• Title/Summary/Keyword: Contents Customers

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Methodology for Applying Text Mining Techniques to Analyzing Online Customer Reviews for Market Segmentation (온라인 고객리뷰 분석을 통한 시장세분화에 텍스트마이닝 기술을 적용하기 위한 방법론)

  • Kim, Keun-Hyung;Oh, Sung-Ryoel
    • The Journal of the Korea Contents Association
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    • v.9 no.8
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    • pp.272-284
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    • 2009
  • In this paper, we proposed the methodology for analyzing online customer reviews by using text mining technologies. We introduced marketing segmentation into the methodology because it would be efficient and effective to analyze the online customers by grouping them into similar online customers that might include similar opinions and experiences of the customers. That is, the methodology uses categorization and information extraction functions among text mining technologies, matched up with the concept of market segmentation. In particular, the methodology also uses cross-tabulations analysis function which is a kind of traditional statistics analysis functions to derive rigorous results of the analysis. In order to confirm the validity of the methodology, we actually analyzed online customer reviews related with tourism by using the methodology.

Analyzing Online Bookstore Customers Using Artificial Neura1 Network (신경망 기법을 이용한 온라인 서점 이용자들의 고객 유형 분석)

  • Jeon, Hyun-Chi;Shin, Young-Geun;Park, Sang-Sung;Kim, Myoung-Hoon;Jang, Dong-Sik
    • The Journal of the Korea Contents Association
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    • v.7 no.9
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    • pp.127-138
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    • 2007
  • Due to the development of internet technology and the steady increase of turnover at B2C market many companies put a lot of work into maintaining a good relationship with internet customers. Particularly, analyzing and understanding specific customer groups are essential for effective CRM and marketing strategy Thus, this paper proposes the method to define the customers of online bookstore into several meaningful groups. Five important factors and factor scores for each respondent are obtained by Factor Analysis. Six groups are classified by Cluster Analysis and Analysis of Variance(ANOVA) is used to verify the difference between each group.

A Study of E-mail and Personal Homepage as a Marketing Promotion Tool in the Hotel Industry (호텔에서 마케팅 도구로써 이메일과 개인 홈페이지의 활용방안에 관한 연구)

  • Chung Hyun-Young
    • The Journal of the Korea Contents Association
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    • v.4 no.4
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    • pp.11-19
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    • 2004
  • With the help of information technology the number of email users and personal home page owners are increasing. Marketers have much interest in using the email and personal home pages as a marketing promotion tool which can provide potential customers with messages they want to send. Marketers can facilitate the promotion efforts once if the profiles of potential customers' information can be databased by sending proper messages to the targeted market. Because of the merit of email and personal home page hotel firms are expected to adopt the information applications in their promotions for customers. This study proposes the Possibilities of email and personal home pages as a marketing promotion tool in the hotel industry and discusses problems to be overcome.

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Acceleration of the Customer Education Paradox by a Smartphone

  • Lee, Ji-Eun;Zoe, Chou
    • International Journal of Contents
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    • v.11 no.1
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    • pp.31-40
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    • 2015
  • This paper primarily intends to explore whether smartphones accelerate the customer education paradox. Smartphone usage is becoming a mainstream habit, and it is changing people's shopping experience and conventional practices, hence presenting new challenges to the market. A smartphone affects customers strongly when they are trying to choose a product/service among a variety of options, and making purchase decisions. With smartphones bringing such changes and challenges to the market, especially to the companies and stores, it is important to understand market trends in order to retain the loyalty of existing customers as well as to attract new buyers. Therefore, companies and stores should offer enhanced and better technical service quality, along with the use of tools such as QR codes. Further, mobile based websites would offer a suitable approach in assisting customers using smartphones to obtain better information of greater value. The results of this study imply that there is an opportunity for organizations to design various methods of imparting customer education by using smartphones, such as loading applications on a smartphone that lead to more information with good quality and present real benefits regarding the products/services.

Design of a Forecasting Model for Customer Classification in the Telecommunication Industries (통신 산업의 고객 분류를 위한 예측 모델 설계)

  • Lee Byoung-Yup;Joh Kyu-Ha;Song Seok-Il;Yoo Jae-Soo
    • The Journal of the Korea Contents Association
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    • v.6 no.1
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    • pp.179-189
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    • 2006
  • Recently, according to the development of computer technology, a large amount of customer data have been stored in database. Using such data, decision makers extract the useful information to make a valuable plan with data mining. In this paper, we design a forecasting model that classifies the exiting customers in the telecommunication industries using the classification rule, one of the data mining technologies. In other words, this paper builds a model of customer loyalty detection and analyzes customer patterns in mobile communication service market with data mining using neural network and regression methods. This model improves the relationship of customers and enterprises. As a result, the enterprise creates the profits from many customers and the customer receives more benefits from the enterprise.

