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2023 International Research Conference on Smart Computing and Systems Engineering (SCSE)最新文献

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Investigating Factors Influencing Behavioral Intention Toward Green Computing Practices Among Undergraduates In Sri Lankan Universities 斯里兰卡大学大学生绿色计算机实践行为意向影响因素研究
Pub Date : 2023-06-29 DOI: 10.1109/SCSE59836.2023.10215042
Sahan Halgahagama, C. Kavirathna
Green computing refers to the ecologically responsible and environmentally friendly use of computers and their resources. The primary goal of green computing is to reduce the carbon footprint caused by businesses and industries involved in information technology and systems. To go with green computing, various sorts of practices emerged at both the organizational and individual levels. When adopting green computing methods at the individual or organizational level, behavioral intention toward green computing has been highlighted as a key component. The primary goal of this study is to examine the relationship between factors and behavioral intention toward green computing practices among Sri Lankan undergraduates and then to present a validated model and make recommendations based on the findings. The conceptual framework was created using the theory of planned behavior and the norm activation model. A total of 165 samples were obtained by online questionnaire from undergraduates around twelve different universities, including both private and public universities. The collected data was analyzed using the PLS-SEM method, and the moderation effect of gender, respondent sector, and Sri Lanka’s economic crisis was examined. The personal norm’s mediation effect was investigated. The findings revealed that cost savings and personal norms had a substantial impact on behavioral intention. None of the moderators discovered a moderation effect, and it was discovered that there is a partial mediation from the personal norm. In conclusion, the study revealed that Sri Lankan institutions should focus more on providing a supportive social environment and making green computing techniques simple and easy to access for undergraduates.
绿色计算是指对计算机及其资源的生态负责任和环境友好的使用。绿色计算的主要目标是减少涉及信息技术和系统的商业和工业所造成的碳足迹。为了实现绿色计算,在组织和个人层面上出现了各种各样的实践。当在个人或组织层面采用绿色计算方法时,对绿色计算的行为意愿已经成为一个重要的组成部分。本研究的主要目的是探讨因素与斯里兰卡大学生绿色计算行为意向之间的关系,然后提出一个验证模型,并根据研究结果提出建议。运用计划行为理论和规范激活模型构建了概念框架。通过在线问卷调查,从12所不同大学(包括私立大学和公立大学)的本科生中获得了165个样本。使用PLS-SEM方法对收集的数据进行分析,并检验性别,被调查者部门和斯里兰卡经济危机的调节作用。考察了个人规范的中介效应。研究结果表明,成本节约和个人规范对行为意愿有实质性影响。所有的调节者都没有发现调节效应,并且发现了来自个人规范的部分中介作用。总之,该研究表明,斯里兰卡的机构应该更多地关注于提供一个支持性的社会环境,并使绿色计算技术对本科生来说简单和容易获得。
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引用次数: 0
A Comparative Evaluation of PDF-to-HTML Conversion Tools pdf到html转换工具的比较评估
Pub Date : 2023-06-29 DOI: 10.1109/SCSE59836.2023.10214989
Pramodya Pathirana, Asini Silva, Thenuka Lawrence, T. Weerasinghe, Roshan Abeyweera
PDF (Portable Document Format) is a popular file format used for sharing and storing documents across different platforms. However, there are occasions when the content of a PDF document needs to be re-purposed for online use. PDF-toHTML conversion is a common method used to achieve this goal. This research paper presents a comparative evaluation of existing PDF-to-HTML conversion tools for their suitability in extracting text and images. These tools were tested using school textbooks in Sri Lanka, which contain complex text formatting and non-textual elements. The evaluation was based on various criteria, such as the accuracy of the output, handling of complex text formatting, and non-textual elements. Comparisons were drawn based on the performance of each of these tools with respect to the criteria. The study provides useful insights for individuals and organizations looking to re-purpose PDF content for online use in the HTML format, particularly in the education sector.
