• KSII Transactions on Internet and Information Systems (TIIS)
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• 제18권6호
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• pp.1518-1539
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• 2024

Artificial intelligence-enabled business models aim to improve decision-making, operational efficiency, innovation, and productivity. The presented systematic literature review is conducted to highlight elucidating the utilization of artificial intelligence (AI) methods and techniques within AI-enabled businesses, the significance and functions of AI-enabled organizational models and frameworks, and the design parameters employed in academic research studies within the AI-enabled business domain. We reviewed 39 empirical studies that were published between 2010 and 2023. The studies that were chosen are classified based on the artificial intelligence business technique, empirical research design, and SLR search protocol criteria. According to the findings, machine learning and artificial intelligence were reported as popular methods used for business process modelling in 19% of the studies. Healthcare was the most experimented business domain used for empirical evaluation in 28% of the primary research. The most common reason for using artificial intelligence in businesses was to improve business intelligence. 51% of main studies claimed to have been carried out as experiments. 53% of the research followed experimental guidelines and were repeatable. For the design of business process modelling, eighteen AI mythology were discovered, as well as seven types of AI modelling goals and principles for organisations. For AI-enabled business models, safety, security, and privacy are key concerns in society. The growth of AI is influencing novel forms of business.

• 한국콘텐츠학회논문지
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• 제10권1호
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• pp.160-169
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• 2010

국내 모바일 인터넷 서비스 시장은 매우 빠르게 성장하고 있다. 본 논문은 국내 모바일 인터넷 서비스의 현황을 고찰하고, 신방, 방송, 인터넷 등 주요 미디어 기업이 제공하는 모바일 콘텐츠 서비스 유형을 분석하였다. 연구결과 미디어 기업들은 일반적으로 모바일을 통해 뉴스와 정보 유형들을 무료로 제공하며, 새로운 미디어 영역에서 시장 경쟁력을 유지할 새로운 비즈니스 모델을 개발하려고 노력하고 있다. 미디어 기업의 모바일 콘텐츠 영역은 아직 분명한 콘텐츠 비즈니스 모델의 부족으로 초기 단계에 있다. 소비자의 욕구를 만족시키며 시장에서의 경쟁력을 유지하기 위해서는 미디어 기업들이 향후 새로운 비즈니스 모델을 지속적으로 개발해야 하고, 모바일 서비스 시장의 장애물을 줄여나가기 위해서 시장의 다른 참여자들과 서로 협력해야 한다.

• 한국지능시스템학회:학술대회논문집
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• 한국퍼지및지능시스템학회 2006년도 추계학술대회 학술발표 논문집 제16권 제2호
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• pp.408-411
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• 2006

Currently, the nano economy threatens the mass economy. This is based on the internet business models. In the nano business models based on internet, the diversely personalized services are needed. Many researches of the personalization on the web have been studied. The web usage mining using click stream data is a tool for personalization model. In this paper, we propose an internet business model using evolutionary support vector machine and web response survey as a web usage mining. After analyzing click stream data for web usage mining, a personalized service model is constructed in our work. Also, using an approach of web response survey, we improve the performance of the customers' satisfaction. From the experimental results, we verify the performance of proposed model using two data sets from KDD Cup 2000 and our web server.

• 한국IT서비스학회지
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• 제7권2호
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• pp.59-75
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• 2008

Despite our extensive understanding on the Internet business and widely understood first-mover advantage. it is not clearly answered yet whether an internet firm can enjoy the first-mover advantage in the new environment of the Internet. This is mainly because the Internet marketplace itself has a complex combination of various business models, ranging from a simple channel-extension to a whole new business model. Based on new theoretical development on the first-mover advantage, we empirically test whether being an early mover in the Internet environment materially affects firm performance, using clickstream data from Korea where broadband Internet installation is ranked as top among OECD countries. Our results show the effectiveness of first-mover advantage on the web does not exist, regardless of its business model and competitive environment. This result expands our understandings on the e-business, not to mention of the real feature of first-mover advantage.

• Journal of Information Technology Applications and Management
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• 제13권4호
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• pp.41-56
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• 2006

The real estate portal has grown into a successful e-Business model that is combined on and off line. Although IT technologies have shown rapid growth, the real estate portals have failed to satisfy the expectations of the Internet users. Based on Michael Porter's competitive forces framework, this study proposes five competitive strategies for continuing growth of the real estate portals. First, to strengthen bargaining power against supplier, buyer and potential new entrants, the real estate portals need to construct a basic network that is cost efficient and maintains real estate goods and makes profits by collaborative deals. Second, strengthen brand value and endeavor to escape from dependency on the Internet portals. Third, develop services to consider changed circumstances and give a lot of sources to make profit to real estate agencies. Fourth, concentrate on marketing to draw in the Internet users and adapt strategies that have been successful in other fields. Finally, real estate fields can seek out ideas for developing new business models from other successful e-Business models and should benchmark them to reduce expenses to a minimum and increase benefits to a maximum.

