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2014 International Conference on Advanced Computer Science and Information System最新文献

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Quality evaluation of airline's e-commerce website, a case study of AirAsia and Lion Air websites 航空公司电子商务网站质量评价,以亚航和狮航网站为例
Pub Date : 2014-10-01 DOI: 10.1109/ICACSIS.2014.7065833
Farah Shafira Effendi, Ika Alfina
Airline industries utilize e-commerce website as one way to offer services. The website creates a new area of competition between the airlines, i.e. comparative qualities among their e-commerce websites. This research aims to develop a framework which can be used to evaluate the quality of airline's e-commerce website. Furthermore, this research also compares the quality of e-commerce website between AirAsia and Lion Air. The evaluation is based on five quality aspects, i.e. information quality, service interaction quality, usability, website design and playfulness/enjoyment. The evaluation was conducted using two survey methods, direct observation and questionnaire distribution. Wilcoxon Signed-Rank Test Method was used in this research to process data from questionnaire spreadsheets. Analysis result showed that from five quality aspects, AirAsia's website outperformed Lion Air's website.
航空业利用电子商务网站作为提供服务的一种方式。该网站在航空公司之间创造了一个新的竞争领域,即它们的电子商务网站之间的比较质量。本研究旨在建立一个可用于评价航空公司电子商务网站质量的框架。此外,本研究还比较了亚航和狮航电子商务网站的质量。评估基于五个质量方面,即信息质量、服务交互质量、可用性、网站设计和好玩/享受。采用直接观察和问卷调查两种调查方法进行评价。本研究采用Wilcoxon sign - rank检验方法处理问卷电子表格中的数据。分析结果显示,从五个质量方面来看,亚航网站优于狮航网站。
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引用次数: 5
Enhancing reliability of feature modeling with transforming representation into abstract behavioral specification (ABS) 将表征转化为抽象行为规范(ABS)提高特征建模的可靠性
Pub Date : 2014-10-01 DOI: 10.1109/ICACSIS.2014.7065834
Muhammad Irfan Fadhillah
Feature modeling on ABS was a modeling process which were performed using a text-based language known as μTVL (Micro Textual Variability Language). This approach was relatively difficult when developing a large-scale system. Therefore, systematic mechanism would be needed to make the common modeling process in feature modeling can be recognized and used by ABS. One approach that could be used was to make a code generator that transforms a feature diagram to ABS code. This research was focused on creating a code generator that can be used to transform feature diagrams into code ABS in μTVL representation. This research had succeeded in making the code generator by first preparing rule-making for feature diagram so the transformation result is suitable with the rules that are owned by ABS. Current code generator is still needed to be refined with the metamodel according to the specifications of ABS so all excess that ABS has can be put to good use.
ABS上的特征建模是一种基于文本的语言μTVL (Micro Textual Variability language,微文本变异语言)。在开发大型系统时,这种方法相对困难。因此,需要有系统的机制使特征建模中常见的建模过程能够被ABS识别和使用,可以采用的一种方法是制作一个代码生成器,将特征图转换为ABS代码。本研究的重点是创建一个代码生成器,用于将特征图转换为μTVL表示的代码ABS。本研究首先准备了特征图的规则制定,成功地制作了代码生成器,使转换结果与ABS拥有的规则相适应。目前的代码生成器还需要根据ABS的规范用元模型进行细化,使ABS的多余部分得到充分利用。
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引用次数: 1
Classification of campus e-complaint documents using Directed Acyclic Graph Multi-class SVM based on analytic hierarchy process 基于层次分析法的有向无环图多类支持向量机校园电子投诉文档分类
Pub Date : 2014-10-01 DOI: 10.1109/ICACSIS.2014.7065835
I. Cholissodin, Maya Kurniawati, Indriati, Issa Arwani
E-Complaint documents provide information that can be used to measure or evaluate the services that given by campus to its students, lecturers, staff, and public. Using text classification, the documents can be classified based on its importance and urgency. This classification will be useful for campus to make the services better. Classifying the documents can also make the complaints follow-up from campus become faster than before. This paper discussed Directed Acyclic Graph Support Vector Machine (DAGSVM) method based on Analytic Hierarchy Process (AHP) to classify E-Complaint documents into four classes based on the importance and urgecy. Highest accuracy that is obtained from this research is 82,61% with Sequential Training SVM parameters are λ = 0.5, constant of γ = 0.01, Maxiter = 10, and ε = 0.00001, training data 70%, using stemming, and Gaussian RBF kernel without using AHP weight.
