• Title/Summary/Keyword: EXPLORING SERVICE

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Research Trend Analysis on Customer Satisfaction in Service Field Using BERTopic and LDA

  • YANG, Woo-Ryeong;YANG, Hoe-Chang
    • The Journal of Economics, Marketing and Management
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    • v.10 no.6
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    • pp.27-37
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    • 2022
  • Purpose: The purpose of this study is to derive various ways to realize customer satisfaction for the development of the service industry by exploring research trends related to customer satisfaction, which is presented as an important goal in the service industry. Research design, data and methodology: To this end, 1,456 papers with English abstracts using scienceON were used for analysis. Using Python 3.7, word frequency and co-occurrence analysis were confirmed, and topics related to research trends were classified through BERTopic and LDA. Results: As a result of word frequency and co-occurrence frequency analysis, words such as quality, intention, and loyalty appeared frequently. As a result of BERTopic and LDA, 11 topics such as 'catering service' and 'brand justice' were derived. As a result of trend analysis, it was confirmed that 'brand justice' and 'internet shopping' are emerging as relatively important research topics, but CRM is less interested. Conclusions: The results of this study showed that the 7P marketing strategy is working to some extent. Therefore, it is proposed to conduct research related to acquisition of good customers through service price, customer lifetime value application, and customer segmentation that are expected to be needed for the development of the service industry.

Brand Fandom Dynamic Analysis Framework based on Customer Data in Online Communities

  • Yu Cheng;Sangwoo Park;Inseop Lee;Changryong Kim;Sanghun Sul
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.17 no.8
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    • pp.2222-2240
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    • 2023
  • Brand fandom refers to a collection of consumers with strong emotions toward a brand. Studying the dynamics of brand fandom can help brands understand which services or strategies influence their consumers to become a part of brand fandom. However, existing literature on fandom in the last three decades has mainly used qualitative methods, and there is still a lack of research on fandom using quantitative methods. Specifically, previous studies lack a framework for locating fandoms from online textual data and analyzing their dynamics. This study proposes a framework for exploring brand fandom dynamics based on online textual data. This framework consists of four phases based on the design thinking model: Preparing Data, Defining Fandom Categories, Generating Fandom Dynamics, and Analyzing Fandom Dynamics. This framework uses techniques such as social network analysis and process mining, combined with brand personality theory. We demonstrate the applicability of this framework using case studies of two Korean home appliance brands. The dataset contains 14,593 posts by consumers in 374 online communities. The results show that the proposed framework can analyze brand fandom dynamics using textual customer data. Our study contributes to the interdisciplinary research at the intersection of data-driven service design and consumer culture quantification.

Exploring Job Attitude of Service Employee and Its Impact on Customer Orientation in the Food Industry - Focusing on Daejeon Restaurants -

  • Jeon, Hyeon-Mo;Kim, Jung-Soo
    • Culinary science and hospitality research
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    • v.22 no.6
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    • pp.87-97
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    • 2016
  • The purpose of this study was to explore the effects of job attitudes from the professional restaurant service organization on customer orientation. Using a self-administered questionnaire, data was collected from service employees of professional restaurants. Survey was conducted 20 days from October 11, 2015 to October 30, 2015. Total of 200 questionnaire were distributed and 185 samples were collected and used in the data analysis after excluding 15 unfaithfulness answers. SPSS 18.0 statistical program were used to analyze samples. The result indicated significant and positive impacts between job attitude and its sub-factors(i.e., job satisfaction, organizational commitment) on customer orientation.

Customer Misbehavior in Retail Settings: The Retail Employee Perspective (유통환경에서의 고객 부정행동 고찰: 유통업체 종업원 관점)

  • Park, Kyung-Ae
    • Journal of the Korean Society of Clothing and Textiles
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    • v.34 no.7
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    • pp.1220-1231
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    • 2010
  • This study examined customer misbehaviors in retail settings by identifying behavioral patterns and exploring behavioral backgrounds and consequences from the employee's perspectives. Qualitative data were collected from an individual interview method, and 222 interviews were analyzed. Customer misbehavior was categorized into unethical returns, problem behaviors in service encounters, unreasonable demands, shoplifting/fraud, ill-mannered behaviors, and selfish behaviors. Behavioral backgrounds included dissatisfaction, unreasonable expectations, actively benefiting of service failures, taking advantage of service standards, illegitimate complaints, monetary gains, transferring responsibility, and demanding special treatment. Employees experienced stress facing misbehaving customers with no other choice except to accept misbehaviors and learned misbehaviors as customers themselves. The study further discusses the implications.

Exploring Opportunities of IoT for Product-Service System Conceptualization and Implementation

  • Mohammad R. Basirati;Jorg Weking;Sebastian Hermes;Markus Bohm;Helmut Krcmar
    • Asia pacific journal of information systems
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    • v.29 no.3
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    • pp.524-546
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    • 2019
  • Product-service systems (PSS), integrating physical products and services, currently play a crucial role in sustainable economies. In addition to the highly competitive global economy, the emergence of new digital paradigms is supporting the shift toward servitization. Although the great potential of such paradigms is recognized by both practice and research, their implications for PSS are not yet clear. In particular, features of Internet of Things (IoT), such as total connectedness and ubiquity of smart sensors and actuators, provide various new opportunities for PSS. This study explores such opportunities by conducting structured literature review and 13 interviews. We organize the findings in two folds: First, we introduce four degrees of IoT involvement in PSS business models and elaborate the opportunities that they create for different types of PSS. Second, we present the key technologies and approaches that IoT provides concerning PSS lifecycle management.

