin, A. Gani

{"title":"Real-Time Carbon Dioxide Monitoring Based on IoT & Cloud Technologies","authors":"Fanf Ming, Riyaz Ahamed Ariyaluran Habeeb, F. Nasaruddin, A. Gani","doi":"10.1145/3316615.3316622","DOIUrl":"https://doi.org/10.1145/3316615.3316622","url":null,"abstract":"In recent years, environment monitoring are of greater importance towards the area of climate monitoring, analysis, agricultural productivity management, quality assurance of water, air, alongside with other potential factors that are closely connected to industrial development and convenience of living. This research is motivated by creating awareness of smart home residents on indoor air quality, as well as providing insight of carbon dioxide emissions for industries and environmental organizations. This paper proposes an efficient solution towards environment monitoring of carbon dioxide integrated with Internet of Things capability and cloud computing technology. Aforementioned techniques will deliver highly accessible and real-time data visualization which would be greatly beneficial for Smart Homes efficiency of analysis actualization and counter-measures deployment. A monitoring architecture was developed to generate, accumulate, store and visualize carbon dioxide concentration using MQ135 carbon dioxide sensor, ESP8266 Wi-Fi module, Firebase Cloud Storage Service and Android mobile application Carbon Insight for data visualization. 2880 data points in the time frame of 10 days with a 30-second interval was collected, stored and visualized with the application of this system.","PeriodicalId":268392,"journal":{"name":"Proceedings of the 2019 8th International Conference on Software and Computer Applications","volume":"137 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116050345","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: 20

Defects Detection Technique of Use Case Views during Requirements Engineering 需求工程中用例视图的缺陷检测技术

Proceedings of the 2019 8th International Conference on Software and Computer Applications Pub Date : 2019-02-19 DOI: 10.1145/3316615.3316631

Poranat Tianual, A. Pohthong

{"title":"Defects Detection Technique of Use Case Views during Requirements Engineering","authors":"Poranat Tianual, A. Pohthong","doi":"10.1145/3316615.3316631","DOIUrl":"https://doi.org/10.1145/3316615.3316631","url":null,"abstract":"In the past decade, object-oriented software engineering (OOSE) has gained popularity from many software developers, especially OOSE with a unified modeling language (UML). Use case views are often used in most systems during an analysis phase. These views show the system functionality related to the system stakeholders. Hence, use case views seem to be a corner stone for a software system. The defects occurring in use case views will affect the later designs. If these defects can be found early, it would save time and cost in software development. Therefore, this research proposes a technique for detecting defects in use case views during an analysis phase or requirements engineering process. Correct users' requirements were created as requirements specifications in a traditional form-based style for testing comparison. The algorithms for generating decision table from form-based requirements and UML use case specification as well as the algorithm for use case view validation were invented. Two simple case studies were investigated and used as the preliminary evaluation. The nineteen fourth-year students were selected as the subjects for the preliminary investigation in order to compare between manual fault detection and our automated proposed system. They were asked to perform four tasks for each case study. The results show that the efficiency of manual fault detection is less than the proposed technique at 47% and 44% or overall average as 45.5% for the two case studies. Currently, we apply this proposed technique to more complex industrial setting and familiar software systems to software engineers.","PeriodicalId":268392,"journal":{"name":"Proceedings of the 2019 8th International Conference on Software and Computer Applications","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124311581","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

An Improved Over-sampling Algorithm based on iForest and SMOTE 基于ifforest和SMOTE的改进过采样算法

Proceedings of the 2019 8th International Conference on Software and Computer Applications Pub Date : 2019-02-19 DOI: 10.1145/3316615.3316641

Yifeng Zheng, Guohe Li, Teng Zhang

引用次数: 3

Removing Unclassified Elements in Investigating of Financial Wellbeing Attributes Using Rough-Regression Model 利用粗糙回归模型去除财务健康属性调查中的未分类因素

Proceedings of the 2019 8th International Conference on Software and Computer Applications Pub Date : 2019-02-19 DOI: 10.1145/3316615.3316651

R. Efendi, Susnaningsih Mu’at, Nelsy Arisandi, N. Samsudin

引用次数: 3

Portable TOR Router with Raspberry Pi 便携式TOR路由器与树莓派

Proceedings of the 2019 8th International Conference on Software and Computer Applications Pub Date : 2019-02-19 DOI: 10.1145/3316615.3316694

A. Jamal, Deperkdharrshan Kumar, Rabab Alayham Abbas Helmi, Sim Liew Fong

{"title":"Portable TOR Router with Raspberry Pi","authors":"A. Jamal, Deperkdharrshan Kumar, Rabab Alayham Abbas Helmi, Sim Liew Fong","doi":"10.1145/3316615.3316694","DOIUrl":"https://doi.org/10.1145/3316615.3316694","url":null,"abstract":"Nowadays, internet has become an important part of everyone's lives. The internet has turned out to be a reliable tool for communication, data transfer and many more applications for people from all over the world. An individual's internet activities are being tracked and traced without their knowledge by various means. Thus, online security is a genuine worry for web clients who intend to visit interpersonal interaction locales, make an online transaction, or take an interest in internet diversions, as they need their protection to be ensured. Internet browsing is not anonymized as many Internet Service Providers (ISP's) could legally sell users information without informing users. People's internet activities are being tracked and traced by ISPs. Moreover, network spies and snooping attempts are very hard to be defeated as an ample network snooping tools are available in the market. These issues can be curbed by using a router that has anonymous browsing infrastructure. However, most of the routers that gives anonymous browsing are not portable. From this project, people will be able to browse anonymously without being traced. Besides that, network snooping and spying attempts can be defeated. Finally, a portable The Onion Routing (TOR) router can be created with a Raspberry Pi..","PeriodicalId":268392,"journal":{"name":"Proceedings of the 2019 8th International Conference on Software and Computer Applications","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125512137","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: 10