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2016 International Conference on Information Management and Technology (ICIMTech)最新文献

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Bingar: A computer-assisted speaking exam using integrated multimedia 宾格:一种电脑辅助的综合多媒体口语考试
Pub Date : 2016-11-01 DOI: 10.1109/ICIMTECH.2016.7930301
M. Wiannastiti, B. Yulianto, Aswin Wibisurya
Direct speaking exam by one to one interaction between an examiner and an examinee requires a lot of time and efforts. Therefore, a speaking exam needs to be automated. The purpose of this research is to develop a computer assisted (automated) speaking exam called Bingar. This application incorporates multimedia elements, i.e. texts, images, audios, and videos, is developed. Furthermore, it consists of two applications: the exam manager, which facilitates the creation of each exam item, and the exam player, which is used to play the exam items sequentially and record the examinee's answer. Evaluation result shows that the application is ready to use to conduct an automatic speaking exam.
直接口语考试的考官和考生之间的一对一的互动需要大量的时间和精力。因此,口语考试需要自动化。这项研究的目的是开发一种名为Bingar的计算机辅助(自动)口语考试。该应用程序集成了多媒体元素,即文本、图像、音频和视频。此外,它由两个应用程序组成:考试管理器(有助于创建每个考试项目)和考试播放器(用于按顺序播放考试项目并记录考生的答案)。评估结果表明,该应用程序已准备好用于进行自动口语考试。
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引用次数: 1
Enhancing performance of an ERP systems with a dashboard system 利用仪表板系统提高ERP系统的性能
Pub Date : 2016-11-01 DOI: 10.1109/ICIMTECH.2016.7930358
S. Wijaya
the goal of implementation for ERP systems are improving performance business process and achieve work more efficiency and productivity. The ERP systems as basic to consider evaluating performance achievement as a tool for analyzing, evaluating and support decision making. In the reality, the managers have problems using ERP systems to making decisions and ultimately improve the synchronization of business strategy. This research attempts to present how to ERP systems can support making decision using a dashboard systems to achievement the performance of organizations. The methodology used in this research involves the survey for analytic hierarchy business process. This research is expected that such a model may be used organizations to assessment the efficiency of the ERP system and can be used in evaluating, assessment, and the organizations can be able to increase competitive advantage.
ERP系统的实施目标是提高业务流程的绩效,提高工作效率和生产力。以ERP系统为基础,将绩效评价作为分析、评价和支持决策的工具。在现实中,管理者利用ERP系统进行决策并最终提高企业战略的同步性存在问题。本研究试图展示ERP系统如何支持使用仪表板系统来实现组织绩效的决策。本研究采用的方法包括层次分析法业务流程的调查。本研究期望该模型可用于组织对ERP系统的效率进行评估,并可用于评价、考核,使组织能够增加竞争优势。
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引用次数: 3
A survey of medical image classification techniques 医学图像分类技术综述
Pub Date : 2016-11-01 DOI: 10.1109/ICIMTECH.2016.7930302
Eka Miranda, Mediana Aryuni, E. Irwansyah
Medical informatics is the study that combines two medical data sources: biomedical record and imaging data. Medical image data is formed by pixels that correspond to a part of a physical object and produced by imaging modalities. Exploration of medical image data methods is a challenge in the sense of getting their insight value, analyzing and diagnosing of a specific disease. Image classification plays an important role in computer-aided-diagnosis and is a big challenge on image analysis tasks. This challenge related to the usage of methods and techniques in exploiting image processing result, pattern recognition result and classification methods and subsequently validating the image classification result into medical expert knowledge. The main objective of medical images classification is not only to reach high accuracy but also to identify which parts of human body are infected by the disease. This paper reviewed the state-of-the-art of image classification techniques to diagnose human body disease. The review covered identification of medical image classification techniques, image modalities used, the dataset and trade off for each technique. At the end, the reviews showed the improvement of image classification techniques such as to increase accuracy and sensitivity value and to be feasible employed for computer-aided-diagnosis are a big challenge and an open research.
