• 제목/요약/키워드: Customer Adoption

검색결과 183건 처리시간 0.026초

인공지능 속성에 대한 고객 태도 변화: AI 스피커 고객 리뷰 분석을 통한 탐색적 연구 (Customer Attitude to Artificial Intelligence Features: Exploratory Study on Customer Reviews of AI Speakers)

  • 이홍주
    • 지식경영연구
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    • 제20권2호
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    • pp.25-42
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    • 2019
  • AI speakers which are wireless speakers with smart features have released from many manufacturers and adopted by many customers. Though smart features including voice recognition, controlling connected devices and providing information are embedded in many mobile phones, AI speakers are sitting in home and has a role of the central en-tertainment and information provider. Many surveys have investigated the important factors to adopt AI speakers and influ-encing factors on satisfaction. Though most surveys on AI speakers are cross sectional, we can track customer attitude toward AI speakers longitudinally by analyzing customer reviews on AI speakers. However, there is not much research on the change of customer attitude toward AI speaker. Therefore, in this study, we try to grasp how the attitude of AI speaker changes with time by applying text mining-based analysis. We collected the customer reviews on Amazon Echo which has the highest share of AI speakers in the global market from Amazon.com. Since Amazon Echo already have two generations, we can analyze the characteristics of reviews and compare the attitude ac-cording to the adoption time. We identified all sub topics of customer reviews and specified the topics for smart features. And we analyzed how the share of topics varied with time and analyzed diverse meta data for comparisons. The proportions of the topics for general satisfaction and satisfaction on music were increasing while the proportions of the topics for music quality, speakers and wireless speakers were decreasing over time. Though the proportions of topics for smart fea-tures were similar according to time, the share of the topics in positive reviews and importance metrics were reduced in the 2nd generation of Amazon Echo. Even though smart features were mentioned similarly in the reviews, the influential effect on satisfac-tion were reduced over time and especially in the 2nd generation of Amazon Echo.

추천시스템을 위한 연관군집 최적화 기반 협력적 필터링 방법 (An Collaborative Filtering Method based on Associative Cluster Optimization for Recommendation System)

  • 이현진;지태창
    • 디지털산업정보학회논문지
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    • 제6권3호
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    • pp.19-29
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    • 2010
  • A marketing model is changed from a customer acquisition to customer retention and it is being moved to a way that enhances the quality of customer interaction to add value to our customers. Such personalization is emerging from this background. The Web site is accelerate the adoption of a personalization, and in contrast to the rapid growth of data, quantitative analytical experience is required. For the automated analysis of large amounts of data and the results must be passed in real time of personalization has been interested in technical problems. A recommendation algorithm is an algorithm for the implementation of personalization, which predict whether the customer preferences and purchasing using the database with new customers interested or likely to purchase. As recommended number of users increases, the algorithm increases recommendation time is the problem. In this paper, to solve this problem, a recommendation system based on clustering and dimensionality reduction is proposed. First, clusters customers with such an orientation, then shrink the dimensions of the relationship between customers to low dimensional space. Because finding neighbors for recommendations is performed at low dimensional space, the computation time is greatly reduced.

The Effect of Oriental Art as an Interior Design for Urban Hotel Business Plan

  • HAN, Soomin
    • 동아시아경상학회지
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    • 제10권2호
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    • pp.115-125
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    • 2022
  • Purpose - The quality of the hotel depends on the Oriental arts established. Customers tend to believe that high prices reflect the offered services. This research expounds on the effects of Oriental interior designs in the hospitality industry in enhancing hotel profitability, opportunities for development, and the growth of urban hotels. Research design, Data, and methodology - This study conducted the comprehensive literature analysis to obtain suitable contents about the effect of Oriental Art for Urban Hotel Business Plan. the literature analysis method systematically assesses the value of qualitative data. Resources are organized into groups using a coding frame. Result - The adoption of the Oriental arts in the interior designs in the hotel industry will lead to customer attraction, improved competitive advantage, customer loyalty, and the preservation of the societal values of culture. Therefore, the marketing practitioners should adopt oriental arts as an integral aspect of interior designs to enhance customer satisfaction Conclusion - Marketing practitioners also use the oriental arts to enhance customers' willingness to pay. This is because oriental arts serve as the cues that enable the consumers to feel that the hotel's products are of quality. When oriental arts are used in interior hotel designs, the customer's willingness to pay increases. Thus the firm's relationships with customers are boosted.

