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2018 International Conference on Advanced Computer Science and Information Systems (ICACSIS)最新文献

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Investigating the Influence of Attitude toward Traveler's Intention to Book Open Trip Service from Open Trip C2C Marketplace Website 开放式旅游C2C市场网站对游客预订开放式旅游服务意向态度的影响
Adinda Nadinta Juliana, M. R. Shihab
this research aims to analyze the factors that influence traveler to book open-trip service through open-trip marketplace website. The collection data method that is used is online questionnaire. This research manage to collect 58 travelers who have booked on an open-trip marketplace website. The collected data then analyzed using Partial Least Square (PLS) method and using SmartPLS 3.0 software to analyze the data. The result of this research show that traveler's intention to book open-trip service through open-trip marketplace website is directly influence by attitude toward merchant and indirectly influence by merchant familiarity with an intermediate factor attitude toward merchant. Other than that, this research also show a significant relationship between source credibility with attitude toward E-WOM, and also fulfillment and system availability with attitude toward channel.
本研究旨在分析影响旅行者通过开放式旅行市场网站预订开放式旅行服务的因素。所使用的收集数据的方法是在线问卷调查。这项研究设法收集了58名在开放旅行市场网站上预订的旅行者。对采集的数据采用偏最小二乘法(PLS)进行分析,并使用SmartPLS 3.0软件对数据进行分析。研究结果表明,旅行者通过开放式旅行市场网站预订开放式旅行服务的意愿直接受到商家态度的影响,间接受到商家对商家态度的熟悉程度的影响。此外,本研究亦发现资源可信度与e -口碑态度之间,以及履约与系统可用性与渠道态度之间有显著的关系。
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引用次数: 1
Understanding the Customers’ Perception in Motorcycle Ride-Sharing on Personal Data Protection 了解共享单车用户对个人资料保护的认知
Rosalia Valentin Margareta, Y. G. Sucahyo, Y. Ruldeviyani, Arfive Gandhi
Personal Data Protection is governed by the laws of the Republic of Indonesia. The regulation must also be obeyed by motorcycle ride-sharing service. It is important to know the customers’ perception of personal data protection since it will affects the customers’ intention to provide their personal data when using the services. An analysis was conducted using quantitative methods and PLS-SEM to determine this case. 253 ride-sharing customers were hired as respondents who tested by several variables: privacy violation experiences, privacy concerns, risk beliefs, trusting beliefs, and behavioral intentions. As the results, a personal data violation experience does not negatively affect customers’ privacy concerns. However, the privacy concerns do not negatively affect the level of customers’ trust and the desire to provide personal data. It has a positive effect on the potential perceived risk. This study recommends ride-sharing providers to develop their data protection, improve privacy policies, and provides access control for customers.
个人资料保护受印度尼西亚共和国法律管辖。摩托车共享服务也必须遵守这一规定。了解客户对个人资料保障的看法非常重要,因为这将影响客户在使用服务时提供个人资料的意向。采用定量方法和PLS-SEM对该病例进行分析。253名拼车客户被雇为受访者,他们接受了几个变量的测试:隐私侵犯经历、隐私担忧、风险信念、信任信念和行为意图。结果表明,个人数据被侵犯的经历不会对客户的隐私问题产生负面影响。然而,对隐私的担忧并未对客户的信任程度和提供个人数据的意愿产生负面影响。它对潜在的感知风险有积极的影响。本研究建议网约车供应商加强数据保护,完善隐私政策,并为客户提供访问控制。
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引用次数: 1
Tourist Attractions Classification using ResNet 利用ResNet进行旅游景点分类
Nanda Maulina Firdaus, D. Chahyati, M. I. Fanany
Smart tourism is a keyword for describe the tourist on emerging forms of ICT. One application of smart tourism is to classify tourist attractions automatically, where the data in the form of pictures taken by tourists. However, there are some problems in application of tourist attractions classifications. First, in one place may have different objects and traits. Second, in some places may have a similar architecture, so it could be difficult for the system to classify the places. In this study, we focused on the tourist attractions in Jakarta and Depok using ResNet50. We divided this study into 2 scenarios. Scenario 1 is a model with 12 classes, and scenario 2 is a model with 16 classes. The results are ResNet50 has been able to handle both research problems, although not yet maximized, with average accuracy in scenario 1 is 92.17% and scenario 2 is 93.75%.