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Interactive Storytelling Example Analysis of Promotion Site (프로모션 사이트의 인터랙티브 스토리텔링 사례 분석)

  • Ahn, Seong-Hye
    • The Journal of the Korea Contents Association
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    • v.8 no.8
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    • pp.65-73
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    • 2008
  • Web-based Promotion of companies have several advantages: They can publicize the brand image in various ways; they enable consumers to learn the information of products in the round with interests; they can stretch out their marketing targets to the whole world. In order to make an effective delivery of their information in such promotion websites, interaction with their consumers is an important factor, for which understanding Interactive Storytelling is essential. The purpose of this thesis is to study Interactive Storytelling which enables us to have effective interaction with consumers in making promotion websites of companies. For this, this thesis analyzes examples of Interact Storytelling focused on it have story promotion websites on the basis of the five steps for internet marketing promotions: attraction of visitors, attraction of interests and participations, acquisition of the information of customers, grasp of the needs of customers, and an offer of values classified by customers.

Influences of Service Recovery Justice on Word-of-Mouth Effect in the Lodging (호텔 서비스 실패에 대한 회복 공정성이 구전효과에 미치는 영향 연구)

  • Cho, Sang-Su;Lee, Kwan-Pyo
    • The Journal of the Korea Contents Association
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    • v.6 no.11
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    • pp.74-84
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    • 2006
  • It is quite impossible for a service firm to deliver service without failure. The main reason is that service is intangible, perishable and heterogeneous in nature. Every service firm tries its best to recover service failure with understanding that service failure affects customers' evaluation and attitude for the firm. The research finds that customers' satisfaction after recovery affects customers' intentions both service encounter satisfaction and overall firm satisfaction strongly affects positive word-of-month and purchase intentions. The results have implications to researchers and service marketing managers. For researchers, the result will be helpful for them to further develop service failure and recovery framework. For service marketing managers, the result will suggest specific guidelines for establishing service recovery strategies.

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Bottlenecks in Building an Online Customer Base: A Experimental Field Study on Viral Marketing (온라인 고객 기반 확보의 장애 요인: 바이럴 마케팅의 현장 실험 연구)

  • Park, Sunju;Chung, Seungwha;Pyo, Na Sung;Hwang, Soonki
    • The Journal of the Korea Contents Association
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    • v.19 no.1
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    • pp.682-695
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    • 2019
  • In recent years, using a connected platform, companies have built and implemented a mobile viral marketing strategy to attract new customers and to have long-term relationships with existing customers. The emergence of interactive Web 2.0 has led to an explosive increase in customer engagement, and practitioners have become interested in connected platform to build close relationships with their customers. However, the study on the effectiveness of various customer influx methods using the connected platform that companies utilize for an increase of customer participation is insufficient. Based on the theoretical study of Sashi (2012), this study analyzes the actual mobile viral promotion of company A's open market shopping mall for the purpose of bringing new customers and having a long-term relationship with the new customers[1]. By analyzing the customer engagement type, the implications for the effectiveness of mobile viral promotion are suggested. First, as a result of the immediate effect of online viral promotion, promotions are partially effective in attracting new customers. Second, as a result of examining the change of customer engagement type in order to find out the long - term effect of online viral promotion, it was found that in most cases, new customers were not become satisfied customers and, Laggard Effect, which takes time to become a satisfied customer, has been confirmed.

A Agent System Supporting Personalization based on Customer-Emotion (고객 감성 기반의 개인화를 지원하는 에이전트 시스템)

  • 고일석;김의재;신승수;나윤지
    • The Journal of the Korea Contents Association
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    • v.2 no.1
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    • pp.113-119
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    • 2002
  • E-Biz. system must provide convenient and easy interface, efficient functions, and provides information and contents satisfying customers. To do this, many kinds of studies are being advanced actively about E-Biz. system using intelligent agent technology and efficient E-Biz. strategy. Also E-Biz. system score a lot of information and contents to get a efficient business activities and relationships between a company arid customers. To effectively adopt individual customer's preference and actively adapt change of business situation, we may consider individual user characteristics and emotion. This paper suggests E-Biz. system using intelligent agent technology based on user characteristics and emotion. This system can provide convenient user interface and improve customer royalty. In the results, it is found that proposed system is more efficient than existing systems about customer's preference.

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Effects of Apparel Product Attributes on Customer Satisfaction, Trust, and Loyalty in Online Stores (온라인 점포에서 의류상품특성이 고객만족, 고객신뢰, 고객충성도에 미치는 영향)

  • Park, Eun-Joo
    • Journal of the Korean Society of Clothing and Textiles
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    • v.32 no.8
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    • pp.1299-1308
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    • 2008
  • Customers’ loyalty to an online store may be worth up to ten times as much as its average customer. To develop a loyal customer base, most online stores try their best to continually satisfy their customers and to generate long-run relationships with them. This study investigates the effects of product attributes on customer satisfaction, trust, and loyalty in the context of online shopping for apparels. A self-administered questionnaire with multi-item scale was developed based on literatures. A total of 356 usable questionnaires were obtained from respondents and were analyzed using by LISREL 8.54 Program. The results showed that attributes of apparel products (e.g., products variety, price, and information) have indirectly influenced customer loyalty, which are moderated by customers’ satisfaction and trust. Additionally, customer satisfaction plays an important role to develop customer loyalty of online apparel stores. The findings suggest that, to satisfy their customers, online apparel stores should focus on product variety, and reasonable/economic prices of their apparel products, while they should provide the information about contents/care of apparels in building trusting relationships with their customers. In light of the major findings, this study sets forth strategic implications for customer loyalty in online settings of apparel store.