The Effect of Live Broadcast of Fresh Food on Customer's Purchasing Intention

  • Young-Geun PARK;Dai-Hwan MIN;Hanjin LEE
    • 산경연구논집
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    • 제14권9호
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    • pp.31-39
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    • 2023
  • Purpose: Social media's increasing adoption and the development of digital technology have completely changed how businesses interact with their clients. The current study is to examine the impact of live broadcasts on consumers' perceptions and actions across a range of fresh food goods. Research design, data and methodology: The scrutiny relies on the existing peer-reviewed literature, which may prevent a comprehensive evaluation of some recent advancements in the subject. Despite these caveats, the outcomes of this scrutiny are anticipated to contribute significantly to our understanding of the effect of live broadcast marketing on consumers' propensity to make purchases. Results: Previous literature review clearly states that 'Live Broadcast of Fresh Food' to attract relevant customers should be followed: (1) Increased Product Transparency and Trust, (2) Enhanced Customer Engagement, (3) Impact on Customer's Perception of Product Quality, and (4) sense of urgency and scarcity. Conclusions: All in all, the study's advice for firms in the food industry to improve their marketing efforts through live broadcasts have important practical ramifications. Promoting openness and trust in the production process and with the audience boosts a brand's reliability. Customers are more likely to participate and feel more connected to a brand.

e-비즈니스 채택요인과 성과에 관한 대기업과 중소기업의 차이분석 (A Comparative Analysis on the e-Business Adoption Factors and Performance in Large and Small Companies)

  • 이동만;안현숙;김효정
    • 한국정보시스템학회지:정보시스템연구
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    • 제17권4호
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    • pp.157-180
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    • 2008
  • The majority of studies was undertaken on large companies that had adopted e-Business or on the specific case of dot.com companies. However, despite this interest in the effect of the size of an organization on its approach to e-Business, little direct comparison has been undertaken between small and large companies. This study examined the differences of e-Business adoption factors and e-Business performance between large and small companies. Reviewing the literature, we suggest a research model and develop nine hypotheses to be tested. Data are collected from 109 companies Implemented e-business. The results of hypothesis testing show as follows. First, e-Business performance of efficiency has a positive influence of perceived e-Business advantage, top management support, organizational learning ability and financial slack. Second, e-Business performance of sales performance has a positive influence of top management support. Third, e-Business performance of customer satisfaction has a positive influence of technology competence, perceived e-Business advantage, top management support, financial slack and institutional pressure. Finally, there are differences in the e-business factors(perceived e-Business advantage, top management support, institutional pressure) and e-Business performance(efficiency) between large and small companies.

A Comparative Study of Internet Banking Satisfaction Model in South Korea and Indonesia

  • Wati, Yulia;Koo, Chul-Mo
    • Asia pacific journal of information systems
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    • 제19권4호
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    • pp.1-28
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    • 2009
  • Banking industries have continuously innovated through technology-enhanced products and services. Many studies have recognized the importance of the Internet in banking industries, arguing that it has been widely adopted. Many studies published on the Internet banking in specific countries are mostly related with such issues as internet banking adoption and acceptance, security and risks of online banking system, and interface design. Several studies have been done to examine the differences and similarities between other banking channels and the Internet banking. However, to the best of our knowledge, only a limited number of studies has examined the differences and similarities between two specific countries in order to create a new customer satisfaction model. In this research, we studied the internet banking satisfaction model by comparing two countries: South Korea and Indonesia. We conducted an empirical study based on the data collected in both two countries. In this research, we found that countries which have adopted electric banking services, particularly between a country with high ICT adoption and a country with low ICT adoption, show different satisfaction trends. Based on the study results, herein we provide discussion, managerial, and practical implications.

