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2022 7th International Conference on Business and Industrial Research (ICBIR)最新文献

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Mobile Banking Adoption for Digital Financial Inclusion 采用移动银行实现数字普惠金融
Pub Date : 2022-05-19 DOI: 10.1109/ICBIR54589.2022.9786477
P. Jain, B. Sharma, Rachit Jain, Anand Kumar Pandey, S. Khare
This study aims to determine the challenges customers face during mobile banking adoption. Mobile banking usage is increasing in India, yet not at that pace, especially in rural areas where smartphones’ penetration also increases. It is pertinent to address the issues that encounter the diffusion of mobile banking at the mass label. This research determines customers’ various risks and their impact on mobile banking adoption. This research is a descriptive study that collected data through a structured questionnaire from 250 respondents from a small district of India, Gwalior. The study concluded that the three risks of perceived privacy, perceived security, and convenience risk significantly influence mobile banking adoption. This research will be useful for banking and financial organizations, and policymakers to address these challenges at the grassroots level to further diffuse this advanced banking channel.
本研究旨在确定客户在采用手机银行时面临的挑战。在印度,手机银行的使用正在增加,但速度还没有那么快,尤其是在智能手机普及率也在增加的农村地区。这是相关的解决问题,遇到扩散的移动银行在大众标签。本研究确定了客户的各种风险及其对移动银行采用的影响。本研究是一项描述性研究,通过结构化问卷调查收集了来自印度瓜廖尔一个小地区的250名受访者的数据。研究得出结论,感知隐私风险、感知安全性风险和便利性风险这三种风险显著影响移动银行的采用。这项研究将有助于银行和金融机构以及政策制定者在基层解决这些挑战,进一步扩散这一先进的银行渠道。
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引用次数: 0
Evaluation of Hybrid Collaborative Filtering Approach with Context-Sensitive Recommendation System 基于上下文敏感推荐系统的混合协同过滤方法评价
Pub Date : 2022-05-19 DOI: 10.1109/ICBIR54589.2022.9786506
D. F. Murad, Rosilah Hassan, B. Wijanarko, Riyan Leandros, S. A. Murad
This study aims to evaluate the recommendation system we have implemented. The test was carried out using student profile data with (1) adding contextual information and (2) without contextual information. The evaluation was carried out using three predictive methods, user collaborative filtering, item collaborative filtering, and hybrid. We use the correlation coefficient to determine which method has the best correlation coefficient between the predicted and actual values. In this experiment, the best method for predicting the actual value is to use a user-based collaborative filtering method. A low correlation coefficient indicates that a machine learning model is needed to learn the predictive formula of the predictor features and their actual values. The test results using these three methods show that the correlation coefficient between the actual value and the predicted value using user-based collaborative filtering is the highest. Meanwhile, the lowest correlation coefficient between the actual value and predicted values using item collaborative filtering is the lowest. The results of this study prove that contextual information as an additional feature of student profiles increases the correlation coefficient between actual and predicted scores using a user collaborative filter.
本研究旨在评估我们已经实现的推荐系统。测试使用(1)添加上下文信息和(2)不添加上下文信息的学生档案数据进行。采用用户协同过滤、项目协同过滤和混合预测三种预测方法进行评价。我们用相关系数来确定哪种方法的预测值和实际值之间的相关系数最好。在本实验中,预测实际值的最佳方法是使用基于用户的协同过滤方法。如果相关系数较低,则需要机器学习模型来学习预测特征的预测公式及其实际值。三种方法的测试结果表明,基于用户的协同过滤的实际值与预测值之间的相关系数最高。同时,项目协同过滤的实际值与预测值之间的最小相关系数最小。本研究的结果证明,上下文信息作为学生档案的附加特征,使用用户协同过滤器增加了实际分数和预测分数之间的相关系数。
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引用次数: 7
Digital Skills and Job Performance in Remote Work 远程工作中的数字技能和工作绩效
Pub Date : 2022-05-19 DOI: 10.1109/ICBIR54589.2022.9786486
García-Salirrosas Elizabeth Emperatriz, Millones-Liza Dany Yudet
The objective of this study is to estimate the level of association between digital skills and job performance in remote work in a developing country such as Peru. A non-probabilistic convenience sampling was applied and it was possible to reach 350 adequate surveys for the development of this work. The population of this study were workers from the city of Lima, who were working remotely. For the validation of the instrument, the exploratory factorial analysis (EFA) and confirmatory factorial analysis (CFA) were carried out and the Spearman’s RHO statistic was used for the hypothesis test. The result showed that there is a positive and significant relationship (Rho 0.427; p value 0.000). It is concluded that the greater the development of digital skills, the higher the level of job performance of workers in remote mode.