Beyond the Quality of Service: Exploring the Evaluation Criteria of Airlines

  • Wang, Ray
    • Industrial Engineering and Management Systems
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    • v.13 no.2
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    • pp.221-230
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    • 2014
  • With the progress and prosperity of commerce and industry, time and money increasingly form an equal partnership. Using air carriers to shorten the round-trip time has become an important choice for many people in the tourism process. Faced with increasing competition within the aviation service environment, airline evaluation criteria and the requirements of customers are gradually dominating the evaluation mechanism for air transport service quality. Over the past few years, attention on the transport quality of service has been primarily focused more on land-based transport, and less on the relevant evaluation criteria of airlines. Many studies have shown that quality of service will directly affect customer satisfaction, resulting in the fact that good quality aviation services have become increasingly important. Therefore, in practical industrial operations with limited resources, there is an urgent need to delve into the assessment guidelines that have an impact on customers when they choose an airline, which can be used as a basis for improving customer satisfaction. Through a literature review and a reliability and validity analysis, this study summarized 19 evaluation criteria, using the purposive sampling method and the decision laboratory method (DEMATEL). In addition, this study viewed the causal relationship between the evaluation criteria and the degree of association as a continuing project for airlines. This study selected appropriate empirical samples from two domestic airlines. The conclusions may provide recommendations for all airlines.

A Study on Configuration of Smart Phone Support Services and User Preferences (컨벤션 참가자를 위한 스마트폰 지원서비스 구성 및 사용자 선호도에 관한 연구)

  • Kim, Kil-Lae
    • Journal of Information Management
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    • v.42 no.1
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    • pp.157-171
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    • 2011
  • The purpose of the study is to develop mobile support services areas and detail mobile support service items according to their convention activities and analyze user preference. For this aim, a qualitative to extract mobile support service areas and detail mobile service items targeted to convention participants and a expert survey to analyze user preference are used. Firstly, based on a precedent study and expert review 20 mobile service areas and 43 detail service items are extracted. Secondly, results from expert survey are presented exploring user preferences for detail service items designed for convention participants.

A Study on the Perception of Airline Non-Face-to-Face Boarding Service among Chinese Travelers (중국 여행객의 항공사 비대면 탑승수속 서비스에 대한 인식 연구)

  • Xin Shu Jiang;Young Woo Lee
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.32 no.2
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    • pp.124-134
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    • 2024
  • This study is based on the Expectation Confirmation Theory (ECT) and categorizes trust types in non-face-to-face boarding services into three dimensions: structural assurance, platform, and service provider. It analyzes the impact of these trust types on users' perceived usefulness, satisfaction, and continuous usage intentions. Using a structural equation model, the study found that the three dimensions of trust positively influence users' satisfaction and perception of usefulness, thereby promoting intentions for continuous use. However, perceived risk weakens the positive relationship between trust and continuous usage intentions. By exploring the moderating role of perceived risk in non-face-to-face boarding services, this study analyzes its impact on user behavior patterns, contributing to the optimization of service design and enhancement of user trust. This study promotes widespread acceptance and continuous use of the service, and is crucial for developing effective non-contact service strategies that meet the needs and expectations of Chinese travelers in the post-pandemic travel environment. The findings provide a new perspective and empirical evidence for understanding user attitudes and behaviors towards non-face-to-face services, holding significant theoretical and practical implications.

양심의 자유와 대체복무제도에 관한 연구

  • Song, Ha-Yeong
    • Journal of the Korea society of information convergence
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    • v.7 no.1
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    • pp.1-16
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    • 2014
  • In this study, in light of the reality that the need for systematic development of military service resource management and alternative service discipline / switching service discipline has been discussed for illegal liquidation of military service obligations (Tekketsu) in connection with the military service system, and pluralistic it is assumed judgment if centralized military manpower administration (MMA) the recruitment structure that is, military service resource management that to effectively manage. Military service resources decision to systematic management of resources military service, military service of centralized resource management that MMA is the center, the efficiency of the plan. It is determined that it can improve the precision, thereby increasing and the resource-specific Service Discipline instruction, fairness to ensure consistency in the resource management of Alternate Service Discipline / Switching Service Discipline among, high quality and accessibility of such people petition I thought there may be a service provider is realized, that centralization of MMA is also realized, trying to allo improved fairness associated with the performance of military service obligation. Therefore, in this study, we are exploring a scheme that is able to achieve the unification of the human resource management of military service entity to perform the duty of national defense.

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Exploring Korean Pre-service Elementary Teachers' Scientific Inquiry Using the Science Writing Heuristic Template

  • Shin, Myeong-Kyeong
    • Journal of the Korean earth science society
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    • v.33 no.5
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    • pp.459-466
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    • 2012
  • This study aimed to investigate the characteristics of pre-service elementary teachers' understanding about scientific inquiry in terms of designing exploration and reasoning that is used to formulate explanations based on evidence. The research context was an open inquiry with using the Science Writing Heuristic (SWH) template in which participant students were not provided with inquiry questions. As data, lab. 39 pre-service elementary teachers participated in this study while taking their science methods course. Analyses of the reports were framed by the cognitive processes of inquiry (Chinn and Malhotra, 2002) and each report was coded and analyzed by the framework of inquiry (Tytler and Peterson, 2004). Results showed that groups' works that utilized the SWH template encouraged the participants to interact each other about scientific inquiry. They came up with more relevant and testable questions for their scientific inquiry. It implicates that children will be able to have chances of testing their own questions more properly by using the SWH template in science classes just as the participants did in this study. The use of the SWH template would help pre-service teachers to teach appropriately how to test inquiry questions to their students in the future. Discussion was made to figure out the characteristics or Korean pre-service elementary teachers' understanding about scientific inquiry.