Using No-Code/Low-Code Solutions to Promote Artificial Intelligence Adoption in Vietnamese Businesses

  • Quoc Cuong Nguyen;Hoang Tuan Nguyen;Jaesang Cha
    • International Journal of Internet, Broadcasting and Communication
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    • 제16권3호
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    • pp.370-378
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    • 2024
  • Recently, Artificial Intelligence (AI) has been emerging as a technology that has transformed and revolutionized various industries around the world. In recent years, businesses in Vietnam have also started to embrace AI applications to enhance their operations and gain a competitive edge in the market. As AI technologies continue to evolve rapidly, their impact on Vietnamese businesses is becoming increasingly profound. As artificial intelligence continues to progress across various fields, the need to democratize AI technology becomes increasingly clear. In a rapidly growing market like Vietnam, leveraging AI offers significant opportunities for businesses to improve operational efficiency, customer engagement, and overall competitiveness. However, significant barriers to AI adoption in Vietnam are the scarcity of skilled developers and the high cost of implementing traditional AI. No-code/low-code platforms offer an innovative solution that can accelerate AI adoption by making these technologies accessible to a wider audience. This article analyzes and understands the benefits of no-code/low-code solutions and proposes a roadmap for implementing no-code/low-code solutions in promoting AI applications in Vietnamese businesses.

Understanding the Role of Trustees in the Adoption of IT Services

  • Kim, Gi-Mun;Shin, Bong-Sik;Lee, Ho-Geun
    • 한국경영정보학회:학술대회논문집
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    • 한국경영정보학회 2007년도 International Conference
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    • pp.469-472
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    • 2007
  • This study deals with an important but ignored topic in IS research, the trustee issue. The purpose of this study, performed in the context of mobile banking, is: (1) to broaden the types of trustees (vendors, mobile channel, customers themselves) that customers consider in the adoption of emerging IT services and (2) to investigate the relationships between customer intention to adopt new IT services and trust in three different trustee types. The analysis showed that customers' self-trust is the most important in shaping their intention to adopt mobile banking. Consumer trust in the mobile channel came in second. Unlike the results of previous research, the effect of customers' trust in vendors was insignificant in mobile banking.

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아이핀(i-PIN)의 가치창출효과 추정 (Estimating Value Creation Effects of i-PIN)

  • 장원창;신일순
    • 한국IT서비스학회지
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    • 제12권2호
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    • pp.185-193
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    • 2013
  • This paper analyzes the effects of i-PIN focusing on the positive value creation rather than the negative loss reduction from the viewpoint of internet company. Empirical tests are run to examine what determines the use of i-PIN and whether i-PIN users participate in e-commerce, communication, and SNS activity. Our findings are as follows. First, the reason for using i-PIN lies in the experience of privacy infringement rather than a high value on privacy protection. Second, i-PIN users tend to participate in the online activity such as e-commerce, communication, SNS. Third, the marginal effect of i-PIN adoption amounts to 2~9% of increase in the online activity. With the results, we expect that i-PIN adoption leads to sales increase and new customer acquisition as well as privacy leakage decrease and it provides logic to solve social underinvestment problem in privacy protection.

새로운 결제서비스의 성공요인: 다중사례연구 (Critical Success Factor of Noble Payment System: Multiple Case Studies)