智慧旅游是描述旅游者对信息通信技术新兴形态的一个关键词。智能旅游的一个应用是对旅游景点进行自动分类,其中的数据以游客拍摄的照片的形式呈现。然而,旅游景区分类在实际应用中存在一些问题。首先,在一个地方可能有不同的物体和特征。其次,在某些地方可能有类似的架构,因此系统可能难以对这些地方进行分类。在本研究中,我们使用ResNet50对雅加达和德波克的旅游景点进行了研究。我们将本研究分为2个场景。场景1是一个有12个类的模型,场景2是一个有16个类的模型。结果是ResNet50已经能够处理这两个研究问题,虽然还没有最大化,场景1的平均准确率为92.17%,场景2为93.75%。
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引用次数: 3
UTAUT in Communication Technology of Learning Management System 学习管理系统通信技术中的UTAUT
S. Ekayanti, Irwansyah
Progressive development of technology has offered varied Learning Management Systems (LMS). These systems are aimed to facilitate educational processes through the delivery of contents, assessments, learning outputs and collaborative communication. However, the acceptance of users became a determining factor for the success or failure of LMS. A comprehension of students’ acceptance towards a LMS is very essential in order to measure its use and effects. As recent model of technology acceptance, extended Unified Theory of Acceptance and Use of Technology (UTAUT 2), has been used to investigate the acceptance on ManageBac as LMS in Gandhi Memorial Intercontinental School (GMIS), Jakarta. GMIS Jakarta has used this system platform since 2012. As LMS, ManageBac has been designed to manage curriculum planning, evaluation, outcome reporting, attendance and communication. The research was aimed to prove that extended UTAUT model would be well applied at GMIS Jakarta even though with the presence of voluntariness as additional moderator. This research also had purpose to prove whether all constructs of this model affect the acceptance and use of ManageBac at GMIS Jakarta. This research employed quantitative approach with survey method using 7 scale Likert questionnaire and SEM-PLS. A total of 245 students having experience with ManageBac for more than three years were taken as participants. The result of finding revealed that ManageBac’s acceptance model was not similar to model of extended UTAUT. Moreover, this study also depicted that relations among constructs were not similar to extended UTAUT model.
技术的进步发展提供了各种学习管理系统(LMS)。这些系统旨在通过提供内容、评估、学习成果和协作交流来促进教育进程。然而,用户的接受程度成为LMS成败的决定性因素。为了衡量LMS的使用和效果,了解学生对LMS的接受程度是非常必要的。作为最新的技术接受模型,扩展的技术接受和使用统一理论(UTAUT 2)已被用于调查雅加达甘地纪念洲际学校(GMIS)对ManageBac作为LMS的接受程度。自2012年以来,GMIS雅加达一直使用该系统平台。作为LMS, ManageBac被设计为管理课程规划、评估、结果报告、出勤和沟通。研究的目的是证明扩展的UTAUT模型可以很好地应用于GMIS雅加达,即使存在自愿作为额外的调节因素。本研究还旨在证明该模型的所有构建是否会影响GMIS雅加达分校对ManageBac的接受和使用。本研究采用定量调查方法,采用7量表Likert问卷和SEM-PLS。共有245名使用ManageBac三年以上的学生作为参与者。结果发现,ManageBac的验收模型与扩展UTAUT模型并不相似。此外,本研究还描述了构式之间的关系与扩展的UTAUT模型不相似。
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引用次数: 7
Decision Tree Learning Approach To Wildfire Modeling on Peat and Non-Peat Land in Riau Province 廖内省泥炭地与非泥炭地野火模型的决策树学习方法
M. T. Anwar, H. Pumomo, S. Y. Prasetyo, K. Hartomo
Wildfire is one of the most frequent disasters occurred in Indonesia and had caused tremendous economic loss, environmental damage, and endangered the life of human and other organisms. Wildfire cases happened in Indonesia are occurred on both peat and mineral (non-peat) land. However, the number of research on wildfire modeling which includes peat land is very limited. This research aims to build a wildfire model based on decision tree learning which includes peatland as the factor contributing to wildfire. This will also provide an alternative model for the current national risk index which is based on additive weighting. This model then can be used to build an early warning/risk map which is very useful in managing / mitigating wildfire to minimize loss. We use C4.5 classification algorithm to build the model, and exploring the contribution of each attribute to the model. Factors used in this study are the land type (peat or mineral), land cover/ land use, Normalized Difference Vegetation Index (NDVI), and The Normalized Difference Moisture (Water) Index (NDMI). The result showed that the most prominent factor in wildfire cases in our study area is the peatland, followed by its combination with land use types. While the NDVI and NDMI have a very little contribution to the model. The model with all factors included has the accuracy of 78%. The implication of this result is then discussed.