医学信息学是结合两种医学数据源的研究:生物医学记录和成像数据。医学图像数据由像素组成,像素对应于物理对象的一部分,并由成像模式产生。医学图像数据方法的探索是一项挑战,因为它能够获取图像的洞察价值,分析和诊断特定的疾病。图像分类在计算机辅助诊断中占有重要地位,是图像分析任务的一大挑战。这一挑战涉及利用图像处理结果、模式识别结果和分类方法并随后将图像分类结果验证为医学专家知识的方法和技术的使用。医学图像分类的主要目标不仅是要达到较高的准确率,而且要识别出人体哪些部位受到了疾病的感染。本文综述了图像分类技术在人体疾病诊断中的研究进展。这篇综述涵盖了医学图像分类技术的识别、使用的图像模式、数据集和每种技术的权衡。最后,综述表明,提高图像分类技术的准确性和灵敏度值,并使其适用于计算机辅助诊断是一个巨大的挑战和开放的研究。
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引用次数: 67
Comparison of music genre classification using Nearest Centroid Classifier and k-Nearest Neighbours 最近质心分类器与k近邻音乐类型分类的比较
Pub Date : 2016-11-01 DOI: 10.1109/ICIMTECH.2016.7930314
Elizabeth Nurmiyati Tamatjita, Aditya W. Mahastama
Music genre is getting complex from time to time. As the size of digital media grows along with amount of data, manual search of digital audio files according to its genre is considered impractical and inefficient; therefore a classification mechanism is needed to improve searching. Zero Crossing Rate (ZCR), Average Energy (E) and Silent Ratio (SR) are a few of features that can be extracted from digital audio files to classify its genre. This research is conducted to classify music from digital audio (songs) into 12 genres: Ballad, Blues, Classic, Harmony, Hip Hop, Jazz, Keroncong, Latin, Pop, Electronic, Reggae and Rock using above mentioned features, extracted from WAV audio files. Classification is performed several times using selected 3, 6, 9 and 12 genres respectively. The result shows that classification of 3 music genres (Ballad, Blues, Classic) has the highest accuracy (96.67%), followed by 6 genres (Ballad, Blues, Classic, Harmony, Hip Hop, Jazz) with 70%, and 9 genres (Ballad, Blues, Classic, Harmony, Hip Hop, Jazz, Keroncong, Latin, Pop) with 53.33% accuracy. Classification of all 12 music genres yields the lowest accuracy of 33.33%. The test results with the k-Nearest Neighbours algorithm to 120 songs for k = 3 accuracy reaches 22.5%, k = 5 accuracy reaches 22.5%, k = 7 accuracy reaching 26.7% and k = 9 accuracy reaches 26.7 %. Results showed that genre classification by matching the shortest distance through the centre of the class, yields better results than using the k-NN algorithm.
