• Title/Summary/Keyword: recovery strategy

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Comparing the Effects of Courteous vs. Humorous Apologies for Chatbot Service Recovery (챗봇의 서비스 회복을 위한 정중한 사과와 유머러스한 사과의 효과 비교)

  • Min Jeong Seo
    • Journal of the Korean Society of Clothing and Textiles
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    • v.48 no.2
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    • pp.254-268
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    • 2024
  • Human agents are increasingly being replaced by chatbots. However, like humans, chatbots can also make mistakes in service delivery by failing to provide accurate answers to customer questions while research on service recovery has been highly focused on human employees. Recognizing the necessity of research on effective chatbot service recovery strategies, this study investigated the relationships among service recovery messages (courteous apology vs. humorous apology), perceived sincerity, recovery satisfaction, and continuous usage intention. An online experiment was conducted with the participants randomly assigned to one of two experimental conditions (courteous apology vs. humorous apology). After using the chatbot developed for this study, the participants completed a questionnaire. The analysis results revealed that, in comparison to the humorous apology, the courteous apology had a higher positive predictive effect on perceived sincerity, Furthermore, perceived sincerity and recovery satisfaction sequentially mediated the relationship between the chatbot's courteous apology and continuous usage intention. In conclusion, this study demonstrates that the courteous apology was a more effective approach as a chatbot service recovery strategy. This study offers insights into crafting recovery service messages for chatbots.

Simulation combined transfer learning model for missing data recovery of nonstationary wind speed

  • Qiushuang Lin;Xuming Bao;Ying Lei;Chunxiang Li
    • Wind and Structures
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    • v.37 no.5
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    • pp.383-397
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    • 2023
  • In the Structural Health Monitoring (SHM) system of civil engineering, data missing inevitably occurs during the data acquisition and transmission process, which brings great difficulties to data analysis and poses challenges to structural health monitoring. In this paper, Convolution Neural Network (CNN) is used to recover the nonstationary wind speed data missing randomly at sampling points. Given the technical constraints and financial implications, field monitoring data samples are often insufficient to train a deep learning model for the task at hand. Thus, simulation combined transfer learning strategy is proposed to address issues of overfitting and instability of the deep learning model caused by the paucity of training samples. According to a portion of target data samples, a substantial quantity of simulated data consistent with the characteristics of target data can be obtained by nonstationary wind-field simulation and are subsequently deployed for training an auxiliary CNN model. Afterwards, parameters of the pretrained auxiliary model are transferred to the target model as initial parameters, greatly enhancing training efficiency for the target task. Simulation synergy strategy effectively promotes the accuracy and stability of the target model to a great extent. Finally, the structural dynamic response analysis verifies the efficiency of the simulation synergy strategy.

The empirical study on the effect of service recovery effort to service quality perception and customer satisfaction (서비스 회복 노력이 서비스 품질인지와 고객만족에 미치는 영향에 관한 연구)

  • Suh, Chang-Juck;Kwon, Yeong-Hoon
    • Journal of Korean Society for Quality Management
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    • v.28 no.4
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    • pp.47-66
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    • 2000
  • In recent, keeping and developing relationships with current customers is a key service business goal, and service recovery efforts is to be the essence of service business strategy. But many researchers have neglected to focus on that issue. So this research is intended to explore service quality factors that include service recovery efforts and grip those difference among service operations systems. Service operations systems are divided into three categories. Our study results suggest that customer oriented firms need to develop a comprehensive service recovery system and must include service recovery as a service quality factor.

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The Effects of a Recovery Education Program on Rehabilitation Motivation, Symptoms, and Function for Schizophrenic Patients (재기교육 프로그램이 정신분열병 환자의 재활동기, 증상 및 기능에 미치는 영향)

  • Kim Yi-Young;Park Hyun-Sook;Park Kyung-Min
    • Journal of Korean Academy of Nursing
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    • v.36 no.3
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    • pp.542-550
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    • 2006
  • Purpose: This study investigated the effects of a recovery education program on rehabilitation motivation, symptoms, and function for schizophrenic patients. Method: The study employed a quasi-experimental design. Participants for the study were 27 patients with schizophrenia, 14 in the experimental group and the other 13 in the control group. Data were analyzed by using the SPSS/WIN 11.5 program with Fisher's exact test, t-test, and Repeated measures ANOVA. Results: After a 7 week intervention, participants in the recovery education program group reported increased rehabilitation motivation and function scores, which was significantly different from those in the control group. Conclusion: A recovery education program was effective improving rehabilitation motivation and function for schizophrenic patients. Therefore, this program is recommended as a rehabilitation strategy for schizophrenic patients.

Service Failure and Service Recovery Experienced by Online Apparel Shoppers (패션상품 온라인 구매경험자의 서비스 실패와 회복에 관한 연구)

  • Park, Min-Jung
    • Journal of the Korean Home Economics Association
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    • v.47 no.7
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    • pp.73-82
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    • 2009
  • The purpose of this study was to examine the effect of perceived justice associated with service recovery on perceived service quality, and the relationships among perceived service quality, customer satisfaction and behavioral intentions in online apparel shopping contexts. Justice theory provided the theoretical framework for this study. The research strategy employed an online survey methodology. Online shoppers (N=669) who had experiences in service failure and dissatisfactions completed a questionnaire. The model of the study was tested by structural equation modeling (SEM) and the results of SEM revealed positive effect of perceived justice regarding service recovery on perceived service quality, positive effect of perceived service quality on customer satisfaction, and positive effect of customer satisfaction on behavioral intention. The results of this study have implications for online retailers. Online retailers need to understand the importance of service recovery by which service failures are managed.

