Browse > Article
http://dx.doi.org/10.4275/KSLIS.2019.53.4.361

Assessment for Overseas Construction Information Classification Using Collaborative Filtering  

Choi, Wonyoung (한국건설기술연구원)
Choi, Sangmin ((주)더레벨)
Kwak, Seing-Jin (충남대학교 문헌정보학과)
Publication Information
Journal of the Korean Society for Library and Information Science / v.53, no.4, 2019 , pp. 361-372 More about this Journal
Abstract
The Overseas Construction Engineering Information System (OVICE), which is operated by the Korea Institute of Construction Technology, uses the Overseas Construction Information Service classification system to service information required for overseas construction of domestic construction engineering companies. In this study, through the application of the recommendation system using collaborative filtering, identifying the relationship between the subjects for real users, verifying the adequacy of the overseas construction information classification system currently in service. Through this, I would like to propose an information service classification system that reflects actual user demand.
Keywords
Overseas Information System for Construction Engineering(OVICE); Overseas Construction Information Classification; Recommendation System;
Citations & Related Records
Times Cited By KSCI : 4  (Citation Analysis)
연도 인용수 순위
1 Baek, Seung Won, Han, Seung Heon, Lee, Changjun, Lee, Ji Seop and Moon, Soo Hwan. 2018. "Conflict Analysis in Public Construction Project with Unstructured Data - The Case of Jeju Naval Base Project." Journal of Public Society, 8(1); 83-106.   DOI
2 Yun, S., Yu, J., Cho, H. and Jang, H. 2015. "A Study on Strategies of Smal and Midsize Construction Companies for Joint Overseas Expansion." Journal of the Architectural Instiute of Korea, 31(5): 97-104.
3 Lee, Jiseop1, Kim, Doyun1, Lee, Changjun1, Lee, Jeonghun1 and Han, Seungheon. 2018. "A Research for Clustering of Conflict in Public Construction Project." Korean Journal of Construction Engineering and Management, 19(2): 61-72.   DOI
4 Choi, Wonyoung and Kwak, Seing-Jin. 2018. "Priority Demand Assessment for Overseas Construction Information Using Clustering Method." Journal of the Korean BIBLIA Society for library and Information Science, 29(4): 57-68.   DOI
5 KOREA Institute of Civil Engineering and Building Technology. 2015. Development of Construction Engineering Information Systems Platform by Hub Countries.
6 KOREA Institute of Civil Engineering and Building Technology. 2017. Overseas Expansion Promotin Plan for Construction SMEs.
7 International Contractors Association of Korea, 2006, Improvement Plan of Small and Midsize Construction Enterprizes for Overseas Expansion.
8 Sarwar, B. M., Karypis, G., Konstan, J. A. and Riedl, J. 2000. "Analysis of recommendation algorithms for e-commerce." in Proceedings of the 2nd ACM Conference on Electronic Commerce, 158-167.
9 Sarwar, B. M., Karypis, G., Konstan, J. A. and Riedl, J. 2001. "Item-based collaborative filtering recommendation algorithms." in Proceedings of the 10th International World Wide Web Conference, 285-295.
10 Kwon, O-Cheol and Cho, Jeong-Keun. 2017. "Research on Information Demand for Development of Overseas Construction Engineering System." Journal of the Architectural Instiute of Korea, 33(4): 37-46.
11 Park, Hwan-Pyo, Shin, Eun-Young and Lee, Kyo-Sun. 2008 "Improvement plan going into other countries of domestic construction companies." Korean Journal of Construction Engineering and Management, 9(6): 225-234.