电子投诉文件提供的信息可用于衡量或评估校园为学生、讲师、员工和公众提供的服务。利用文本分类法,可以根据文件的重要性和紧迫性对文件进行分类。这种分类将有助于校园更好地提供服务。对文件进行分类还可以使校园投诉的后续处理速度比以前更快。本文讨论了基于层次分析法(AHP)的有向无环图支持向量机(DAGSVM)方法,将电子投诉文件根据重要性和紧迫性分为四类。在序列训练支持向量机参数λ = 0.5,常数γ = 0.01, Maxiter = 10, ε = 0.00001,训练数据70%,使用词干提取,使用高斯RBF核,不使用AHP权值的情况下,本研究获得的最高准确率为82.61%。
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引用次数: 5
Adaptation of composite E-Learning contents for reusable in smartphone based learning system 基于智能手机的学习系统中复合电子学习内容的可重用改编
Pub Date : 2014-10-01 DOI: 10.1109/ICACSIS.2014.7065895
Herman Toile, K. Arai, Aryo Pinandito
Most of the previous E-Learning contents developed for Personal Computer (PC) is not accessible on the new device like Smartphone. The problem is the learning contents may not be supported by the current mobile devices technology. In this paper, we propose a method for adapting an old composite PC-based e-learning content and delivering it onto mobile devices. The proposed method performs information extraction, transcoding and then generates a new content as a web service for smartphone application. The method performs 100% successfully on extract the samples content using Microsoft Producer and generate new content for accesing on Smartphone. Usability test show the accepted score 94%.
以前为个人电脑(PC)开发的大部分电子学习内容无法在智能手机等新设备上访问。问题是当前的移动设备技术可能不支持学习内容。在本文中,我们提出了一种将旧的基于pc的复合电子学习内容改编并将其交付到移动设备上的方法。该方法通过信息提取、转码,生成新的内容作为智能手机应用程序的web服务。该方法100%成功地使用Microsoft Producer提取样本内容,并生成新的内容供智能手机访问。可用性测试显示可接受分数为94%。
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引用次数: 4
Creating Indonesian-Javanese parallel corpora using wikipedia articles 使用维基百科文章创建印尼语-爪哇语平行语料库
Pub Date : 2014-10-01 DOI: 10.1109/ICACSIS.2014.7065828
Bayu Distiawan Trisedya, Dyah Inastra
Parallel corpora are necessary for multilingual researches especially in information retrieval (IR) and natural language processing (NLP). However, such corpora are hard to find, specifically for low-resources languages like ethnic languages. Parallel corpora of ethnic languages were usually collected manually. On the other hand, Wikipedia as a free online encyclopedia is supporting more and more languages each year, including ethnic languages in Indonesia. It has become one of the largest multilingual sites in World Wide Web that provides free distributed articles. In this paper, we explore a few sentence alignment methods which have been used before for another domain. We want to check whether Wikipedia can be used as one of the resources for collecting parallel corpora of Indonesian and Javanese, an ethnic language in Indonesia. We used two approaches of sentence alignment by treating Wikipedia as both parallel corpora and comparable corpora. In parallel corpora case, we used sentence length based and word correspondence methods. Meanwhile, we used the characteristics of hypertext links from Wikipedia in comparable corpora case. After the experiments, we can see that Wikipedia is useful enough for our purpose because both approaches gave positive results.
