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2019 16th International Conference on Service Systems and Service Management (ICSSSM)最新文献

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Brand Equity and Consumer Purchase Intention of iPhone and HTC in Taiwan 台湾地区iPhone与HTC的品牌资产与消费者购买意愿
Pub Date : 2019-07-13 DOI: 10.1109/ICSSSM.2019.8887653
M. Moslehpour, Wan-Ting Chiu, Pei-Kuan Lin Cor., Anita Shalehah
The objective of this study is to identify key factors that influence Taiwanese consumers to purchase smartphones iPhone and HTC. This study used a quantitative approach to test the proposed hypotheses. Structural Equation Modeling (SEM) was employed as statistical methods to analyze the relationships and mediating effect among the variables. Several implications were provided at the end of the text based upon the research findings.
本研究的目的是找出影响台湾消费者购买智能手机iPhone和HTC的关键因素。本研究采用定量方法来检验提出的假设。采用结构方程模型(SEM)作为统计方法,分析各变量之间的关系和中介效应。本文最后根据研究结果提出了几点启示。
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引用次数: 1
The Application of Safety&security System in the Long Distance Landing Subsea Pipeline 安全保障系统在长距离着陆海底管道中的应用
Pub Date : 2019-07-13 DOI: 10.1109/ICSSSM.2019.8887699
Chen Hai, Jin Xiaojian, Yue Bin, Zhang Bin
In view of the offshore oil&gas field facilities demand, China National Offshore Oil Corporation (CNOOC) conducted a pilot study on landing subsea pipeline safety&security system. By using various techniques, such as radar and AIS system, CNOOC ensures the safe operation environment of production facilities, and successfully applied in several oil&gas fields.
针对海上油气田设施的需求,中国海洋石油总公司(CNOOC)开展了登陆海底管道安全保障系统的中试研究。中海油利用雷达、AIS系统等多种技术,确保了生产设施的安全运行环境,并在多个油气田成功应用。
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引用次数: 0
Equity Pledge Scale, Maturity and Stock Yield 股权质押规模、期限与股票收益率
Pub Date : 2019-07-13 DOI: 10.1109/ICSSSM.2019.8887843
Wu Liping, Liu Yucan
In this paper, cross-sectional regression, OLS regression, quantile regressions and grouping analysis are used to explore the relationships among the equity pledge scale, the maturity of the pledge and the stock yield with the sample of A-share listed companies during 2001 to 2018. The results show that:(1) the maturity of the pledge has a more significant negative impact on the scale of the pledge; (2) average monthly stock yield over the past six months has significant positive influence on scale and maturity, the average scale and maturity of single pledge of the companies in the extreme stock yield portfolios are lower than those in the middle yield group; (3) the scale and maturity of the pledge have a more significant positive impact on the stock yield respectively.
本文采用横断面回归、OLS回归、分位数回归和分组分析等方法,以2001 - 2018年a股上市公司为样本,探讨股权质押规模、质押期限和股票收益率之间的关系。结果表明:(1)质押期限对质押规模的负向影响更为显著;(2)近6个月平均股票收益率对规模和期限有显著的正向影响,极端股票收益率组公司的单笔质押平均规模和期限低于中等收益组公司;(3)质押规模和期限分别对股票收益率有更显著的正向影响。
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引用次数: 0
An empirical study of corporate environmental liability performance, industry characteristics and financial performance 企业环境责任绩效、行业特征与财务绩效的实证研究
Pub Date : 2019-07-13 DOI: 10.1109/ICSSSM.2019.8887632
Xiuli Chen
Previous studies have shown that the better the performance of an enterprise's environmental responsibility can be the better its financial performance will be. However, China's environmental information disclosure system is not sound enough at present, and the public pay different attention to the corporate environmental responsibility fulfilment level (CER) of enterprises in different industries. So how will the industry characteristics affect the relationship between environmental responsibility fulfillment level and financial performance? This paper analyzes the relationship between environmental responsibility fulfillment level and financial performance of heavy pollution and non-heavy pollution, consumer and non-consumer industries, and studies the impact of environmental system and public attention on corporate environmental responsibility fulfillment, promoting the improvement of corporate environmental responsibility fulfillment level.
以往的研究表明,企业的环境责任表现越好,其财务绩效也会越好。然而,目前中国的环境信息披露制度还不够健全,社会公众对不同行业企业环境责任履行水平的关注程度也存在差异。那么,行业特征如何影响环境责任履行水平与财务绩效之间的关系呢?本文分析了重污染行业和非重污染行业、消费行业和非消费行业环境责任履行水平与财务绩效的关系,研究了环境制度和公众关注度对企业环境责任履行的影响,促进了企业环境责任履行水平的提高。
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引用次数: 0
Two-stage Facilities Location-allocation Problems with Curved Demands Considered 考虑曲线需求的两阶段设施选址问题
Pub Date : 2019-07-13 DOI: 10.1109/ICSSSM.2019.8887711
Zimeng Wang
This paper studies the two-stage location-allocation problems of multiple facilities with continuous demand along the line. Instead of the traditional discrete process, the line integration makes continuously curved demands more accurately characterized. In response to the dynamic changes of demand, a two-stage optimization model is established. A total of p facilities are to be established, while q facilities are established firstly. Then the remaining p-q facilities are located. Combined with the distribution method of Voronoi diagram and traditional ALA, an improved Voronoi-ALA algorithm is proposed to solve the model. Finally, through the actual computational experiment of the West-to-East natural gas transmission project, the MATLAB program is produced to solve the problem. The feasibility of the model and algorithm is verified and further analyzed. This paper provides theoretical guidance for the construction of logistics nodes along the actual engineering such as oil and gas pipelines.