野火是印尼发生最频繁的灾害之一,造成了巨大的经济损失和环境破坏,危及人类和其他生物的生命。印度尼西亚发生的野火案件发生在泥炭和矿物(非泥炭)土地上。然而,包括泥炭地在内的野火模型研究非常有限。本研究旨在建立一个基于决策树学习的野火模型,该模型将泥炭地作为野火的影响因素。这也将为目前以累加加权为基础的国家风险指数提供另一种模型。然后,这个模型可以用来建立一个早期预警/风险地图,这在管理/减轻野火以减少损失方面非常有用。我们使用C4.5分类算法构建模型,并探索各属性对模型的贡献。本研究使用的因子是土地类型(泥炭或矿物)、土地覆盖/土地利用、归一化植被指数(NDVI)和归一化水分(水)指数(NDMI)。结果表明:泥炭地是影响研究区野火发生的最主要因素,其次是泥炭地与土地利用类型的结合。而NDVI和NDMI对模型的贡献很小。考虑所有因素的模型的准确率为78%。然后讨论了这一结果的含义。
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引用次数: 6
Circular Shift Squarer for Efficiency Improvement of Normal Basis Galois Field Inverter 提高正基伽罗瓦磁场逆变器效率的圆移位平方器
P. Mursanto, Aulia Roza Albareta
A performance evaluation on modified structure of square operation in an inverter architecture of Galois Field (GF) has been conducted. The most time-consuming GF multiplicative inversion process has been implemented by constructing a nested square and multiplication operations. The new structure of square operator takes advantage of Normal Basis (NB) representation of GF elements. Although NB parallel multiplication has higher complexity than Polynomial Basis (PB) version, the nature of simple circular shift in NB square operation has reduced the total delay significantly and increased the inversion speed by 43% in average.
对伽罗瓦场(GF)逆变器结构中改进的平方运算结构进行了性能评价。通过构造嵌套的平方和乘法运算,实现了最耗时的GF乘法反演过程。新的平方算子结构利用了GF元素的正基(NB)表示。NB并行乘法虽然比多项式基(Polynomial Basis, PB)版本具有更高的复杂度,但NB平方运算中简单的圆移位特性显著降低了总延迟,平均提高了43%的反演速度。
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引用次数: 1
Harvesting Bibliography Multi-thread, Safe and Ethical Web Crawling 收获书目多线程,安全和道德的网络爬行
H. T. Y. Achsan, W. Wibowo, W. T. Putri, M. Achsan, Quintin Kurnia Dikara Barcah
Web mining is an important techniques for it enables extraction of data and information from the web for further needs. Although there are a lot of web databases that holds bibliography data, The Online Computer Library Center (OCLC) owns the largest web databases on bibliography in the world. A large number of bibliography data, surely needs more than manual downloading. In this research we conduct an experimentation to harvest bibliography data using multi-threading process that is fast, safe and ethical. Using C# programming language and Visual Studio IDE, We were successful in harvesting five million bibliography data, without being penalized by the source site.
网络挖掘是一项重要的技术,它可以从网络中提取数据和信息以供进一步需要。尽管保存书目数据的网络数据库很多,但在线计算机图书馆中心(OCLC)拥有世界上最大的书目数据库。大量的书目数据,肯定不需要人工下载。在本研究中,我们进行了一个实验,使用多线程的方法来获取书目数据,这是一种快速、安全、道德的方法。使用c#编程语言和Visual Studio IDE,我们成功地收集了500万个书目数据,而没有受到源站点的惩罚。
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引用次数: 1
Teleconsultation as Knowledge Management System: Recognizing the Issues Contributing to its Underutilization in Hospitals 远程会诊作为一种知识管理系统:认识其在医院应用不足的问题
R. Ramli, Nor'ashikin Ali
Teleconsultation offers a platform for remote medical care. However, they have been concerns about the poor acceptance rate towards the initiative resulting in the facility being underutilized. Studies often look at the use of teleconsultation from the perspectives of technology acceptance, in many cases forgetting the fact that it is also contributing greatly towards knowledge building and preserving within healthcare organization, offering a wealth of knowledge and expertise development opportunities. This study is looking at teleconsultation use from the perspectives of knowledge management, starting by confirming that it is of type KMS, studying how it fits in healthcare’s knowledge exchange landscape and then establishing the determinants and inhibitors for the system’s use among medical practitioners. Existing research on the use of teleconsultation are studied to determine the aspects influencing its success and the finding is hoped to pave the way for further studies on teleconsultation success in health care organizations from KM perspectives.
