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2019 International Conference on Advanced Computer Science and information Systems (ICACSIS)最新文献

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Developing Interaction Design to Provide Public Facilities Information for Persons with Disabilities 发展互动设计为残障人士提供公共设施资讯
Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979739
Qurrata A’yuna Adrianus, G. Guarddin, H. Santoso
This research was conducted to explore user needs and an effective design interaction based on user interface principle and the needs of both disabled and non-disabled people. This study proposes an effective design of mobile application for providing public facilities for persons with disabilities called BisaGo. The data were collected from an online survey to get the user requirements about design and information. The evaluation was done using usability testing, and interview sessions. The result shows that there are three groups of user needs toward this application, i.e: general needs, primary needs, and special needs. Also, the evaluation shows that the simple design is enough to represent the user needs with an average score of 8.05. However, the design can be improved to make it more attractive.
本研究基于用户界面原理,结合残障人士和非残障人士的需求,探索用户需求和有效的交互设计。本研究提出了一种有效的为残疾人提供公共设施的移动应用BisaGo的设计。数据收集自在线调查,以获得用户对设计和信息的需求。评估是通过可用性测试和面试来完成的。结果表明,该应用程序有三组用户需求,即:一般需求、主要需求和特殊需求。同时,评价表明,简单的设计足以代表用户的需求,平均得分为8.05分。然而,设计可以改进,使其更有吸引力。
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引用次数: 0
Benefits Analysis of IT Investment in Business Support System (BSS) Projects Using Ranti’s Generic IS/IT Business Values: Case Studies of the Indonesian Telecommunication Company 利用Ranti的通用IS/IT商业价值对业务支持系统(BSS)项目中IT投资的收益分析:以印尼电信公司为例
Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979945
Dimas Agung Saputra, W. S. Nugroho, B. Ranti
The problem that the organization often face is the difficulty of measuring the effectiveness of IT investment, alignment with business objective, and the benefit map into the part of organization affected. The purpose of this study is to analyze the business benefits of IT investments in Business Support System (BSS) projects, such as Customer Relationship Management (CRM) and Billing system in Indonesian Telecommunication Companies. The method of analysis is using the Ranti’s Generic IS/IT Business Value Table, which is an IT investment management framework. The analysis is also carried out the benefit identified to the units each organization within the company according to the functions of enhanced Telecom Operation Map (eTOM), which are the framework of the business process in the Telecommunication industry. The result show from case studies that the benefits provided by BSS projects are to increase business capacity (IRE-01) and improve service quality (IQU-03. The benefits obtained are more relating to business development of product and improve service quality of customer. The eTOM 2018 functions which get business values benefit are Product (7 sub-categories), Customer (3 sub-categories), Service (3 sub-categories), Resource (3 sub-categories), and Marketing (1 sub-category)
组织经常面临的问题是难以度量IT投资的有效性、与业务目标的一致性以及受影响的组织部分的利益映射。本研究的目的是分析IT投资的业务支持系统(BSS)项目,如客户关系管理(CRM)和计费系统在印尼电信公司的业务效益。分析方法是使用Ranti的通用is /IT业务价值表,这是一个IT投资管理框架。根据电信行业业务流程框架——增强型电信运营图(eTOM)的功能,对公司内部各单位的利益进行了分析。案例研究结果表明,BSS项目提供的好处是增加业务容量(IRE-01)和提高服务质量(IQU-03)。所获得的利益更多地与产品的业务发展和提高客户的服务质量有关。eTOM 2018获得商业价值效益的功能是产品(7个子类别)、客户(3个子类别)、服务(3个子类别)、资源(3个子类别)和营销(1个子类别)。
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引用次数: 3
Morphological Analysis of Speech Translation into Indonesian Sign Language System (SIBI) on Android Platform Android平台上印尼语手语系统语音翻译的形态学分析
Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8980000
M. Baehaqi, M. Irzal, Fariani Hermin Indiyah
The main problem that occurs with people with hearing impairment is the difficulty of communicating, both among fellow deaf and non-hearing impaired. This difficulty is caused by not all non-hearing impairments have skills in using sign language such as the Sistem Isyarat Bahasa Indonesia (SIBI). The presence of a SIBI dictionary cannot be used practically and less effective if people want to translate sentences to sign language. The goal that will be achieved in this research is to create assistive applications that can change the speech in form of sentences into SIBI so that it can facilitate communication between people with hearing impairment and people with non-hearing impairment. The specific target to be achieved in this research is the creation of an android application that can change the speech in form of sentences into SIBI using morphological analysis with modification of the Enhanced Confix Stripping (ECS) stemming algorithm. The method used consists of literature studies and requirement analysis, Android Speech API integration, parsing the sentence (through morphological analysis with modification of the ECS stemming algorithm), creating SIBI video datasets, testing algorithms, and testing overall. The results showed that the average accuracy of the Android Speech API is 94.06%, the average accuracy rate of morphological analysis with modification of the ECS stemming algorithm is 95%, and the overall level of conformity is 80,71%. These results indicate that overall the speech translator into SIBI is working very well.