本文研究了沿线有连续需求的多设施的两阶段选址问题。线积分代替了传统的离散过程,使连续曲线的需求得到更精确的表征。针对需求的动态变化,建立了两阶段优化模型。一共需要建立p个设施,先建立q个设施。然后定位剩余的p-q设施。结合Voronoi图的分布方法和传统的ALA,提出了一种改进的Voronoi-ALA算法来求解该模型。最后,通过西气东输工程的实际计算实验,编制了求解问题的MATLAB程序。对模型和算法的可行性进行了验证和进一步分析。本文为油气管道等实际工程沿线的物流节点建设提供了理论指导。
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引用次数: 1
Work-related use of Information and Communication Technologies after Hours(W_ICTs) and Work Engagement in Service Industry: Based on Experience Sampling Method 服务业非工作时间信息通信技术使用与工作投入:基于经验抽样法
Pub Date : 2019-07-13 DOI: 10.1109/ICSSSM.2019.8887728
Yan Lei, Fangguo Su
Based on conservation of resources theory, data from 53 front-line employees of service industry in China was collected in four consecutive days using experience sampling methods (ESM). The relationships between W_ICTs and the three dimensions of work engagement were investigated from the perspective of individual regulatory resources, and the mediating role of state of being recovered was also analyzed. The results showed that W_ICTs had a significant positive correlation with the vigor, which is a dimension of work engagement, and state of being recovered played a mediating role in this relationship. There was also a significant positive correlation between W_ICTs and dedication, but the mediating role of recovery state was not significant here. W_ICTs was not significantly correlated with the absorption dimension. Finally, discussion about the enlightenment of theory and management practice was given at the end of the paper.
基于资源节约理论,采用经验抽样法(ESM)对53名中国服务业一线员工进行了连续4天的数据采集。从个体监管资源的角度考察了w_ict与工作投入三个维度之间的关系,并分析了恢复状态的中介作用。结果表明,工作投入与工作投入的一个维度活力显著正相关,恢复状态在此关系中起中介作用。心理信息技术与敬业度也存在显著正相关,但恢复状态的中介作用不显著。W_ICTs与吸收维数无显著相关。最后,对理论和管理实践的启示进行了探讨。
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引用次数: 0
Risk Evaluation of Agricultural Product Supply Chain Based on BP Neural Network 基于BP神经网络的农产品供应链风险评价
Pub Date : 2019-07-13 DOI: 10.1109/ICSSSM.2019.8887744
He Xuefeng, Zhang Chi, Jing Yuewu, Ai Xing-zheng
The potential risk of agricultural product supply chain is huge because of the complex attributes specific to it. Actually the safety incidents of edible agricultural product emerge frequently in recent years, which expose the fragility of the agricultural product supply chain. In this paper the possible risk factors in agricultural product supply chain is analyzed in detail, the agricultural product supply chain risk evaluation index system and evaluation model are established, and an empirical analysis is made using BP neural network method. The results show that the risk ranking of the simulated evaluation is consistent with the target value ranking, and the risk assessment model has a good generalization and extension ability, and the model has a good reference value for preventing agricultural product supply chain risk.
农产品供应链由于其特有的复杂属性,其潜在风险巨大。事实上,近年来食用农产品安全事件频发,暴露了农产品供应链的脆弱性。本文详细分析了农产品供应链中可能存在的风险因素,建立了农产品供应链风险评价指标体系和评价模型,并采用BP神经网络方法进行了实证分析。结果表明,模拟评价的风险等级与目标值等级一致,风险评价模型具有良好的泛化和推广能力,模型对防范农产品供应链风险具有良好的参考价值。
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引用次数: 3
Application of EEG to Service Value Perception EEG在服务价值感知中的应用
Pub Date : 2019-07-13 DOI: 10.1109/ICSSSM.2019.8887660
Meina Zhao, Ning Ding, Jing Wang, Gang Zhao
The research of neuroscience in service management was presented in the doctoral dissertation of Zhao during her study in Beihang University. A number of researches around service science were indicated by the application of EEG experiment, for instance, the value structure of product service system, service value perception, the influence factors of online service purchase decision-making, consumer's cognitive and service purchase decisions, particularly the relationship between product and services in PSS. Event related potential (ERP) is a neuroscience method with the application of the change of EEG recorded by customers' reactions to a particular stimulus. The external stimuli through visual, auditory and other senses may induce relevant potentials and presented in the form of brain waves. Many functions and inducing conditions of ERP have been confirmed in psychological experiments, such as P300, P2, N270, N170, EPN, LPP, which has been currently applied in the research on consumer decision-making, service science and management.