PDF(可移植文档格式)是一种流行的文件格式,用于跨不同平台共享和存储文档。但是,在某些情况下,PDF文档的内容需要重新用于在线使用。pdf -to - html转换是实现这一目标的常用方法。本研究报告对现有PDF-to-HTML转换工具在提取文本和图像方面的适用性进行了比较评估。这些工具在斯里兰卡使用学校教科书进行了测试,这些教科书包含复杂的文本格式和非文本元素。评估基于各种标准,例如输出的准确性、复杂文本格式的处理和非文本元素。根据每个工具相对于标准的性能进行比较。该研究为希望将PDF内容转换成HTML格式用于在线使用的个人和组织提供了有用的见解,特别是在教育部门。
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引用次数: 0
Identifying the Factors for Influencing the Performance of the Virtual Teams in the Sri Lankan IT Industry 斯里兰卡IT行业虚拟团队绩效的影响因素分析
Pub Date : 2023-06-29 DOI: 10.1109/SCSE59836.2023.10215043
Wsmss Samarakoon, Ad Dharmawansa
The growth of virtual teams (VTs) in organizations can be attributed to the numerous technological advantages. However, virtual teams often face challenges when working on projects. Also, virtual teams are challenged not only to coordinate projects in virtual team environment but also to improve and build trust and, psychological safety within the culturally and geographically diverse team members. This research aims to identify the factors for influencing the performance of virtual teams in Sri Lanka, a topic that has received limited attention in developing countries. The study focuses on four independent variables; trust, knowledge sharing, psychological safety and team leader support with virtual team performance as the dependent variable. A 5 – point Likert-type online questionnaire was used to collect sample of 244 responses, representing 61 virtual teams from 22 private Information Technology (IT) companies in Sri Lanka. Structural Equation Modeling (SEM) was employed for data analysis. The findings indicate that trust and knowledge sharing significantly affect factors virtual team performance in the IT industry in Sri Lanka. However, knowledge sharing and team leader support were not found to have a significant impact on virtual team performance. Based on research findings, recommendations will be provided for IT industry employees and managers to ensure the trust and knowledge sharing between the team members, thereby improving overall team productivity.
组织中虚拟团队(vt)的增长可以归因于许多技术优势。然而,虚拟团队在处理项目时经常面临挑战。此外,虚拟团队不仅面临着在虚拟团队环境中协调项目的挑战,而且还面临着在不同文化和地域的团队成员之间改善和建立信任和心理安全的挑战。本研究旨在确定影响斯里兰卡虚拟团队绩效的因素,这是一个在发展中国家受到有限关注的主题。该研究主要关注四个独立变量;以虚拟团队绩效为因变量的信任、知识共享、心理安全和团队领导支持。一份李克特式的5分在线问卷收集了244份回复样本,代表了斯里兰卡22家私营信息技术(IT)公司的61个虚拟团队。采用结构方程模型(SEM)对数据进行分析。研究结果表明,信任和知识共享显著影响斯里兰卡IT行业虚拟团队绩效。然而,知识共享和团队领导支持对虚拟团队绩效没有显著影响。根据研究结果,为IT行业员工和管理者提供建议,以确保团队成员之间的信任和知识共享,从而提高整体团队生产力。
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引用次数: 0
Determinants that drive the behavioural intention of employees in the IT industry to use CI/CD framework: A study based on Sri Lankan IT companies 驱动IT行业员工使用CI/CD框架的行为意图的决定因素:基于斯里兰卡IT公司的研究
Pub Date : 2023-06-29 DOI: 10.1109/SCSE59836.2023.10215049
Chamindu Karunarathna, Shanaka Jayasinghe, Janaka Wijayanayaka
Continuous Integration and Continuous Delivery (CI/CD) is an Agile-based software development methodology becoming increasingly popular in the software development industry due to its ability to automate the software delivery process, reduce the time to market, and enhance software quality. However, despite the growing interest in CI/CD adoption, many organizations have not achieved full success in implementing and utilizing the CI/CD workflow. To address this gap, this study aimed to identify the factors that drive the behavioural intention of IT employees to use the CI/CD workflow: based on the Sri Lankan context. A systematic literature review using the PRISMA framework identified the Technology Acceptance Model and the Unified Theory of Acceptance and Use of Technology models as the most widely used and accepted models for understanding technology adoption. Therefore, TAM, UTAUT and past literature were used to develop the conceptual framework. The variables in this research model were measured through questionnaires with nominal and five-point Likert scales and close-ended questions, which were completed by the IT employees in Sri Lanka. Data cleaning and demographic data analysis were conducted using IBM SPSS 21, and preliminary data analysis was performed using PLS-SEM (SmartPLS 4). The study found that Performance expectancy is the most significant factor determining IT employees’ behavioural intention to use CI/CD workflow. Therefore, the study concluded that organizations and management should focus more on enhancing employees’ performance expectancy to adopt CI/CD workflow successfully.