音乐类型越来越复杂。随着数字媒体的规模和数据量的增长,按类型手动搜索数字音频文件被认为是不切实际和低效的;因此,需要一种分类机制来提高搜索效率。过零率(Zero Crossing Rate, ZCR)、平均能量(Average Energy, E)和无声比(Silent Ratio, SR)是可以从数字音频文件中提取的几个特征,可以用来对其类型进行分类。本研究利用上述特征,从WAV音频文件中提取音乐,将数字音频(歌曲)中的音乐分为12种类型:民谣、布鲁斯、古典、和声、嘻哈、爵士、Keroncong、拉丁、流行、电子、雷鬼和摇滚。分别使用选定的3、6、9和12个类型进行多次分类。结果表明,对3种音乐类型(Ballad、Blues、Classic)的分类准确率最高(96.67%),其次是6种类型(Ballad、Blues、Classic、Harmony、Hip Hop、Jazz),准确率为70%,9种类型(Ballad、Blues、Classic、Harmony、Hip Hop、Jazz、Keroncong、Latin、Pop),准确率为53.33%。对所有12种音乐类型进行分类的准确率最低,为33.33%。k =最近邻算法对120首歌曲的测试结果,k = 3准确率达到22.5%,k = 5准确率达到22.5%,k = 7准确率达到26.7%,k = 9准确率达到26.7%。结果表明,通过类中心匹配最短距离的类型分类比使用k-NN算法的分类效果更好。
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引用次数: 9
The user friendly features and menu of user satisfaction of teaching and learning at university in Jakarta 雅加达大学教学用户满意度的友好功能和菜单
Pub Date : 2016-11-01 DOI: 10.1109/ICIMTECH.2016.7930300
H. Hendarti, Lianawati Christian, Angelina Permatasari, Maryani
Every university is required to have a good learning tool and a tool which can increase the competition between universities. So, the university can win the competition with other universities in line with increasing the society needs of formal education. The object of this research is one of the universities in Jakarta, Indonesia, whereas the focus is the feature or variable of user friendly and menu to satisfaction variable on the web which supports the teaching and learning process in university. Nowadays, the introduction of E-Learning system prepares student learning material as online access is becoming widespread trend, especially at the university. The research aims to find out user friendly features and menu which is influence learning process on the web at one of university in Jakarta, as a consideration reference for university leader for taking a policy as a way to increase the learning system quality. The method for this research is the use of literature study, questionnaire for lecturer and university students on odd semester 2013/2014 with the use of likert scales shown that university student of variable X1 is neutral or user is satisfied or unsatisfied. Meanwhile, most of X2 variable is neutral, the user said that they were satisfy with D-10 with the score is 1723, and then for the Y variable is the user satisfaction toward web is neutral. The result of questionnaire toward lecturer shown that X1 variable about user friendly is 2 variables are satisfied and 4 variables are neutral or user satisfaction and dissatisfaction toward the web. As for X2 variable about menu shown that 11 variables are satisfied with score above 237, meanwhile 4 variables are neutral with score between 212 until 226. So, it can be conclude that user friendly features are quite influenced user satisfaction on learning process.
每个大学都需要有一个好的学习工具,一个可以增加大学之间竞争的工具。这样,大学才能在与其他大学的竞争中取胜,符合社会对正规教育日益增长的需求。本研究以印尼雅加达的一所大学为研究对象,重点研究了网络教学过程中用户友好性的特征或变量以及从菜单到满意度的变量。如今,随着网上学习的普及,尤其是在高校,E-Learning系统的引入为学生准备了学习材料。本研究旨在找出影响雅加达一所大学网络学习过程的用户友好功能和菜单,为大学领导制定政策以提高学习系统质量提供参考。本研究的方法是采用文献研究法,对2013/2014年奇数学期的讲师和大学生进行问卷调查,使用李克特量表显示变量X1的大学生为中性或用户满意或不满意。同时,X2变量大部分为中性,用户表示对D-10满意,得分为1723,Y变量为用户对web的满意度为中性。对讲师的问卷调查结果显示,用户友好的X1变量为2个满意变量,4个中立变量或用户对网站的满意和不满意变量。关于菜单的X2变量中,有11个变量满意得分在237以上,有4个变量为中性,得分在212 - 226之间。由此可见,用户友好功能对用户学习过程的满意度影响较大。
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引用次数: 3
The impact of auditor communication and due professional care on client responses to inquiries for successful audit process 审计师的沟通和应有的专业关怀对客户对成功审计过程的询问的回应的影响
Pub Date : 2016-11-01 DOI: 10.1109/ICIMTECH.2016.7930348
B. Handoko, R. Widuri
Communication becomes core and one of the most important roles in many business practices, indeed audit as a service product is no exception to communication needs. This research is conducted to examine whether auditor's ability and willingness to communicate with client and professionalism in work as variable independent have significant impact on client responses in collaborating and supporting auditor's inquiry. This topic also tests inquiry as one of the audit procedures as the intervening variable to strengthen both auditor's communication and professional attitude impact to successful audit process. The research method which used is causal quantitative using path analysis to test the impact of independent and intervening variable on dependent variable. The data were collected using sample questionnaire to the respondent of 152 Certified Public Accountant (CPA) Firms in Indonesia. The data was processed using Structural Equation Modeling (SEM) with statistical software: Amos version 22. The results of this research were: professional attitude has positive impact on client response to inquiry. Professional attitude has positive impact on successful audit process. Auditor's communication has positive impact on client responses to inquiry. Auditor's communication has positive impact on successful audit process. Finally, client responses to inquiry positively impact the successful audit process.