平行语料库是多语言研究,特别是信息检索和自然语言处理研究的重要组成部分。然而,这样的语料库很难找到,特别是对于像民族语言这样资源匮乏的语言。民族语言平行语料库的采集多采用手工方式。另一方面,维基百科作为一个免费的在线百科全书,每年支持越来越多的语言,包括印度尼西亚的少数民族语言。它已成为万维网上最大的多语种网站之一,提供免费分发的文章。在本文中,我们探索了一些在另一个领域中使用过的句子对齐方法。我们想检查维基百科是否可以作为收集印度尼西亚民族语言印度尼西亚语和爪哇语平行语料库的资源之一。我们使用了两种句子对齐方法,将维基百科视为平行语料库和可比语料库。在平行语料库的情况下,我们使用了基于句子长度和单词对应的方法。同时,我们在可比语料库的情况下使用了维基百科超文本链接的特征。经过实验,我们可以看到Wikipedia对我们的目的足够有用,因为两种方法都给出了积极的结果。
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引用次数: 3
Information security risk management planning: A case study at application module of state asset directorate general of state asset ministry of finance 信息安全风险管理规划:以财政部国资部国资总局应用模块为例
Pub Date : 2014-10-01 DOI: 10.1109/ICACSIS.2014.7065875
S. Prasetyo, Y. G. Sucahyo
Ministry of Finance in particular the Directorate General of State Asset (DJKN) is one organization that is tasked to undertake the management of state asset and improved services to stakeholders using information technology as a supporting element. To realize the value database of state asset into a credible executive information intact, timely, accurate and can be used for decision making process for the leadership of the Ministry of Finance then needed an information security risk management plan to the main information systems that support business processes DJKN. This research aimed to develop an information security risk management plan for DJKN particularly to applications that support key business processes that called state assets module applications using the framework of ISO 27005 and ISO 27002 for risk reduction management. The results obtained from this research is the information security risk management plan that contains the document mitigation risk, control recommendations to reduce risk and acceptance of risk which contains risk management decisions also the person in charge of mitigation risk.
财政部,特别是国有资产总局(DJKN)是一个组织,其任务是承担国有资产的管理,并利用信息技术作为支持因素改善对利益相关者的服务。为实现国有资产价值数据库转化为完整、可靠、及时、准确并可用于财政部领导决策过程的信息安全风险管理方案,需要对主要信息系统的业务流程DJKN进行支持。本研究旨在为DJKN制定信息安全风险管理计划,特别是使用ISO 27005和ISO 27002框架来降低风险管理,以支持称为国有资产模块应用程序的关键业务流程。从本研究中得到的结果是信息安全风险管理计划,其中包含文件的风险缓解,控制建议,以减少风险和风险接受,其中包含风险管理决策和风险缓解负责人。
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引用次数: 4
Integration of smoke dispersion modeling with Earth's surface images 烟雾分散建模与地球表面图像的集成
Pub Date : 2014-10-01 DOI: 10.1109/ICACSIS.2014.7065886
Sumberdaya Alam, Badan Pengkajian, dan Penerapan, Gedung Geostech, Kompleks Puspiptek Serpong, Tangerang Selatan
Smoke dispersion modeling will be integrated with Earth's surface images. The modified of analytic model based on Ermak's solution of advection diffusion equation described the smoke dispersion is used. The simulation modeling and integration into the Earth's surface imagery such as the Google Earth is performed in Matlab. The result indicates that Ermak's solution is a good approximation only for the advection processes is dominant.
烟雾分散建模将与地球表面图像相结合。采用了基于Ermak平流扩散方程解的解析模型的修正来描述烟雾的扩散。在Matlab中进行了仿真建模并集成到Google Earth等地球表面图像中。结果表明,当平流过程占主导地位时,Ermak解是一个很好的近似。
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引用次数: 0
A spatial decision tree based on topological relationships for classifying hotspot occurences in Bengkalis Riau Indonesia 基于拓扑关系的印尼廖内省Bengkalis热点事件分类空间决策树
Pub Date : 2014-10-01 DOI: 10.1109/ICACSIS.2014.7065844
Y. Khoiriyah, I. S. Sitanggang
Forest fires in Riau province Indonesia, are frequently occurred every year especially in dry seasons. Hotspot is an indicator for forest fire events. Hotspots monitoring is an activity to prevent forest fires. Hotspot data are spatial data that are represented in points. In order to analyze the data, spatial algorithms are required. The extended spatial ID3 algorithm is a spatial classification algorithm for creating a spatial decision tree from spatial datasets. This research applied the extended spatial ID3 algorithm on the forest fires data in Bengkalis district, Riau province Indonesia. The data include hotspots and non-hotspots, weather data, socio-economic data, and geographical characteristics of the study area. The result of this research is a decision tree with the income source layer as the label of root node. As many 137 classification rules were generated from the tree. The accuracy of the tree is 75.66% on the forest fires dataset in Bengkalis district, Riau province.
