• Journal of Korean Society of Industrial and Systems Engineering
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• v.46 no.2
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• pp.72-81
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• 2023

This research proposes a novel approach to tackle the challenge of categorizing unstructured customer complaints in the automotive industry. The goal is to identify potential vehicle defects based on the findings of our algorithm, which can assist automakers in mitigating significant losses and reputational damage caused by mass claims. To achieve this goal, our model uses the Word2Vec method to analyze large volumes of unstructured customer complaint data from the National Highway Traffic Safety Administration (NHTSA). By developing a score dictionary for eight pre-selected criteria, our algorithm can efficiently categorize complaints and detect potential vehicle defects. By calculating the score of each complaint, our algorithm can identify patterns and correlations that can indicate potential defects in the vehicle. One of the key benefits of this approach is its ability to handle a large volume of unstructured data, which can be challenging for traditional methods. By using machine learning techniques, we can extract meaningful insights from customer complaints, which can help automakers prioritize and address potential defects before they become widespread issues. In conclusion, this research provides a promising approach to categorize unstructured customer complaints in the automotive industry and identify potential vehicle defects. By leveraging the power of machine learning, we can help automakers improve the quality of their products and enhance customer satisfaction. Further studies can build upon this approach to explore other potential applications and expand its scope to other industries.

• Journal of Korean Library and Information Science Society
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• v.37 no.3
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• pp.193-208
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• 2006

The customer satisfaction. which is close with the loyalty, rate of disconnection and re-purchase and the new customer creation is important in point of the enterprise performance measurement system. There have been a number of studies that applied different models in other to assess the customer satisfaction of public and non-public area. But the general evaluation models which are existing can't consider the discrimination characteristic of different types of products or services. And these models didn't reflect the quality of the Internet environment of the public library service which appears newly. This study delved into literature of library service and customer satisfaction evaluation and suggest the classification system of public library service and the evaluation model of customer satisfaction for public library.

• Asia pacific journal of information systems
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• v.14 no.1
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• pp.185-209
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• 2004

The purpose of this study is to propose and test a model of customer retention in Internet shopping malls when switching barriers and comprehensive customer value exist in terms of economic and experiential aspects. The literature about customer retention propose that switching barriers are important factors other than satisfaction influencing customers' intention to remain with a specific supplier. The switching barriers mean anything that makes customers' defection difficult or costly and are consisted of perceived switching costs, attractiveness of alternatives and virtual relationships. The Customer Value Scale by Mathwick(2001) is applied to this study as economic value, shopping efficiency, service excellence, aesthetic appeal and playfulness(Zeithaml, 1988; Holbrook, 1994). The analyses showed partial support for the affirmative effect of customer values and switching costs and full support for the affirmative Influence of satisfaction on repurchase intention in the Internet shopping mall environment. But the attractiveness of alternatives and virtual relationship did not have a significant Influence like the result of Jones(1998)'s study of the service industry.

• The Journal of Asian Finance, Economics and Business
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• v.7 no.9
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• pp.499-504
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• 2020

Service quality of any institution is a pull factor for attracting and retaining the customer. The present study examines the customer satisfaction level toward the quality of service offered by the Islamic banks in Oman. It also aims to find out which dimension influences customer satisfaction more concerning the other dimension chosen for the study. To fulfil the need of the study, a structured questionnaire is distributed amongst 100 customers of Islamic banks. The random stratified sampling technique is used for the collection of the data. The collected data is analyzed using the correlation and the multiple linear regression techniques. The result of the study indicates that timely service provided by the banking personnel has a mean score of 4.57, bank staff readiness to serve the customer has a mean score of 4.36, and the security of the banking operation has a mean score of 4.37 occupies the highest rank in their respective dimension chosen for the study. The study reveals that all three dimensions of quality of service represented by Services Reliability, Services Responsiveness and Services Security have a positive and significant correlation with customer satisfaction. The regression results also indicate that all three dimensions influence customer satisfaction of the Islamic banks.

• Journal of the Korean Society for information Management
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• v.25 no.3
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• pp.119-141
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• 2008

This study examines firstly concept and present condition of Policy Customer Relationship Management(PCRM) system which applying in the governmental dimension Customer Relationship Management(CRM) system of enterprises(proft-making organizations), comparison of PCRM and CRM, and definition of customer and customer classification process as a key of PCRM. Next, investigates applying plan in the other special libraries of governmental institution through the case study of Information Center on North Korea(special library attached to the Ministry of Unification) and relationship with different connection systems attempted in e-government(Enterprise Architecture). Lastly, through this, considers complemental issues for developmental fixation in special libraries.

• Journal of Information Management
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• v.38 no.2
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• pp.175-190
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• 2007

Information on and knowledge of science and technology in the knowledge-based society can be a valuable natural resource and a source of competitive advantage for a country. In addition, in conducting research and developing technologies, information on and knowledge of science and technology is becoming increasingly important and customer's needs are becoming more diverse. This study thus aims to propose appropriate strategies for effectively coping with needs of those customers who use such knowledge and information by actively reflecting a broad diversity of customer' needs and comments. Using such strategies, we developed a standardized and integrated helpdesk system to enhance the quality of customer support and other services, customer monitoring service, and customer satisfaction.