听力受损者面临的主要问题是与聋人或非听力受损者之间的沟通困难。造成这种困难的原因是,并非所有非听力障碍的人都有使用印尼语(SIBI)等手语的技能。如果人们想把句子翻译成手语,SIBI词典的存在就不能实际使用,而且效果也不那么好。本研究的目标是创建辅助应用程序,将句子形式的语音转换为SIBI,从而促进听障人士与非听障人士之间的交流。本研究的具体目标是创建一个android应用程序,该应用程序可以通过修改增强的Confix Stripping (ECS)词干算法,通过形态学分析将句子形式的语音转换为SIBI。使用的方法包括文献研究和需求分析、集成Android Speech API、解析句子(通过修改ECS词干提取算法的形态学分析)、创建SIBI视频数据集、测试算法和整体测试。结果表明,Android语音API的平均准确率为94.06%,修改ECS词干提取算法后的词形分析平均准确率为95%,整体符合率为8071%。这些结果表明,总的来说,语音翻译到SIBI的效果很好。
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引用次数: 5
Multi-Dimensional Perspective on Factors Influencing Technology Adoption for Open Government Initiatives: A Systematic Literature Review 开放政府项目技术采用影响因素的多维视角:系统文献综述
Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979924
Hafizh Rafizal Adnan, A. Hidayanto, B. Purwandari, M. Kosandi, W. R. Fitriani, S. Kurnia
Information technology can be an enabler to optimize open government initiatives and its relative advantage. Knowing the adoption factors of technology supporting initiatives is needed to drive a more comprehensive implementation of Open Government. Hence, this study aims to provide an integrative view of open government-related technology adoption factors. Preferred Reporting Items for Systematic Reviews (PRISMA) is combined with the review method proposed by Okoli and Schabram to explore past 5 years studies. Twenty articles were screened during the study selection process. This study identified 36 factors influencing the adoption of technology to support open government initiatives. The factors were categorized using technology, organization, and environmental (TOE) Framework and additional individual and managerial dimension. The findings of this study can be a guideline for further study to explore more empirical adoption cases in various government institution types or countries.
信息技术可以成为优化政府开放举措及其相对优势的推动者。要推动更全面地推行开放政府,必须了解科技支援措施的采用因素。因此,本研究旨在提供一个与开放政府相关的技术采用因素的综合观点。PRISMA (Preferred Reporting Items for Systematic Reviews)与Okoli和Schabram提出的综述方法相结合,对过去5年的研究进行了探讨。在研究选择过程中筛选了20篇文章。本研究确定了36个影响采用科技来支持政府开放计划的因素。使用技术、组织和环境(TOE)框架以及附加的个人和管理维度对这些因素进行分类。本研究的结果可以为进一步研究提供指导,以探索更多不同政府机构类型或国家的实证采用案例。
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引用次数: 8
A Data Analysis Pipeline for Identifying Periodic Processes during Drosophila Development 识别果蝇发育周期过程的数据分析管道
Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979819
M. S. Islam, Md. Mahin, Ahsanur Rahman
In this paper, we propose a computational pipeline that can be used to unearth periodic processes and their regulators in any organism along with the networks governing such periodicity. Our approach is based on mining periodic subgraphs from temporal gene networks. Specifically, we collected 30 time varying gene networks inferred from temporal expression profiles of 588 Drosophila genes, computed periodic subgraphs in those networks, and analyzed them in a number of ways in order to discover their biological significance. Our results show that the largest connected component in the periodic subgraphs as well as hub genes and dense subgraphs in that component are highly enriched in periodically active gene-functions. We also devised a way to find the regulators of these periodic functions. We show the superiority of our approach as compared to a baseline method that computes aperiodic subgraphs by showing that similar analysis on aperiodic subgraphs fails to find any periodic or specific gene function. To the best of our knowledge, this work is the first of its kind in the field of network biology.