持续集成和持续交付(CI/CD)是一种基于敏捷的软件开发方法,由于其自动化软件交付过程、缩短上市时间和提高软件质量的能力,在软件开发行业中越来越流行。然而,尽管人们对CI/CD的采用越来越感兴趣,许多组织在实现和利用CI/CD工作流程方面并没有取得完全的成功。为了解决这一差距,本研究旨在确定驱动IT员工使用CI/CD工作流程的行为意图的因素:基于斯里兰卡的背景。使用PRISMA框架进行的系统文献综述确定了技术接受模型和技术接受与使用统一理论模型是理解技术采用的最广泛使用和接受的模型。因此,TAM、UTAUT和过去的文献被用来发展概念框架。本研究模型中的变量是通过斯里兰卡IT员工完成的名义李克特量表和五点李克特量表以及封闭式问题的问卷来测量的。使用IBM SPSS 21进行数据清理和人口统计数据分析,并使用PLS-SEM (SmartPLS 4)进行初步数据分析。研究发现,绩效预期是决定IT员工使用CI/CD工作流的行为意愿的最重要因素。因此,研究得出结论,组织和管理层应该更加关注提高员工的绩效期望,以成功采用CI/CD工作流。
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引用次数: 0
Preserving India’s Rich Dance Heritage: A Classification of Indian Dance Forms and Innovative Digital Management Solutions for Cultural Heritage Conservation 保护印度丰富的舞蹈遗产:印度舞蹈形式的分类和文化遗产保护的创新数字管理解决方案
Pub Date : 2023-06-29 DOI: 10.1109/SCSE59836.2023.10215044
R. Tiwari, Vinay Gautam, Vikrant Sharma, A. Jain, N. K. Trivedi
Deep connections exist between dance and cultural heritage. Dance is frequently passed down through generations as an essential component of a culture’s identity and as a means of maintaining and honoring that culture’s distinctive traditions and customs. A culture’s history, beliefs, and values can be powerfully expressed via dance, which can also be used for communication and storytelling. For the purpose of protecting and promoting India’s cultural legacy, it is crucial to comprehend how Indian dance styles are categorized. This paper proposes a hybrid Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) deep learning approach for the accurate classification of Indian dance style categories. The proposed model combines the strengths of both CNN and RNN to leverage spatial and temporal information, respectively, resulting in enhanced performance and improved accuracy. Extensive experiments were conducted to evaluate the performance of the proposed approach. The results demonstrate that the hybrid CNN-RNN model achieved an impressive accuracy of 97.74%, outperforming traditional methods and single-model architectures.
舞蹈与文化遗产之间存在着深刻的联系。舞蹈作为一种文化特征的重要组成部分,作为维护和尊重该文化独特传统和习俗的一种手段,往往代代相传。一种文化的历史、信仰和价值观可以通过舞蹈有力地表达出来,舞蹈也可以用于交流和讲故事。为了保护和促进印度的文化遗产,了解印度舞蹈风格的分类是至关重要的。本文提出了一种混合卷积神经网络(CNN)和循环神经网络(RNN)深度学习方法,用于印度舞蹈风格类别的准确分类。该模型结合了CNN和RNN的优势,分别利用了空间和时间信息,从而提高了性能和精度。进行了大量的实验来评估所提出的方法的性能。结果表明,混合CNN-RNN模型的准确率达到了97.74%,优于传统方法和单模型架构。
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引用次数: 0
Smart System to Support Hearing Impaired Students in Tamil 支持泰米尔语听障学生的智能系统
Pub Date : 2023-06-29 DOI: 10.1109/SCSE59836.2023.10215039
Ahamed Thahseen, W.N.I. Tissera, S. Vidhanaarachchi, N. Aaron., D.C.N Rajapaksha, P.V Fernando, Thisuru Dias, Thatamathy Fernando
This research paper introduces a groundbreaking smart system designed to assist hearing-impaired students in comprehending spoken Tamil, the second language in Sri Lanka. The system addresses the challenges faced by these students by incorporating cutting-edge deep learning techniques, including Convolutional Neural Networks, Hidden Markov Models, and Recurrent Neural Networks, for efficient feature extraction and sequence modeling within an Automatic Speech Recognition framework. Additionally, the paper proposes a novel method for automatically recognizing Tamil Sign Language gestures using advanced hand gesture recognition algorithms and a comprehensive dataset of Tamil Sign Language. The system encompasses four primary classification approaches, enabling the conversion of Tamil Sign Language to Text. Text to Tamil Sign Language, lip reading to Tamil Sign Language, Normal voice to Tamil Sign Language -Sign Language to Normal Voice and physical object identification to both text and Tamil Sign Language. Notably, the system achieves remarkable results, boasting an impressive accuracy rate of 0.99% surpassing existing Automatic Speech Recognition and Text-to-Speech systems. This significant breakthrough holds immense potential in enhancing the learning experience of hearing-impaired students in Tamil-speaking regions. Furthermore, the system’s adaptability allows for future expansion to support additional languages, making it highly versatile for diverse educational and communication settings.