在许多商业实践中,沟通成为核心和最重要的角色之一,事实上,作为服务产品的审计也不例外地需要沟通。本研究旨在检验审计师与客户沟通的能力和意愿以及作为独立变量的工作专业性是否对客户在合作和支持审计师调查中的反应有显著影响。本课题还检验了作为审计程序之一的问询作为中介变量,加强审计人员的沟通和职业态度对成功审计过程的影响。采用因果定量的研究方法,利用通径分析检验自变量和干预变量对因变量的影响。数据是通过对印度尼西亚152家注册会计师事务所的问卷调查收集的。数据处理采用结构方程模型(SEM),统计软件:Amos version 22。本研究的结果是:专业态度对客户对咨询的回应有正向影响。职业态度对成功的审计过程有积极的影响。审计师的沟通对客户对询问的回应有积极的影响。审核员的沟通对审核过程的成功具有积极的影响。最后,客户对咨询的回应会对成功的审计过程产生积极影响。
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引用次数: 5
Development plan for research on omni-channel shopping to purchase intention 全渠道购物对购买意愿的研究发展规划
Pub Date : 2016-11-01 DOI: 10.1109/ICIMTECH.2016.7930335
V. U. Tjhin, B. S. Abbas, R. Kosala, Dyah Budiastuti
The new concept of omni-channel has inspired researchers to develop a model of consumer confusion to increase purchase intention. Previous studies were tested that the omni-channel integration quality can improve customer satisfaction. As a novelty, we introduced omni-channel integration as a moderating variable that influence consumer confusion to the intention of purchase. This paper constituted a hypothetical development about the proposed omni-channel integration as a part of the e-quality service. This proposed research aimed to explore the effect of consumer confusion towards purchase intention moderated by omni-channel integration. In addition, this study discussed about the antecedent of consumer confusion to the intention of purchase, namely e-WOM. Three hypotheses were modeled in this research proposal. The future results of this research were expected to be a significant contribution towards business, science, and society.
全渠道的新概念启发研究者开发了一种消费者困惑模型来增加购买意愿。已有研究证明全渠道整合质量能够提高顾客满意度。作为一种创新,我们引入了全渠道整合作为一个调节变量,影响消费者对购买意愿的混淆。本文对全渠道整合作为电子质量服务的一部分进行了假设发展。本研究旨在探讨全渠道整合对消费者混淆对购买意愿的影响。此外,本研究探讨了消费者混淆购买意愿的前因,即e-口碑。本研究计划采用三个假设模型。这项研究的未来成果有望对商业、科学和社会做出重大贡献。
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引用次数: 1
Analysis of online travel market segmentation based on behavioral intention factors with TALC model in Jakarta 基于行为意向因素的雅加达在线旅游市场细分分析
Pub Date : 2016-11-01 DOI: 10.1109/ICIMTECH.2016.7930353
E. Hendriana, Indry A. Pradipta, Weny Cheng, Annetta Gunawan, Arbi Siti Rabiah
The market of online travel, particularly online airline ticket, has potential to grow continuously in Indonesia. However, the pre-test results showed that the mainstream market has not had a strong behavioral intention to buy airline ticket online. This study aims to determine the factors that significantly affect consumer behavioral intention to buy airline ticket online and to know the consumer segmentation of online airline ticket according to Technology Adoption Life Cycle (TALC) model. Data were collected by distributing questionnaires to 100 respondents in Jakarta and analysed using linear regression analysis, cluster analysis, and cross-tabulation. The results showed that there were 13 factors having significant effect on consumer behavioral intention to buy airline ticket online, and had acquired 4 segments in the market of online airline ticket named Explorer, Pacemaker, Partaker, and Pursuer based on the thirteen behavioral intention factors, ages, and daily internet usage.