印度尼西亚廖内省每年都经常发生森林火灾,特别是在旱季。热点是森林火灾事件的一个指标。热点监测是预防森林火灾的一项活动。热点数据是用点表示的空间数据。为了分析数据,需要空间算法。扩展空间ID3算法是一种从空间数据集生成空间决策树的空间分类算法。本研究将扩展空间ID3算法应用于印度尼西亚廖内省Bengkalis地区的森林火灾数据。数据包括热点和非热点、天气数据、社会经济数据和研究区域的地理特征。本文的研究结果是一棵以收入来源层为根节点标签的决策树。从树中生成了多达137个分类规则。在廖内省Bengkalis地区的森林火灾数据集中,该树的准确率为75.66%。
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引用次数: 5
An analysis and design of frozen shrimp traceability system based on digital business ecosystem 基于数字商业生态系统的冻虾溯源系统分析与设计
Pub Date : 2014-10-01 DOI: 10.1109/ICACSIS.2014.7065876
Taufik Djatna, Aditia Ginantaka
Traceability system is one of the most critical requirements in logistic information systems and the supply chain risk management for both global food safety and quality assurance. Realtime documentation from the earlier stages of production process enabled the two way process of traceability. This paper presented an analysis and design for traceability system of frozen Vanname shrimp based on digital business ecosystems (DBE) model. Business Process Model Notation (BPMN 2.0) was the primary tool in analyzing the task for capturing and transferring data processing between traceable units in each layer of DBE. Business process analysis helped to understand the capturing steps as the main element within such traceability system. The results of the analysis showcased how traceability system work in digital business ecosystem which involved on dispersed stakeholders. Manual data transformation to the digital system was provided by stakeholders using digital species metaphors. The requirement for factor analysis was computed with Relief method to select the most important attribute to capture. Our evaluation showed that the proposed system was able for estimating water salinity and related hatchery parameters changing, such as broodstock ID which utilized as key code. Current results showed the readiness of application to transfer into real world operation.
可追溯系统是物流信息系统和供应链风险管理中最关键的要求之一,对全球食品安全和质量保证至关重要。来自生产过程早期阶段的实时文档支持双向跟踪过程。提出了一种基于数字商业生态系统(DBE)模型的冻虾溯源系统的分析与设计。业务流程模型符号(BPMN 2.0)是分析任务的主要工具,用于在DBE的每一层的可跟踪单元之间捕获和传输数据处理。业务流程分析有助于将捕获步骤理解为这种可跟踪系统中的主要元素。分析结果展示了可追溯系统如何在涉及分散利益相关者的数字商业生态系统中发挥作用。利益相关者使用数字物种隐喻提供了向数字系统的手动数据转换。采用Relief法计算因子分析需求,选择最重要的属性进行捕获。结果表明,该系统能够较好地预测水体盐度及相关孵化场参数的变化,其中以种鱼ID为关键码。目前的结果表明,应用程序已准备好转移到现实世界的操作。
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引用次数: 6
Designing minahasa toulour 3D animation movie as part of Indonesian e-Cultural Heritage and Natural History 设计minahasa toulour 3D动画电影,作为印度尼西亚电子文化遗产和自然历史的一部分
Pub Date : 2014-10-01 DOI: 10.1109/ICACSIS.2014.7065863
S. Karouw, H. Wowor, Hendro Saputra Suratinojo
Digital preservation is one of the ways to make culture of a nation keeps alive. The culture of a nation rooted in its society and nature. The wealth of this cultures spread in many entités and areas such as stories and natures. ICT role as key enabler to preserve this cultures and natures tourism. In this paper we proposed an ethnic-based animation movie following eCultural Heritage and Natural History (eCHNH) Framework This storytelling-based movie animation developed using 3D animation movie production business process compiled by Diana Sari, which is consisting of 4 stages: development, pre-production, production and post-production. We have used storytelling technique to construct movie storyboard and used Adobe Photoshop, Blender, Audacity and Avidemux as tools to produce this 3D ethnic-based animation movie.
数字保存是使一个民族的文化保持活力的方法之一。一个民族的文化植根于其社会和自然。这种文化的财富传播到许多实体和领域,如故事和自然。信息通信技术是保护这些文化和自然旅游的关键推动者。本文提出了一部遵循eCHNH (cultural Heritage and Natural History)框架的民族动画电影,这是一部基于故事的电影动画,采用Diana Sari编写的3D动画电影制作业务流程,分为开发、前期制作、制作和后期制作4个阶段。我们使用讲故事技术来构建电影故事板,并使用Adobe Photoshop, Blender, Audacity和Avidemux作为工具来制作这部基于种族的3D动画电影。
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引用次数: 1
期刊
2014 International Conference on Advanced Computer Science and Information System
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