这篇研究论文介绍了一个开创性的智能系统,旨在帮助听力受损的学生理解泰米尔语口语,这是斯里兰卡的第二语言。该系统通过结合尖端的深度学习技术,包括卷积神经网络、隐马尔可夫模型和循环神经网络,在自动语音识别框架内实现高效的特征提取和序列建模,解决了这些学生面临的挑战。此外,本文还提出了一种利用先进的手势识别算法和泰米尔语手语综合数据集自动识别泰米尔语手势的新方法。该系统包含四种主要分类方法,可将泰米尔语手语转换为文本。文本到泰米尔语手语,唇读到泰米尔语手语,正常声音到泰米尔语手语-手语到正常声音和物理对象识别文本和泰米尔语手语。值得注意的是,该系统取得了显著的效果,其准确率达到了0.99%,超过了现有的自动语音识别和文本到语音系统。这一重大突破在改善泰米尔语地区听障学生的学习体验方面具有巨大潜力。此外,该系统的适应性允许未来扩展以支持其他语言,使其在不同的教育和交流环境中具有高度的通用性。
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引用次数: 0
The Impact of Industry 4.0 on Supply Chain Integration in Apparel Sector, Sri Lanka 工业4.0对斯里兰卡服装行业供应链整合的影响
Pub Date : 2023-06-29 DOI: 10.1109/SCSE59836.2023.10215014
Chamathka Madushanka, Abdul Hakeem, Chamodani Uththarangi, Janama Rupigeena, Colinie Wickramaarachchi, Sandali Ehalapitiya, Naduni Madhavika
Industry 4.0 can be identified as a critical enabler of supply chain integration. This study aims to investigate the impact of Industry 4.0 on supply chain integration (SCI) in apparel industry in Sri Lanka. The study employed quantitative approach having targeted 72 apparel companies registered in the Sri Lankan apparel exporter association for data collection purposes and data analysis was conducted using linear regression analysis technique. Findings reveals that there is a statistically significant positive impact of Industry 4.0 (internet of things, cloud computing, and cyber security) on supply chain integration. Interestingly, cloud computing shows a more robust positive impact on supply chain integration in comparison to internet of things and cyber security. For the supply chain practitioners, the results can be beneficial for understanding the importance and potential of industry 4.0 on supply chain integration in the apparel industry. It will also aid supply chain managers in deciding which technology trends should be prioritized and invested to optimize the scarce tech resources in the company. This study provides insights into the literature on link between supply chain integration and industry 4.0 in developing country contexts. Also, this paper is one of the few first studies focusing the link between industry 4.0 and supply chain integration.