本研究的目的是估计在秘鲁等发展中国家远程工作中数字技能与工作绩效之间的关联水平。采用了非概率方便抽样,有可能达到350个适当的调查,以开展这项工作。这项研究的人群是来自利马市的工人,他们远程工作。为了对仪器进行验证,采用探索性因子分析(EFA)和验证性因子分析(CFA),并采用Spearman 's RHO统计量进行假设检验。结果表明,二者呈显著正相关(Rho 0.427;P值0.000)。研究发现,数字技能发展程度越高,远程模式下员工的工作绩效水平越高。
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引用次数: 1
Route Planning to Increase Transportation Efficiency: A Case Study of ABC Company Limited 提高运输效率的路线规划:以ABC有限公司为例
Pub Date : 2022-05-19 DOI: 10.1109/ICBIR54589.2022.9786454
Wasan Kanlaya, Phuwadon Waiyanet, Dhippayachut Sirisingh
This research is a study of route planning to increase transportation efficiency with the aim of analyzing freight routing and comparing freight costs first after the transportation route is completed by analyzing the appropriate transportation routes because the company has problems with shipping delays, which means that customers have to wait for goods and because of waiting that cause increased costs due to waiting penalties. Because you can’t control your time. Causes shipping errors due to outsourcing of vehicles through external contractors.The researchers then conducted a study of the delivery route, where the researchers used flow charts to get an overview of the company’s shipping process and then collect customer address information. These include delivery addresses, shipping cycles being stored, the time that customers receive estimated items in each cycle, and customer penalties, all of which are recorded in Microsoft Excel/Google maps, and then explore shipping routes separately from the actual shipping date of each cycle. Two types: inquiries from transport drivers who are hired for transport, and using Google Maps to explore routes and estimates to be classified as databases, and then set them as standards for transportation, after which the researchers conducted a three-month trial of the test results, which showed that they were more effective at delivering and reducing complaints from customers, reducing the problem of not being delivered on time to a decrease. 0.9% and no charges incurred as a result of slow delivery due to force majeure acceptable to customers.The results of this research conclude that by shipping the product from the company to the customer’s hands, it has improved efficiency and can also control delivery time. This includes reducing the problem of waiting fees for customer companies and also reducing costs caused by outsourcing of transportation, and the company can control the time of delivery of goods by the customer’s need. We look forward to promoting the process even further and applying it to future operations to reduce shipping costs.
本研究是一个路线规划的研究,以提高运输效率,目的是分析货运路线和比较运费成本首先在运输路线完成后,通过分析合适的运输路线,因为公司有运输延误的问题,这意味着客户必须等待货物,因为等待,导致成本增加,由于等待的惩罚。因为你无法控制自己的时间。由于通过外部承包商外包车辆而导致运输错误。然后,研究人员对送货路线进行了研究,研究人员使用流程图对公司的送货过程进行了概述,然后收集了客户地址信息。这些包括送货地址、存储的送货周期、客户在每个周期中收到估计物品的时间以及客户罚款,所有这些都记录在Microsoft Excel/Google地图中,然后从每个周期的实际送货日期单独探索送货路线。两种类型:一种是被雇佣来运输的运输司机的查询,另一种是使用谷歌地图来探索路线和估计,将其分类为数据库,然后将其设置为运输标准,之后研究人员对测试结果进行了为期三个月的试验,结果表明他们在交付和减少客户投诉方面更有效,减少了不按时交付的问题。客户可接受的不可抗力导致的延迟交货不产生任何费用。本研究的结果表明,通过将产品从公司运送到客户手中,提高了效率,也可以控制交货时间。这包括减少客户公司的等待费问题,也减少了运输外包带来的成本,公司可以根据客户的需求来控制交货时间。我们期待着进一步推动这一进程,并将其应用于未来的运营,以降低运输成本。
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引用次数: 0
Analysis of Dialogue Between Caregivers and Recipients for a Communication Robot 一种通信机器人的照顾者和接受者之间的对话分析
Pub Date : 2022-05-19 DOI: 10.1109/ICBIR54589.2022.9786451
Kyoko Kanzaki, H. Isahara
We started developing a communication robot mounted Japanese dialogue system for people with dementia. For this purpose, we recorded the dialogues between caregivers and people with dementia in the nursing home. We call people living in the nursing home recipients. From our observation in the dialogue corpus, we found the differentiation between caregiver’s and recipient’s utterances. Also we chose topics that were frequently spoken based on analysis of the dialogues classified with some viewpoints, that is, the old memories, current topics, the dialogue related to their activities, or daily care. Based on the characteristics of their utterances in dialogue corpus, we extracted 6 items that we need to consider for a communication system for nursing.