• The Journal of Asian Finance, Economics and Business
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• v.9 no.7
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• pp.273-280
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• 2022

The study aimed to determine the impact of societal participation on the customer loyalty of Saudi banks and identify the statistical differences in customer loyalty according to sex, age, education level, and occupation type. The independent variable is corporate societal participation, and the dependent represents customer loyalty. Corporate societal programs have two dimensions: social participation and philanthropic participation. The research population consists of Saudi workers in three sectors: government, military, and private reached 3.58 million people in 2021. The unit of analysis is the Saudi employee in one formal industry and dealing with the Saudi banks that offered corporate societal participation programs. The research used the appropriate stratified sampling method, and the recommended sample size reached 387 respondents. A fully structured questionnaire is used. The study concluded that corporate social programs have not impacted customer loyalty, while corporate philanthropy programs strongly affected customer loyalty. On the other hand, there are no differences in customer loyalty according to demographics (sex, age, education, and occupation type). Finally, the study presents a set of recommendations in the field of corporate social responsibility and develops the local communities.

• The Journal of Asian Finance, Economics and Business
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• v.9 no.9
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• pp.205-216
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• 2022

This study investigates the effect of serv-qual and reputation on customer loyalty through the trust of deposit customers in Micro Finance Institutions. The population was deposit customers at BMT distributed into 5 provinces of the Special Region of Yogyakarta, and a survey was conducted from January 2021 to February 2022. The probability random sampling technique was used to select the final sample, and a total of 221 responses were collected using a questionnaire. Technical data analysis was done using the Structural Equation Modeling (SEM), supported by AMOS 22.0 program. The results showed that serv-qual and reputation have a positive and significant impact on the trust and loyalty of deposit customers at BMT. Customers positively and significantly impact the relationship between serv-qual and reputation on customer loyalty. The biggest contribution to loyalty was generated by the variable customer trust (0.399), followed by service quality (0.359) and reputation (0.166). Micro Finance Institution needs to improve the management of deposit customers by improving serv-qual, reputation, and customer trust and conduct comparative research between conventional financial institutions and other informal financial service institutions.

• Asia Marketing Journal
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• v.18 no.2
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• pp.1-23
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• 2016

People receive support from others to solve problems that are difficult to solve on their own. During service encounters, customers also receive help from other customers. Inter-customer helping is a type of Customer Citizenship Behavior (CCB), which has become more prevalent with increased use of self-service technologies (SSTs). However, not all helps are created equal. The current research investigates the effects of the two types of help, autonomy- and dependency-oriented help during service encounters. Autonomy-oriented help refers to a partial hint to the problem, whereas dependency-oriented help refers to the full solution to the problem. Through experimental studies, we provide evidence that depending on the types of help received during service encounters, customers show different levels of satisfaction toward the firm. The results from Studies 1A and 1B show that autonomy- (vs. dependency-) oriented help leads to higher customer satisfaction. In addition, the current research demonstrates the mechanism for such effect. The results from Study 2 show that the relationship between the types of help and customer satisfaction is mediated by instrumentality and anxiety, which represent cognitive and affective paths respectively.

• The Korean Journal of Health Service Management
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• v.2 no.1
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• pp.1-27
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• 2008

The purpose of this study is to investigate the effects of customer orientation factors in relation to medical services on the values of the service and customer satisfaction and loyalty. Those factors include patient safety and, as found by previous studies, specialization, explanation of what to be medically examined and customer orientation itself. Based on these pervious studies, this study surveyed customers of 7 general hospitals located in Busan to empirically identify relations between customer orientation factors of medical services and the values of the services and customer satisfaction. Results of the study can be summarized as follows. First, this study is very meaningful in that it established a basic theory of patient safety as one of the above customer orientation factors, and tried to empirically demonstrated the theory by applying it to medical services. Second, another of the factors, specialization was found positively affecting the values of medical services, but not affecting customer satisfaction. Customers are likely to choose specialized medical institutions even at higher cost when they undergo an accident or disease. Nevertheless, in factors, whether medical service providers are specialized is not influencing customer satisfaction. This is because medical institutions are failing to properly make recognized their specialization to customers who want to receive specialized medical services. Third, another of customer orientation factors, that is, explanation of what to be medically examined was found not having positive effects on the values of medical services and customer satisfaction. This is probably because enough time was not given for the explanation or because the explanation itself was not provided enough. Fourth, medical service providers' customer orientation was found positively influencing the values of medical services and customer satisfaction. In other words, it seems that customer-centered attitudes and behaviors of medical service providers had positive effects on customers' perception of medical services. Fifth, another of the factors, that is, patient safety was found positively affecting the values of medical services and customer satisfaction. This is probably because medical services' accurate diagnoses and reliable services had positive effects on customers' perception of medical services. Sixth, customers' perceived values of medical services were found having positive effects on customer satisfaction and loyalty. This suggests that the values of medical services are an antecedent variable that directly influences customer satisfaction and loyalty. Seventh, customer satisfaction was found positively affecting customer loyalty. This suggests that customer satisfaction is an antecedent variable of customer loyalty. In conclusion, this study showed that in relation to medical services, customer orientation factors' significant influences on the values of the services and customer satisfaction requires continuous efforts for raising customers' perceived qualities of medical services.