在本文中,我们提出了一种计算管道,可用于揭示任何生物体中的周期性过程及其调节器以及控制这种周期性的网络。我们的方法是基于从时间基因网络中挖掘周期子图。具体来说,我们收集了从588个果蝇基因的时间表达谱推断出的30个时变基因网络,计算了这些网络中的周期性子图,并通过多种方式对它们进行分析,以发现它们的生物学意义。我们的研究结果表明,周期子图中的最大连通分量以及该分量中的枢纽基因和密集子图都高度富集周期性活跃的基因功能。我们还设计了一种方法来找到这些周期函数的调节器。我们展示了与计算非周期子图的基线方法相比,我们的方法的优越性,表明对非周期子图的类似分析未能找到任何周期或特定的基因功能。据我们所知,这项工作是网络生物学领域的第一个同类工作。
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引用次数: 0
Botnet Identification Based on Flow Traffic by Using K-Nearest Neighbor 基于流量的k近邻僵尸网络识别
Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979738
D. Gunawan, Tika Hairani, A. Hizriadi
Personal data is the primary target of cybercrime. Robot network or abbreviated as botnet is a program that infects the computers and allows the botnet owner to control the infected computers. The botnet can be controlled to steal personal data of the infected computers, as well as using the computer to other cybercrime purposes. This research aims to identify the botnet in the flow traffic by using K-Nearest Neighbor (KNN). The flow traffic data source is obtained from CTU-13 datasets, which contain the real flow traffic captured by Czech Technical University. As a result, the botnet identification accuracy lies in the range of 75.84% to 97.27%, depends on the scenario and the k value. Although KNN has shown a good accuracy result, several other methods outperform KNN accuracy.
个人数据是网络犯罪的主要目标。机器人网络或缩写为僵尸网络是一种感染计算机并允许僵尸网络所有者控制被感染计算机的程序。僵尸网络可以被控制来窃取受感染计算机的个人数据,以及使用计算机进行其他网络犯罪目的。本研究旨在利用k -最近邻(KNN)识别流量中的僵尸网络。流量流量数据源来源于CTU-13数据集,该数据集包含捷克工业大学捕获的真实流量。因此,根据场景和k值的不同,僵尸网络识别准确率在75.84% ~ 97.27%之间。虽然KNN显示了良好的精度结果,但其他几种方法的精度优于KNN。
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引用次数: 0
Features to Improve The Interactivity of Government’s Post on Social Media 提高政府在社交媒体上发帖的互动性的特点
Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979782
CS. Purwowidhu Widayanti, Irwansyah
This study elaborates measurements of interactivity on social media as well as describes the predictors that can strengthen the interactivity of government’s post on Facebook and Twitter account. A content analysis was conducted on 143 posts and 313 tweets over one of government’s official account. The result shows a significant predictor of interactivity from content features both on Facebook and Twitter is the topic of posts or tweets. The topic that generally has a positive influence on the overall type of interactivity and breadth of interactivity both on Facebook and Twitter is the topic of public service advertising. A significant predictor of interactivity from the structural features on Facebook is the hashtag while significant predictors of interactivity from structural features on Twitter are multimedia elements and external links.