我们开始为痴呆症患者开发一种安装日语对话系统的交流机器人。为此,我们记录了护理人员与养老院痴呆症患者之间的对话。我们称住在养老院的人为受助人。通过对对话语料库的观察,我们发现照顾者和接受者的话语存在差异。另外,我们通过对对话的分析,选择了一些常用的话题,这些对话以一些观点分类,即旧的记忆,当前的话题,与他们的活动有关的对话,或日常护理。根据对话语料库中他们的话语特征,我们提取了护理沟通系统中需要考虑的6个项目。
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引用次数: 1
Collaborative Collection of Multilingual Pronoun Substitutes and Address Terms 多语代词代称和称呼用语的协同收集
Pub Date : 2022-05-19 DOI: 10.1109/ICBIR54589.2022.9786494
Virach Sornlertlamvanich, Hiroki Nomoto, Sunisa Wittayapanyanon Saito, Atsushi Kasuga, Kenji Okano, Wataru Okubo, Yunjin Nam, Yoshimi Miyake, Thuzar Hlaing, Ryuko Taniguchi, Sri Budi Lestari
This paper describes the encoding scheme for pronoun substitutes and address terms in eight Asian languages based on the vocative studies. The target languages are selected according to the availability of the language experts and resources. The nature of pronoun substitutes and address terms expression across the languages can be confirmed by the concepts defined in the WordNet. In this study, a workbench for text data collection (WordList) has been carefully designed to maintain the input data consistency and the semantic linkage between the target languages. The WordList is a web-based application facilitating an online collaborative data input. It maintains the data in MongoDB, and supports JSON and CSV format file exporting for database backup and batch data cleansing for further expression pattern study.
本文在祈使性研究的基础上,描述了亚洲八种语言中代名词代称和称呼语的编码模式。根据语言专家和资源的可用性选择目标语言。跨语言的代词替代和称呼词表达的性质可以通过WordNet中定义的概念得到确认。本研究精心设计了一个文本数据收集工作台(WordList),以保持输入数据的一致性和目标语言之间的语义联系。WordList是一个基于web的应用程序,促进在线协作数据输入。它在MongoDB中维护数据,并支持JSON和CSV格式的文件导出,用于数据库备份和批量数据清理,以便进一步研究表达式模式。
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引用次数: 2
An Automated Data Analytics and Overall Equipment Effectiveness Visualization Technique for Assembly Line on Continuous Manufacturing System using Power BI 基于Power BI的连续制造系统装配线自动化数据分析与整体设备效率可视化技术
Pub Date : 2022-05-19 DOI: 10.1109/ICBIR54589.2022.9786497
P. Vejjanugraha, Kanda Tiwatthanont, Napaphat Vichaidis, Tanasin Yatsungnoen, Patsama Charoenpong, Sared Wansopa, Adisak Suasaming, P. Boonsieng
Thailand 4.0 model is established to develop a smart city with human-machine interaction to communicate to every station in the manufacturing process using sensor and visualization techniques. The automated approach for analyzing and visualizing the Overall Equipment Effectiveness (OEE) of the assembly line on the continuous manufacturing system using Power BI is introduced. The data cleansing and data transform process was applied to prepare the input data, and the Data Analysis Expressions (DAX) measurement is used to calculate the key features from timestamp and output table such as time duration of ‘RED’, ‘GREEN’, and ‘YELLOW’, count ‘NG’ status, and count ‘FG’ status. Once OEE and OEE Loss are calculated from the prepared data, the visualization of Modules I, II, and III are generated to demonstrate the cycle time, progress amount, and OEE and OEE loss. The visualization shows the relation between OEE and OEE loss and their components. The losses and abnormality signals can be detected from the graph and eliminated losses by the Kaizen process. It showed that the Performance Loss from the minor stop could be reduced by decreasing the waiting time from 2 Standard Cycle Time (StdCT) to 1 StdCT, the OEE is improved from 53.11% to 57.05%, and Performance is changed from 78.55% to 84.38%.