A Study on Service Recovery and Customer Behavior from Service Failure (서비스 실패에 따른 서비스 회복과 고객행동에 관한 연구)

  • Park, Young-Bae
    • Culinary science and hospitality research
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    • v.13 no.1 s.32
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    • pp.152-165
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    • 2007
  • The purpose of this study is to prove that the appropriate fit between service failure and recovery strategy can efficiently maximize customer satisfaction and behavioral intention, by using the prepared scenario through comprehensive approach concerning how the expectation level of service recovery has influence on perceived fairness, satisfaction and behavioral intention of service recovery based upon size in case of service failure. This study has been conducted by way of selection of filling-up type questionnaires for customers themselves who have experience in service failure out of customers who can easily visit family and hotel restaurants, that is, domestic restaurants in Seoul area, $June{\sim}August$ 2004, by setting factorial design of 2(control, severeness)$\times$3(distributive fairness, procedural fairness, mutual relational fairness)$\times$2(customer satisfaction, customer behavior). The survey was performed on the customers who visited common restaurants, family restaurants, hotel restaurants, etc. mainly in Seoul, and total 600 sheets of questionnaires were distributed and 496 sheets of them were returned(82.67% of return ratio). Research findings are as follows; First, perceived recovery justice has an effect on customer satisfaction and behavioral intention. Second, customer satisfaction and restaurant satisfaction have positive influence on behavioral intention. The results will be helpful for them to develop a further service failure and recovery framework. For service marketing managers, the results will suggest specific guidelines for establishing service recovery strategies.

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A Study on the Factors affecting the Recovery Satisfaction at Logistics Service Failure (물류서비스실패시 회복만족에 영향을 미치는 요인에 관한 연구)

  • Choi, Youngro
    • Journal of Korea Port Economic Association
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    • v.28 no.4
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    • pp.169-191
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    • 2012
  • This study is to investigate the strategy on forming a long term relationship between logistics service provider and demander including maintaining strategy of it. For these purposes, effect on the organization and human factor of Logistics service companies and also, impact on the customer trust and relational commitment against service recovery are analysed. Literature review and empirical study are used to modify research model and to develop questionnaire for logistics service companies. Reliability for measuring procedure yields the same result on repeated trials and validity for identifying the accuracy of the accrual measuring instrument are also used. Suggested hypothesis are verified through multiple regression method and the testing results are shown as follows; First, organization and human factor have a positive effect to the service recovery satisfaction against the service failure of logistics service providing company. Second, the service recovery satisfaction also leads a positive effect on the customer trust and relational commitment.

Effect of Justice Perception of Restaurant e-Service Recovery on Customer Behavioral Intentions (외식업체 e-서비스회복에 대한 긍정성 지각이 고객행동에 미치는 영향에 관한 연구)

  • Kim Tae-Hee;Kim Le-Sook;Jang Yeajin
    • Journal of the Korean Home Economics Association
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    • v.43 no.3 s.205
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    • pp.147-159
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    • 2005
  • The purpose of this study was to analyze the effect of justice (distributive, interactional, and procedural) perception of e-service recovery in restaurant businesses on e-service recovery satisfaction, negative word of mouth, trust, and commitment. We designed a quasi-experimental study using eight different scenarios of justice application. One of the eight scenarios was distributed to each respondent to read, and the respondent then answered regarding feelings and subsequent action. Data analysis was based on 232 usable responses. The results imply that interactional justice is more important than other forms of justices in e-service recovery of restaurant businesses, indicating that restaurants must approve the service failure, make an apology to the customer, and maintain a courteous attitude at all times. In addison, the restaurant has to consider an e-service recovery program as a long-term strategy because the effect of e-service recovery in restaurant businesses grows slowly and takes time-consuming effort.

The Impact of Service Recovery on Satisfaction and Word of Mouth of International Tourists Towards Homestays: An Empirical Study in Vietnam

  • MAI, Van Nam;NGUYEN, Quoc Nghi;NGUYEN, Du Ha Long
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.8
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    • pp.593-600
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    • 2021
  • Service failures are fairly common these days, and recovering from them is difficult. If service failures are not addressed quickly, the service provider may lose revenue and customers. A good service recovery strategy will positively impact the business results of the service provider. The study aims to demonstrate the impact of service recovery on the satisfaction and word of mouth of international visitors towards homestays in the Mekong Delta, Vietnam. The research data was collected from 320 international visitors who have used services at homestays and experienced service failures in the Mekong Delta, Vietnam. Structural equation modeling was applied to analyze the data. The result shows that 3 dimensions constitute service recovery which are distributive justice, interactional justice, and procedural justice. Most importantly, the study has proved the positive impact of service recovery on both satisfaction and word of mouth of overseas tourists towards homestays in the Mekong Delta, Vietnam. The results have stressed the importance of service recovery to tourists' perceptions of service quality and service image. In addition to this, the study suggests that homestay owners should develop risk handling and risk prevention plans for their services.

A Study on the Transmission Protocol Including Error Recovery Strategy for Ethernet. (에러 회복 기능을 포함하는 Ethernet 전송 프로토콜에 관한 연구)

  • Park, Seong-Rae;Shin, Woo-Cheol;Lee, Sang-Bae;Park, Mi-Gnon
    • Proceedings of the KIEE Conference
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    • 1988.07a
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    • pp.261-264
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    • 1988
  • In this paper, a transmission protocol including error recovery strategy on the data link layer for Ethernet using CSMA/CD media accessing method was proposed. So when considering the actual transmission error probability on the channel, it's performance was analyzed through a simulation. Performming the simmulation, the required parameters was taken as those given by Ethernet controller interface board.

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