工业4.0可以被认为是供应链整合的关键推动者。本研究旨在探讨工业4.0对斯里兰卡服装行业供应链整合(SCI)的影响。该研究采用定量方法,针对在斯里兰卡服装出口商协会注册的72家服装公司进行数据收集,并使用线性回归分析技术进行数据分析。研究结果显示,工业4.0(物联网、云计算和网络安全)对供应链整合有统计学上显著的积极影响。有趣的是,与物联网和网络安全相比,云计算对供应链整合的积极影响更大。对于供应链从业者来说,研究结果有助于理解工业4.0对服装行业供应链整合的重要性和潜力。它还将帮助供应链管理者决定应该优先考虑哪些技术趋势,并投资于优化公司稀缺的技术资源。本研究对发展中国家背景下供应链整合与工业4.0之间联系的文献提供了见解。此外,本文是为数不多的关注工业4.0与供应链整合之间联系的研究之一。
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引用次数: 0
Evaluating Business As Usual activities between Agile and Information Technology Infrastructure Library (A-ITIL): Industry practitioners’ point of view 评估敏捷和信息技术基础设施库(A-ITIL)之间的常规业务活动:行业从业者的观点
Pub Date : 2023-06-29 DOI: 10.1109/SCSE59836.2023.10215034
Amalka Peliarachchi, J. Wijayanayake
The Information Technology Infrastructure Library (ITIL) aims to effectively manage the entire lifecycle of IT services, yet it lacks direct control over the formation or changes of IT services. Integrating the Agile methodology with ITIL, particularly in project lifecycle management, has proven challenging for researchers. To address this and facilitate Business As Usual (BAU) activities in the IT industry, a proposed framework called A-ITIL (Agile-ITIL combined framework) has been introduced. This research focuses on the requirement of combining Agile and ITIL in BAU tasks within the IT sector. Critical success factors for integrating Agile with ITIL in BAU activities have been identified through shared questionnaires and research articles. The research process involved an online questionnaire to assess the Agile-ITIL literacy of respondents and determine the necessity of combining Agile and ITIL in BAU. A second questionnaire was used to evaluate the transparency of transitioning BAU between Agile and ITIL, document the challenges faced during this transition, and propose mitigating strategies involving key stakeholders. Based on the questionnaire results, a user story was created to identify key points for the A-ITIL framework. Additionally, research articles were analyzed to identify key success factors for Agile and ITIL separately. Combining these findings, along with insights from an interview with Agile/ITIL experts, an A-ITIL conceptual model was designed as a foundation for integrating Agile-ITIL and ensuring smooth BAU activities within IT organizations
信息技术基础设施库(ITIL)旨在有效地管理IT服务的整个生命周期,但它缺乏对IT服务形成或变化的直接控制。将敏捷方法与ITIL集成,特别是在项目生命周期管理中,对研究人员来说具有挑战性。为了解决这个问题并促进IT行业中的业务照常(BAU)活动,提出了一个名为a - itil(敏捷- itil组合框架)的框架。本研究的重点是在IT部门的BAU任务中结合敏捷和ITIL的需求。通过共享的问卷调查和研究文章,已经确定了在BAU活动中集成敏捷和ITIL的关键成功因素。研究过程包括一份在线问卷,以评估受访者对敏捷-ITIL的理解程度,并确定在BAU中结合敏捷和ITIL的必要性。第二份问卷用于评估在敏捷和ITIL之间转换BAU的透明度,记录在此转换过程中面临的挑战,并提出涉及关键干系人的缓解策略。基于问卷调查的结果,创建了一个用户故事来确定a - itil框架的关键点。此外,对研究文章进行了分析,分别确定了敏捷和ITIL的关键成功因素。结合这些发现,以及对敏捷/ITIL专家的采访,我们设计了一个a -ITIL概念模型,作为集成敏捷-ITIL和确保IT组织内BAU活动顺利进行的基础
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引用次数: 0
Minimising Last-Mile Delivery Cost and Vehicle Usage Through an Optimised Delivery Network Considering Customer-Preferred Time Windows 通过考虑顾客偏好时间窗口的优化配送网络,最小化最后一英里配送成本和车辆使用量
Pub Date : 2023-06-29 DOI: 10.1109/SCSE59836.2023.10215012
G.Kasuri Abhilashani, M. Ranathunga, A. Wijayanayake
In the dynamic and developing e-commerce era, last-mile delivery has emerged as one of the critical operations among all. The last-mile delivery in the e-commerce industry is facing high costs due to a going economic crisis which led to fuel and other operating cost increments. To overcome this situation, the e-commerce industry needs to optimise vehicle delivery routing based on time windows to minimise the overall cost. Despite numerous studies on last-mile delivery, there is a paucity of studies on last-mile delivery optimisation considering the customer’s anticipated time windows. Therefore, this study has been conducted with the objective of optimising and minimising transportation costs and vehicle usage in last-mile delivery operations while meeting some practical requirements such as a variety of package types, package compatibility on different types of vehicles; the customer expected delivery time windows and a heterogeneous fleet of vehicles. After a careful literature review, this paper introduces a mathematical model to optimise last-mile delivery. The proposed mathematical model was simulated in SupplyChainGuru® modelling and simulation software. The study concluded that the overall last-mile delivery cost is minimised by about 22% while reducing the number of vehicles on the route, failed delivery package count and utilising the maximum possible capacity of vehicles while also increasing customer satisfaction by giving consumers a chance to select customer preferred time windows for package delivery. This cluster-based delivery will improve the routing of the e-commerce logistic supply chain and will serve as a platform for extending the cluster-based delivery process to other industries as well.