在线旅游市场,尤其是在线机票市场,在印尼有持续增长的潜力。然而,预测结果显示,主流市场并没有强烈的在线购买机票的行为意愿。本研究旨在根据技术采用生命周期(TALC)模型,确定影响消费者在线购买机票行为意愿的显著因素,并了解在线机票的消费者细分。通过向雅加达的100名受访者分发问卷收集数据,并使用线性回归分析、聚类分析和交叉表分析进行分析。结果表明,有13个因素对消费者在线购买机票的行为意愿有显著影响,并根据13个行为意愿因素、年龄和日常互联网使用情况,在在线机票市场中划分出探索者、起步者、参与者和追求者4个细分市场。
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引用次数: 0
SME's online business strategy to generate profits: Study case: PT IP vs. PT PS 中小企业产生利润的在线业务策略:研究案例:PT IP vs PT PS
Pub Date : 2016-11-01 DOI: 10.1109/ICIMTECH.2016.7930322
Yuliana Lisanti, D. Luhukay, V. Mariani
Many free offers in internet has made startup online business owners struggle to pay their bills. At first, local startup online companies learned that free stuffs will attract traffics and once you get the traffic, revenue will follow. However, it doesn't come easily. PT IP, as a local online escrow service provider for C to C, transaction traffics were dropped to more than 80% after they start to charge the transactions with a very low administration fee. While PT PS, which offers part time jobs to freelancers, had a different strategy, they charged their services from the day one. This in-progress research found that creating traffics by giving free services to generate future revenue may not be suitable for SME (small to medium enterprise) due to capital limitation and lack of economic of scale, therefore start managing your online business revenue from the day one, stop giving free stuffs and start making money by managing valuable traffics.
互联网上的许多免费服务使创业的在线企业主难以支付账单。起初,当地的在线创业公司了解到,免费的东西会吸引流量,一旦你获得了流量,收入就会随之而来。然而,这并不容易。PT IP,作为本地在线托管服务提供商的C到C,交易流量下降到80%以上后,他们开始收取非常低的管理费用的交易。虽然为自由职业者提供兼职工作的PT PS有不同的策略,但他们从第一天起就收取服务费。这项正在进行的研究发现,由于资金限制和缺乏规模经济,通过提供免费服务来创造流量来产生未来的收入可能不适合中小企业(中小型企业),因此从第一天开始管理你的在线业务收入,停止提供免费的东西,开始通过管理有价值的流量来赚钱。
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引用次数: 0
Is social media used as social activities or academic activities? (Study for college student's subject in information technology) 社交媒体是用作社交活动还是学术活动?(信息技术专业大学生课题研究)
Pub Date : 2016-11-01 DOI: 10.1109/ICIMTECH.2016.7930316
Surjandy, Julisar
recently most college students use social media such as Facebook, WhatsApp, LINE, and YouTube every day as social interaction media. This research will show the common use of social media of college students for academic- related purposes. Social media have a good effect on self and performance students. A questionnaire survey was self-administered directly to students and quantitative descriptive and explanatory methodology use for this research. The results showed that college student intensively uses social media for social activities and also for academic relate activities. The development of social media will make significantly better study learning process college student.
最近,大多数大学生每天都使用Facebook、WhatsApp、LINE、YouTube等社交媒体作为社交互动媒体。本研究将显示大学生普遍使用社交媒体的学术相关目的。社交媒体对学生的自我和表现都有很好的影响。本研究采用问卷调查直接对学生进行自我管理,并采用定量描述和解释方法。结果表明,大学生在社交活动和学术相关活动中都大量使用社交媒体。社交媒体的发展将显著改善大学生的学习过程。
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引用次数: 5
期刊
2016 International Conference on Information Management and Technology (ICIMTech)
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