  • 박아름;이경전
    • 지능정보연구
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    • 제20권4호
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    • pp.59-87
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    • 2014
  • 결제서비스에 대한 기존의 연구는 결제서비스의 채택요인 또는 지속적인 사용에 영향을 미치는 요인 등 행동이론을 중심으로 진행되어 왔다. 이러한 요인들이 미치는 영향에 대한 결과는 결제서비스의 종류에 따라 또는 연구 지역에 따라 상이하게 나타나고 있다. 본 연구는 결제 서비스의 종류나 문화등의 변수에 관계없이 새로운 결제 서비스가 성공할 수 있는 일반적인 요인이 무엇인지에 대한 의문에서 시작하게 되었다. 기존 연구에서 중요한 영향을 미친다고 제시한 채택요인들은 실제 결제사례의 결과에 비추어 보면 기존 연구에서 주장한 바와 일치하지 않는 경우를 볼 수 있다. 이러한 이론과 현실사이의 괴리를 발견하고 새로운 결제서비스가 성공하기 위한 근본적이고 결정적인 요인이 무엇인지에 대해 제시하고 사례연구를 통해 가설을 입증하고자 하는 것이 본 연구의 목적이다. 따라서 본 연구는 새로운 결제서비스가 성공하기 위해서는 기존 결제서비스의 비고객에게 이들이 결제할 수 있는 수단을 제공함으로써 새로운 결제 시장을 창출해야 함을 주장한다. 이를 위해 성공한 결제사례인 신용카드, 휴대폰 소액결제, PayPal, Square을 채택하였으며, 기존 결제서비스의 비고객을 3개의 계층으로 분류하여 분석하였다. 그리고 새로운 결제서비스가 어떠한 계층을 타겟으로 하였으며 이들에게 어떠한 결제수단을 제공하여 새로운 시장을 창출하였는지 제시한다. 사례 분석 결과, 성공 사례 모두 본 연구의 가설을 지지하는 것으로 나타났다. 따라서 새로운 결제서비스는 결국 기존의 결제수단으로 거래를 할 수 없었던 이들이 결제를 할 수 있도록 함으로써 성공할 수 있다는 가설을 입증하였다. 모바일 결제서비스가 아직 대중화되지 못한 원인을 본 가설에 비추어 분석해 보면 보면, 기존의 결제 인프라를 이용할 수 있는 바코드, QR코드 기반의 모바일 결제 서비스뿐만 아니라 NFC, BLE, 음파 등의 새로운 기술이 적용된 모바일 결제 서비스가 출시되는 등 새로운 시도가 계속되고 있다. 또한 모바일 월렛은 사용자들이 소지하고 있는 카드정보를 스마트폰에 저장하여 지갑 없이도 결제가 가능하며, 쿠폰 제공, 적립카드 관리, 신분증을 저장하는 등의 다양한 부가적인 기능을 제공하고 있어 성공할 것이라는 전망이 대두되고 있다. 하지만 이러한 서비스들은 본 연구 관점에서 보자면 기존 결제서비스의 비고객이(기존 결제수단을 이용할 수 없었던 사용자) 거래할 수 있는 새로운 결제 수단을 제공해 주지 못하고 있기 때문에 결국 초기사용자에게만 채택될 뿐 대중화되는데 한계가 있을 것으로 예상된다. 반면, 새로운 모바일 결제서비스의 성공사례 중 하나인 PaybyPhone은 기존 코인주차 결제서비스의 비고객인 현금 미소지 고객에게 스마트폰을 이용한 새로운 결제수단을 제공함으로써 새로운 주차 결제 시장을 창출하였으며 현재 미국뿐만 아니라 유럽시장까지 진출하는 등 급성장하고 있다. 결론적으로, 많은 이해관계자들이 모바일 결제시장을 선점하기 위해 다양한 형태의 모바일 결제 서비스를 출시하고 있지만 캐즘을 뛰어넘어 주류 시장에 성공적으로 정착할 수 있느냐는 결국 기존 결제서비스의 비고객군에게 그들이 필요로 하는 새로운 결제수단을 제공하는지의 여부에 달려있다고 볼 수 있다. 따라서 모바일 결제 서비스의 기획자나 매니저들은 서비스 기획 시 기존 결제서비스의 비고객군은 누구인가? 그들은 어떠한 결제수단을 원하는가?를 먼저 고려해야 한다. 본 연구는 새로운 결제서비스가 성공하는데 미치는 요인에 대한 가설을 검증하기 위해 4개의 성공사례를 선택하였으며 각 사례에 동일한 가설을 검증하는 '반복연구논리'를 적용하였다. 본 가설을 더욱 공고히 하기 위해 사례연구방법론에서 제시하고 있는 경쟁가설을 포함한 후속 사례연구가 진행되어야 할 것이다.