赵同学在北京航空航天大学学习期间的博士论文中提出了服务管理中的神经科学研究。通过脑电图实验的应用,揭示了围绕服务科学的一系列研究,如产品服务体系的价值结构、服务价值感知、在线服务购买决策的影响因素、消费者认知与服务购买决策,特别是PSS中产品与服务的关系等。事件相关电位(ERP)是一种利用顾客对特定刺激的反应所记录的脑电图变化的神经科学方法。通过视觉、听觉等感官的外界刺激可诱发相关电位,并以脑电波的形式呈现。许多ERP的功能和诱发条件已在心理学实验中得到证实,如P300、P2、N270、N170、EPN、LPP等,目前已应用于消费者决策、服务科学和管理等方面的研究。
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引用次数: 0
A Word2vec Model for Sentiment Analysis of Weibo 微博情感分析的Word2vec模型
Pub Date : 2019-07-13 DOI: 10.1109/ICSSSM.2019.8887652
Bowen Shi, Jichang Zhao, Ke Xu
The booming of online social media has provided a platform for massive users to share viewpoints and emotional experiences. A huge volume of digital traces that accumulate and aggregate on social media provide a more efficient proxy for investigating users' behaviors, thoughts and emotions. How to precisely and effectively acquire the emotions and topic keywords from these short and colloquial texts is the key task in the analysis of social media. Through neural networks, Word2vec offers a unique contribution to embedding vector construction and expanding similar words. Based on a huge volume of texts on Sina Weibo, the most popular Twitter-like service in China, this paper presents a Word2vec model bringing extra semantic features to fit for short Chinese texts. By comparing with the model based on Internet contents of long texts, the experimental results illustrate that our model can effectively improve the performance of sentiment classification with six categories on Weibo. Furthermore, a series of application results demonstrate the usability and adaptability of our model for massive data on social media.
网络社交媒体的蓬勃发展为广大用户提供了一个分享观点和情感体验的平台。社交媒体上积累和聚合的大量数字痕迹为调查用户的行为、思想和情感提供了更有效的代理。如何准确有效地从这些短小、口语化的文本中获取情感和话题关键词,是分析社交媒体的关键任务。通过神经网络,Word2vec在嵌入向量构建和扩展相似词方面做出了独特的贡献。本文基于新浪微博(中国最受欢迎的类似twitter的服务)上的大量文本,提出了一个Word2vec模型,该模型引入了额外的语义特征,以适应中文短文本。通过与基于互联网长文内容的模型进行对比,实验结果表明,我们的模型可以有效地提高微博六类情感分类的性能。此外,一系列的应用结果证明了我们的模型对于社交媒体海量数据的可用性和适应性。
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引用次数: 4
A Clustering-based Approach for Reorganizing Bus Route on Bus Rapid Transit System 基于聚类的快速公交线路重组方法
Pub Date : 2019-07-13 DOI: 10.1109/ICSSSM.2019.8887689
Dinda Sabila Nadinta, I. Surjandari, Enrico Laoh
The passengers of transit-oriented public transportation have experienced growth. Reorganizing public transportation routes must be proposed in order to adapt to the increasing number of passengers. This research aims to reorganize bus routes by clustering bus stops on every route of transit-oriented public transportation route in order to meet the customer demand and suit the planned routes with the actual condition in its operation. Data sets for this research were provided by TransJakarta, a bus rapid transit (BRT) system in Jakarta, Indonesia. Using K-Means clustering algorithms, it is found that the optimal cluster is 15 clusters with several bus stops contained in it that adjusted and balanced with the number of passengers on each bus stops so that there is no inefficiency of utility or overcapacity. Elbow method is used to determine the optimal number of clusters in this research. This research can provide insight to transit-oriented public transportation in Indonesia by performing reorganizing bus routes with the new clusters of bus routes, it is expected to be able to meet the demands of each bus stops and load balancing can occur on every bus route that leads to increase the customer satisfaction and the number of public transportation users continues to increase.
以公共交通为导向的公共交通乘客数量有所增长。必须提出重组公共交通路线,以适应不断增加的乘客数量。本研究的目的是通过在公交导向的公共交通路线的每条路线上聚集公交站点来重组公交路线,以满足顾客的需求,使规划的路线与实际运行情况相适应。本研究的数据集由印度尼西亚雅加达的快速公交(BRT)系统TransJakarta提供。使用K-Means聚类算法,发现最优聚类是包含若干公交站点的15个聚类,这些聚类根据每个公交站点的乘客数量进行调整和平衡,从而不存在效用低效率和产能过剩问题。本研究采用肘部法确定最优聚类数。本研究可以通过对新的公交线路集群进行公交线路重组,为印尼公交导向的公共交通提供见解,预计能够满足每个公交站点的需求,并在每条公交线路上实现负载平衡,从而提高客户满意度,公共交通用户数量不断增加。
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引用次数: 3
期刊
2019 16th International Conference on Service Systems and Service Management (ICSSSM)
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