아이템 네트워크를 활용한기술 중심 사업 다각화 기회 탐색 지원 방법론

• 영문명: Technology-Focused Business Diversification Support Methodology Using Item Network
• 발행기관: 한국IT서비스학회
• 저자명: 배국진(Kukjin Bae) 김지은(Ji-Eun Kim) 김남규(Namgyu Kim)
• 간행물 정보: 『한국IT서비스학회지』한국IT서비스학회지 제19권 제3호, 17~34쪽, 전체 18쪽
• 주제분류: 경제경영 > 경영학
• 파일형태: PDF
• 발행일자: 2020.06.30

영문 초록

Recently, various attempts have been made to discover promising items and technologies. However, there are very few data-driven approaches to support business diversification by companies with specific technologies. Therefore, there is a need for a methodology that can detect items related to a specific technology and recommend highly marketable items among them as business diversification targets. In this paper, we devise Labeled Item Network for Business Diversification Consulting Support System. Our research is performed with three sub-studies. In Sub-study 1, we find the proper source documents to build the item network and construct item dictionary. In Sub-study 2, we derive the Labeled Item Network and devise four index for item evaluation. Finally, we introduce the application scenario of our methodology and describe the result of real-case analysis in Sub-study 3. The Labeled Item Network, one of the main outcome of this study, can identify the relationships between items as well as the meaning of the relationship. We expect that more specific business item diversification opportunities can be found with the Labeled Item Network. The proposed methodology can help many SMEs diversify their business on the basis of their technology.

목차

1. 서 론

2. 관련 연구

3. 제안 방법론

4. 활용 시나리오 및 결과

5. 결 론

참고문헌

키워드

Business Diversification Document Embedding Labeled Item Network Social Network Analysis Text Analytics