远程会诊为远程医疗提供了平台。但是,他们一直关切的是,对该倡议的接受率很低,导致该设施未得到充分利用。研究通常从技术接受的角度来看待远程咨询的使用,在许多情况下忘记了这样一个事实,即远程咨询也对医疗保健组织内部的知识建设和保存做出了巨大贡献,提供了丰富的知识和专业技能发展机会。本研究从知识管理的角度研究远程会诊的使用,首先确认远程会诊属于KMS类型,研究远程会诊如何适应医疗保健的知识交流环境,然后确定远程会诊在医疗从业者中使用的决定因素和抑制因素。本文对现有的远程会诊使用研究进行了研究,以确定影响远程会诊成功的因素,并希望这一发现为从知识管理的角度进一步研究医疗机构远程会诊的成功铺平道路。
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引用次数: 3
Using Social Networking Sites for Learning Experiences by Indonesian University Students 印尼大学生利用社交网站学习经验
Achmad Fauzi Azmi, R. Nuravianty, Tashia Indah Nastiti, D. I. Sensuse
In this work, we explore the role of Social Networking Sites (SNS) for the student practices in various characteristic of SNS use, including Conversation and Communication, User Generate Content, File Sharing and Entertainment by undergraduates and postgraduate students. The another of our main objective is to examine the effect of SNS on student learning experience. The data were gathered from the questionnaire and received 182 responses from a sample of students or alumni who are Indonesian citizens whether they are studying in Indonesia or abroad. The results of the study show most students were using Whatsapp for conversation and communication, user-generated content and file sharing and using Youtube for entertainment. These results provide the importance of SNS could be a significant supporting role in student learning experience.
在这项工作中,我们探讨了社交网站(SNS)在大学生和研究生使用社交网站的各种特征中的作用,包括对话和交流、用户生成内容、文件共享和娱乐。我们的另一个主要目标是检验社交网络对学生学习体验的影响。这些数据是从问卷中收集来的,并收到182份来自印尼公民的学生或校友的回复,无论他们是在印尼还是在国外学习。研究结果显示,大多数学生使用Whatsapp进行对话和交流,使用用户生成的内容和文件共享,使用Youtube进行娱乐。这些结果表明,社交网络在学生学习体验中可能具有重要的支持作用。
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引用次数: 2
Designing Data Governance Structure Based On Data Management Body of Knowledge (DMBOK) Framework: A Case Study on Indonesia Deposit Insurance Corporation (IDIC) 基于数据管理知识体系框架的数据治理结构设计——以印尼存款保险公司(IDIC)为例
Mutiara Aisyah, Y. Ruldeviyani
In today's era of digital transformation, data is one of the main pillars of the organization in supporting various functions to achieve its strategic objectives. As a government institution, the Indonesia Deposit Insurance Corporation (IDIC) is responsible for securing deposits of depositors and actively participating in maintaining financial system stability. Those functions require data and information as a basis for policy making and decision making. The large number of data owned and managed by IDIC resulted in the need for a comprehensive management of the institution's data. This research aims to develop a data governance and management structure based on the guidance of Data Management Body of Knowledge (DMBOK). The results of this research are standards and guidelines to support the implementation of data governance in IDIC effectively.
在当今数字化转型的时代,数据是组织支持各种职能以实现其战略目标的主要支柱之一。作为一个政府机构,印尼存款保险公司(IDIC)负责保障储户的存款,并积极参与维护金融体系的稳定。这些职能需要数据和资料作为制定政策和决策的基础。IDIC拥有和管理的大量数据导致需要对该机构的数据进行全面管理。本研究旨在建立以数据管理知识体系(DMBOK)为指导的数据治理与管理架构。这项研究的结果是有效支持IDIC中数据治理实现的标准和指南。
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引用次数: 7
期刊
2018 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
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