本研究详细阐述了社交媒体互动性的测量方法,并描述了可以加强政府在Facebook和Twitter账户上发帖的互动性的预测因素。对某政府公众号上的143条微博和313条推文进行了内容分析。结果显示,从Facebook和Twitter的内容特征来看,一个重要的交互性预测指标是帖子或tweet的主题。在Facebook和Twitter上,通常对互动的整体类型和广度产生积极影响的话题是公益广告。从Facebook的结构特征中预测交互性的一个重要因素是标签,而从Twitter的结构特征中预测交互性的一个重要因素是多媒体元素和外部链接。
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引用次数: 0
Key Frame Extraction with Face Biometric Features in Multi-shot Human Re-identification System 基于人脸生物特征的多镜头人体再识别关键帧提取
Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979799
Agus Gunawan, D. H. Widyantoro
Although achieving a good accuracy, the multi-shot human re-identification (MS Re-ID) experiences long processing time and large memory consumption, because it uses all of the frames it receives. The usage of all of the frames for reidentification does not only weigh the system’s process, but also gives redundant information. To enable a faster and lighter execution of the MS Re-ID system, the present study proposed a key frame extraction method using face biometric feature for MS Re-ID system. Key frames were responsible to provide important information of an individual’s face for re-identification, and avoid collecting the redundant features. The proposed key frame extraction method consists of two phases: face detection with facial landmark extraction and face tilt angle calculation. Multitask Cascaded Convolutional Networks (MTCNN) was used for face detection with facial landmark extraction, while 10 was used as the optimal number of key frames and the optimal face tilt angle range was -10° until 10°. We also compared MS Re-ID system with the proposed method to the normal single-shot and multi-shot systems to examine the proposed method’s impact on the performance. We found that the proposed key frame extraction method successfully retained 100% accuracy while reducing the memory consumption by 2% and the execution time by 19%, compared to MS Re-ID system without key frame extraction.
多帧人再识别(multiple -shot human Re-ID, MS Re-ID)虽然精度较高,但由于要使用接收到的所有帧,处理时间长,内存消耗大。使用所有的帧进行重新识别不仅权衡了系统的进程,而且提供了冗余信息。为了使MS Re-ID系统更快、更轻地执行,本研究提出了一种基于人脸生物特征的MS Re-ID系统关键帧提取方法。关键帧负责提供人脸的重要信息以供重新识别,避免收集冗余特征。提出的关键帧提取方法包括两个阶段:人脸检测与人脸特征提取和人脸倾斜角计算。采用多任务级联卷积网络(Multitask cascade Convolutional Networks, MTCNN)进行人脸检测,提取人脸地标,最优关键帧数为10帧,最优人脸倾斜角度范围为-10°~ 10°。我们还将采用该方法的MS Re-ID系统与普通的单发和多发系统进行了比较,以检验该方法对性能的影响。我们发现,与没有关键帧提取的MS Re-ID系统相比,所提出的关键帧提取方法成功地保持了100%的准确率,同时减少了2%的内存消耗和19%的执行时间。
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引用次数: 0
Open Tridharma: A Framework for Digital Openness in Higher Education 开放三法:高等教育数字开放框架
Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979901
Fariz Darari, Garry Gumelar Pratama, A. Krisnadhi
The quality of higher education in Indonesia does not distribute equally, as observed from various sources of university ranking results. This calls for a solution to narrow the quality gap that leverages digital approaches. In this paper, we propose Open Tridharma, a framework for digital openness in higher education. The framework augments Tridharma, the three pillars of Indonesian higher education (i.e., education, research, and community service), by laying the digital openness foundation. We also provide qualitative analysis and discuss the benefits and challenges of Open Tridharma.
从不同来源的大学排名结果可以看出,印尼高等教育的质量分布并不均衡。这就需要一个利用数字方法缩小质量差距的解决方案。在本文中,我们提出了一个高等教育数字开放框架——开放三法(Open Tridharma)。该框架为印尼高等教育的三大支柱(即教育、研究和社区服务)奠定了数字开放的基础,从而增强了triddharma。我们也提供定性分析,并讨论开放三法的好处和挑战。
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引用次数: 0
ICACSIS 2019 Table of Contents ICACSIS 2019目录
Pub Date : 2019-10-01 DOI: 10.1109/icacsis47736.2019.8979706
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引用次数: 0
期刊
2019 International Conference on Advanced Computer Science and information Systems (ICACSIS)
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