• 한국정보통신학회논문지
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• 제23권2호
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• pp.111-116
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• 2019

웹에서, 모바일, 스마트에서 시작하여 사물인터넷, 빅데이터, 인공지능과 같은 형태의 새로운 기술들은 이전에 존재하지 않았던 새로운 비즈니스 모델을 가능하게 하고 있고, 이와 같은 비즈니스 모델에 기반한 다양한 형태의 인터넷 기업들이 출현하고 있다. 본 연구에서는 이와 같은 인터넷 기업들의 성공과 실패에 비즈니스 모델의 어떠한 요소가 영향을 미쳐왔는지를 중다사례 연구로 분석하고자 한다. 이를 위하여 비즈니스 모델에 대한 최근 연구들을 고찰하고, 인터넷 기업의 성공에 영향을 미치는 변수를 네트워크 효과 발생, 사용자 인터페이스, 제공 이해관계자와의 협력, 사용자에 대한 가치창출, 수익모델의 확보의 다섯 가지로 도출하고자 한다. 도출한 다섯 가지 변수를 사용하여, 상업화가 활발한 일곱 가지 카테고리에서 성공하고 실패한 인터넷 기업 14개를 선정하여 사례분석을 실시하고자 한다. 분석결과에 대하여 ID3 알고리즘에 기반을 둔 귀납적 추론을 적용하여 의사결정 나무를 도출하고, 도출한 의사결정 나무를 기반으로 성공과 실패에 영향을 미치는 규칙을 도출하고자 한다. 이와 같이 도출된 규칙을 가지고, 인터넷 기업들이 성공하기 위하여 필요한 전략적 방향을 이해관계자에게 제시하고자 한다.

• 인터넷정보학회지
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• 제10권1호
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• pp.9-13
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• 2009

• 통상정보연구
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• 제7권4호
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• pp.23-36
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• 2005

With the rapid development of the Internet, e-business has been entering a new phase. However, there're still some problems to be settled and needs for breakthrough. The paper proposes an innovative approach to e-business models with the aim to resolve the problems. The paper reviews the exiting e-commerce models and points out some of the common weaknesses of the models, and presents the "Business Blogging e-Hub"model for e-business. With the characteristics of all-sided information, multi-dimensional interactivity and trans-model e-commerce platform, the proposed model is created and derived from the integration of the "classical"e-commerce models as B2B, B2C and C2C with the technology and essence of blogging, and is thus sure to meet rapidly changing business needs.

• Asia pacific journal of information systems
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• 제7권2호
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• pp.35-49
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• 1997

The usability of the Internet including WWW (World Wide Web) is dramatically growing in current business environment. These allow decision makers to enhance the productivity of decision making by referring valuable information in the remote sites, This paper presents the possibilities how WWW can be applied to build distributed and collaborative DSS, especially model management subsystem. A framework of Internet-based DSS is delineated, and then an idea of representing and managing models in the Internet-based DSS is suggested.

• International Journal of Internet, Broadcasting and Communication
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• 제9권3호
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• pp.44-58
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• 2017

The purpose of this study is to prove the Korean Internet company, Kakao's resilience capacity. For it, this paper reviews the previous literatures regarding Kakao's business models and discusses 'resilience' theory. Then, it organizes the research questions based on the theoretical background and explains the research methodology. It investigates the case of Kakao's business and organization. The case analysis shows that five levers of resilience are a good indicator for a successful platform business evolution. The five levers are composed of coordination, cooperation, clout, capability, and connection: First lever, coordination that makes the company to restructure its silo governance in order to respond to actual business flow starting from the basic asset like game and music content; second lever, cooperation where the firm provides creative people with playground for startups such as KakaoPage; third lever, clout where the company shares its data by opening its API of AI and chatbot to $3^{rd}$ party developers; fourth lever, capability where the firm establishes AI R&D center, KakaoBrain as the function of multi-domain generalist for developing diverse platforms tackling customer needs; and the last fifth lever, connection where the firm continues to expand its platform business to the peripheries, O2O businesses such as KakaoTaxi, KakaoOrder, KakaoPay, and KakaoBank. In conclusion, this study proposes Internet companies to be a resilient platform utilizing those five levers of resilience in order to form successful platform. This study contributes to the agile innovation of Internet platform with ecological sense.