建立泰国4.0模型,开发具有人机交互的智慧城市,利用传感器和可视化技术与制造过程中的每个工位进行通信。介绍了利用Power BI对连续制造系统装配线整体设备效率(OEE)进行自动化分析和可视化的方法。数据清洗和数据转换过程用于准备输入数据,数据分析表达式(data Analysis Expressions, DAX)测量用于从时间戳和输出表中计算关键特征,如' RED ', ' GREEN '和' YELLOW '的持续时间,计数' NG '状态和计数' FG '状态。从准备好的数据中计算出OEE和OEE Loss后,生成模块I、II和III的可视化,以显示周期时间、进度量以及OEE和OEE Loss。可视化显示了OEE和OEE损耗及其组成之间的关系。可以从图中检测出损耗和异常信号,并通过改善过程消除损耗。结果表明,将车辆的等待时间从2个标准周期(StdCT)减少到1个标准周期(StdCT),可以减少小停车造成的性能损失,整车效率从53.11%提高到57.05%,性能从78.55%提高到84.38%。
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引用次数: 0
Mobile Payments Adoption in Small and Medium Retail Enterprises: An Exploratory Study in Manila, Philippines 移动支付在中小型零售企业的应用:在菲律宾马尼拉的探索性研究
Pub Date : 2022-05-19 DOI: 10.1109/ICBIR54589.2022.9786389
Alexander A. Hernandez, Ronaldo Juanatas, Victor James C. Escolano, Ma. Divina E. Elvambuena
Mobile payments have been growing in the retail small and medium enterprises in Manila, Philippines, an urban center of an emerging economy. Despite the introduction of mobile payment services, retail SMEs’ evidence on drivers and consequences of its adoption is relatively underexplored. To answer this gap, this study explored the driver and consequences of mobile payment adoption by using a qualitative study of retail SMEs. Results show that customer acceptance, connectivity and infrastructure, regulations, and trust drive the adoption of mobile payment adoption. Besides, consequences of mobile payment adoption include convenience, enhanced customer experience, revenue generation, and sustainability. This study presents some implications to improve the uptake of mobile payment services and contributions to research and practice.
在新兴经济体的中心城市菲律宾马尼拉,移动支付在零售中小企业中日益普及。尽管引入了移动支付服务,但中小零售企业对其采用的驱动因素和后果的证据相对较少。为了弥补这一差距,本研究通过对零售中小企业的定性研究,探讨了移动支付采用的驱动因素和后果。结果显示,客户接受度、连通性和基础设施、法规和信任推动了移动支付的采用。此外,采用移动支付的后果包括便利、增强客户体验、创收和可持续性。本研究提出了一些建议,以提高移动支付服务的吸收和贡献的研究和实践。
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引用次数: 1
ICBIR 2022 All Tracks Presentation Schedule ICBIR 2022所有曲目展示时间表
Pub Date : 2022-05-19 DOI: 10.1109/icbir54589.2022.9786463
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引用次数: 0
Success Model Measuring Implementation of Customer Intention to use Virtual Booth on E-Commerce System in the Pandemic Covid-19 新型冠状病毒疫情下电子商务系统客户使用虚拟展台意愿的成功模型
Pub Date : 2022-05-19 DOI: 10.1109/ICBIR54589.2022.9786459
Meyliana, Erick Fernando, H. A. Widjaja, S. W. Santoso, Surjandy, A. Condrobimo
This study develops a virtual booth implementation measurement model in e-commerce to increase customer intention to use and then buy. This development is based on this pandemic period. The use of e-commerce has become a place of buying and selling, so new innovations in the system are needed to increase visitors to the e-commerce system to buy. Thus, in this study, we develop a success measurement model for implementing a system based on the IS success model developed by Delon and Mclean. This study uses the variables Information Quality, Service Quality, Exhibition experience, System Quality, exhibition Satisfaction, and intention to use. This variable can play a role in helping determine the effectiveness of the implemented information system. Furthermore, this research will be used to measure respondents’ quantitative analysis using the system.
本研究开发了电子商务中虚拟展台实施的测量模型,以提高顾客的使用意向和购买意向。这一发展是基于这次大流行时期。利用电子商务已经成为一个买卖的场所,因此需要在系统上进行新的创新,以增加访客对电子商务系统的购买。因此,在本研究中,我们在Delon和Mclean开发的IS成功模型的基础上,开发了一个系统实施的成功度量模型。本研究以资讯品质、服务品质、展览体验、系统品质、展览满意度和使用意愿为变量。这个变量可以在帮助确定所实施的信息系统的有效性方面发挥作用。此外,本研究将用于测量受访者使用该系统的定量分析。
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引用次数: 0
期刊
2022 7th International Conference on Business and Industrial Research (ICBIR)
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