在充满活力和发展的电子商务时代,最后一英里配送已成为其中的关键业务之一。由于持续的经济危机导致燃料和其他运营成本的增加,电子商务行业的最后一英里配送面临着高成本。为了克服这种情况,电子商务行业需要根据时间窗口优化车辆配送路线,以最大限度地降低总成本。尽管有许多关于最后一英里配送的研究,但考虑到客户预期的时间窗口,关于最后一英里配送优化的研究很少。因此,本研究的目的是在满足一些实际要求的同时,优化和最小化最后一英里配送作业的运输成本和车辆使用量,如多种包装类型,不同类型车辆的包装兼容性;客户期望的交付时间窗口和不同种类的车队。经过仔细的文献回顾,本文介绍了优化最后一英里配送的数学模型。在SupplyChainGuru®建模和仿真软件中对所提出的数学模型进行了仿真。该研究的结论是,在减少路线上的车辆数量、失败的包裹数量和最大限度地利用车辆容量的同时,将最后一英里的总体配送成本降至最低约22%,同时,通过让消费者有机会选择客户喜欢的包裹投递时间窗口,也提高了客户满意度。这种基于集群的交付将改善电子商务物流供应链的路线,并将作为一个平台,将基于集群的交付过程扩展到其他行业。
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引用次数: 0
Consumers’ Acceptance of the Retail Service Robots: A Humanoid Perspective 消费者对零售服务机器人的接受度:仿人视角
Pub Date : 2023-06-29 DOI: 10.1109/SCSE59836.2023.10214991
H.A.Dimuthu, M. Arachchi, G. Samarasinghe
This study focused on explaining the influence of retail service robot (RSR) personality traits on consumers’ acceptance of retail service robot (RSR); this study also examined moderating impact of anxiety toward robots. Based on the extensive literature review, this study formulated eight hypotheses to support the arguments. Quantitative methodology with a survey strategy was undertaken, which had an effective sample size of 259 young consumers. Furthermore, analysis was carried out using Smart partial least squares (PLS)-structural equation modelling. The study finds a significant direct relationship between the RSR personality traits (intelligence, sincere, and creative) and consumers’ perceived control. Other than that, it also finds significant relationships between consumers’ perceived control, anticipated service quality and RSR acceptance. It was further revealed that anxiety toward Robots significantly moderates impact on RSR personality traits on consumers’ perceived control. The findings shed the light on improving retail service quality with humanoid based applications.
本研究的重点是解释零售服务机器人(RSR)人格特质对消费者接受零售服务机器人(RSR)的影响;这项研究还考察了焦虑对机器人的调节作用。在大量文献回顾的基础上,本研究提出了八个假设来支持这些论点。采用了定量方法和调查策略,有效样本量为259名年轻消费者。此外,使用智能偏最小二乘(PLS)-结构方程模型进行了分析。研究发现,RSR人格特征(智力、真诚和创造性)与消费者感知控制之间存在显著的直接关系。除此之外,本研究还发现消费者感知控制、预期服务质量和RSR接受度之间存在显著的关系。研究进一步发现,机器人焦虑显著调节RSR人格特征对消费者感知控制的影响。研究结果揭示了通过基于人形的应用程序提高零售服务质量。
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引用次数: 1
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2023 International Research Conference on Smart Computing and Systems Engineering (SCSE)
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