안재현 교수
Jae-Hyun Ahn
KAIST 경영공학부 · 경영학
연구실 소개
안재현 교수의 연구실은 인공지능, 빅데이터 기반의 디지털 혁신과 신규 비즈니스 모델 개발을 중심으로 연구를 진행하고 있습니다. 특히 IoT 기반 서비스의 핵심 역량인 데이터 분석 능력과 e마켓플레이스, 소셜 코머스 등 디지털 플랫폼에서의 신뢰 형성 및 소비자 행동 메커니즘을 분석하며, 실증적 연구를 통해 기업의 전략적 의사결정을 지원합니다. 또한 신제품 개발의 불확실성을 관리하기 위한 시나리오 기반 전략 수립 방법론도 적용하고 있습니다.
연구 현황
연구 성과 추이
표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.
주요 논문
15The Internet of Things (IoT) generates new business opportunities by connecting physical objects with a multitude of sensors. IoT research mainly focused on technology and business models are relatively unexplored, although developing IoT business models is important for successful IoT service. The existing literature on IoT business models are industry or context-dependent. The aim of this research is to develop a generic business model framework for IoT business through literature analysis and
The e-marketplace, or broker-managed online market, is one of today's most profitable e-business models. In these marketplaces, buyers routinely engage with businesses and individual sellers with whom they have had little or no prior interaction, making trust one of the most important issues in the e-marketplaces. Therefore, a clear understanding of the trust building process in the e-marketplace is important for the success in the market. In this study, we analyze the process by which e-marketp
The United Network for Organ Sharing system of allocating cadaveric kidneys for transplantation permits only minimal involvement of patients in the selection process. The system ignores potential variations in the importance that patients may attach to outcomes associated with the transplant decision. For instance, some patients may prefer only kidneys that will give them a very favorable chance to achieve a successful transplant. We designed a decision model in which patients are surveyed about
Using eye-tracking field experiments, we examine the dynamics underlying consumers’ attention-allocation behaviors in online search, with focus on attention adjustment, attention renewal, and equilibrium seeking. In particular, we probed into how consumers’ e-commerce search behaviors vary when they are exposed to an advertisement during a search and when they are not. The findings from the two separate experiments suggest that consumers’ attention span decreases exponentially, instead of linear
Social commerce is an exciting new business model in the e-commerce world. Because it is a relatively new concept, the strategies that achieve the best market performance remain unclear. To better understand consumer purchasing behavior and develop corresponding strategies, special characteristics of social commerce need to be considered. This study uses the stimulus-organism-response framework to examine the effect of social presence and ambient factors from the impulse purchasing perspective i
Managing risk in a new product and service development process is one of the major challenges for many business managers. A scenario planning approach was incorporated into a new telecommunications service development process in order to understand the uncertainties shaping the future economic, business and technological environments. Understanding the major drivers for uncertainties helped in gaining insight and thereby generated new strategies for reducing risks and taking advantage of opportu
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