Journal Articles | 논문
Refereed Journal Articles (International) | 국제학술지 논문
1.
(Under Review) Wang, S., Moon, S., Fu, Y., and Kim, J.* “Construction document digitalization with layout knowledge-informed object detection and semantic text recognition.” Advanced Engineering Informatics. (Submitted on 2024. 10. 30.)
2.
Lee, G., Moon, S., Hwang, J., and Chi, S.* (2023). “Development of a Real-Time Noise Estimation Model for Construction Sites.” Advanced Engineering Informatics, 58, 102133. DOI: 10.1016/j.aei.2023.102133 [Q1, SCI-E, 2023 IF 8.0]
3.
Chung, S., Moon, S., Kim, J., Kim, J., Lim, S., and Chi, S.* (2023). “Comparing Natural Language Processing (NLP) Applications in Construction and Computer Science Using Preferred Reporting Items for Systematic Reviews (PRISMA).” Automation in Construction, 154, 105020. DOI: 10.1016/j.autcon.2023.105020 [Q1, SCI-E, 2023 IF 9.6]
4.
Lee, G., Moon, S., and Chi, S.* (2023). “Reference Section Identification of Construction Specifications by a Deep Structured Semantic Model.” Engineering, Construction and Architectural Management, 30(9), 4358-4386. DOI: 10.1108/ECAM-10-2021-0920 [Q1, SCI-E, 2023 IF 3.6]
5.
Lee, G., Moon, S., and Chi, S.* (2022). “Real-Time Construction Site Noise Mapping System Based on Spatial Interpolation.” Journal of Management in Engineering, 39(2), 04022079. DOI: 10.1061/JMENEA.MEENG-5089 [Q1, SCI-E, 2023 IF 5.3]
6.
Moon, S., Chi, S.*, and Im, S.-B. (2022). “Automated Detection of Contractual Risk Clauses from Construction Specifications using BERT.” Automation in Construction, 142, 104465. DOI: 10.1016/j.autcon.2022.104465 [Q1, SCI-E, 2023 IF 9.6]
7.
Moon, S., Lee, G., and Chi, S.* (2022). “Automated System for Construction Specification Review Using Natural Language Processing.” Advanced Engineering Informatics, 51, 101495. DOI: 10.1016/j.aei.2021.101495 [Q1, SCI-E, 2023 IF 8.0]
8.
Chi, S., Moon, S., and Kim, D.Y.* (2021). “Internal Communication Effectiveness Model for Construction Companies: A Case Study of the Korean Construction Industry.” KSCE Journal of Civil Engineering, 25(12), 4520-4534. DOI: 10.1007/s12205-021-0483-1 [Q3, SCI-E, 2023 IF 1.9]
9.
Moon, S., Lee, G., and Chi, S.* (2021). “Semantic Text-pairing for Relevant Provision Identification in Construction Specification Reviews.” Automation in Construction, 128, 103780. DOI: 10.1016/j.autcon.2021.103780 [Q1, SCI-E, 2023 IF 9.6]
10.
Moon, S., Lee, G., Chi, S.*, and Oh, H. (2021). “Automated Construction Specification Review with Named Entity Recognition Using Natural Language Processing.” Journal of Construction Engineering and Management, 147(1), 04020147. DOI: 10.1061/(asce)co.1943-7862.0001953 [Q1, SCI-E, 2023 IF 4.1]
11.
Moon, S., Chung, S., and Chi, S.* (2020). “Bridge Damage Recognition from Inspection Reports Using NER Based on Recurrent Neural Network with Active Learning.” Journal of Performance of Constructed Facilities, 34(6), 04020119. DOI: 10.1061/(ASCE)CF.1943-5509.0001530 [Q3, SCI-E, 2023 IF 2.3]
12.
Moon, S., Shin, Y., Hwang, B.G., and Chi, S.* (2018). “Document Management System Using Text Mining for Information Acquisition of International Construction.” KSCE Journal of Civil Engineering, 22(12), 4791-4798. DOI: 10.1007/s12205-018-1528-y [Q3, SCI-E, 2023 IF 1.9]
13.
Moon, S., Chi, S., and Kim, D.Y.* (2018). “Predicting Construction Cost Index Using the Autoregressive Fractional Integrated Moving Average (ARFIMA) Model.” Journal of Management in Engineering, 34(2), 04017063. DOI: 10.1061/(asce)me.1943-5479.0000571 [Q1, SCI-E, 2023 IF 5.3]
14.
Zhang, H., Chi, S.*, Yang, J., Nepal, M., and Moon, S. (2017). “Development of a Safety Inspection Framework on Construction Sites Using Mobile Computing.” Journal of Management in Engineering, 33(3), 04016048. DOI: 10.1061/(ASCE)ME.1943-5479.0000495 [Q1, SCI-E, 2023 IF 5.3]
* Corresponding Author
Refereed Journal Articles (Domestic) | 국내학술지 논문
1.
(Under Review) Shin, S., Lee, S., Seo, Y., and Moon, S.* (2024). “복셀화 포인트클라우드를 활용한 건설현장 디지털 맵의 효율적인 정합 방법(Efficient Method for Integration of Construction Site Digital Maps Using Voxelized Pointclouds).” Korean Journal of Construction Engineering and Management. (Submitted on 2024 10. 8.)
2.
(Under Review) Park, Y., Moon, S.*, and Kim, J. (2024). “Automated Development of Domain-Specific Thesaurus Using Natural Language Processing for Document Digitization.” Journal of Korean Institute of Information Scientists and Engineers. (Submitted on 2024. 4. 11.)
3.
Youn, C., Lee, S., Moon, S., and Jeon, J.* (2024). “특허 데이터를 활용한 국내 우주분야 기술 동향 분석: 토픽 모델링과 네트워크 분석기법을 중심으로(Analysis of Research Trends Related to Space Industry Based on Patent Data: Using Topic Modeling and Network Analysis).” 산업혁신연구, 40(1), 86-103. DOI: 10.22793/indinn.2024.40.1.008
4.
Moon, S.*, Lee, G., Hwang, J., Chi, S., and Won, D. (2024). “건설현장 환경정보 수집을 위한 통합 센싱모듈 개발(Integrated Sensing Module for Environmental Information Acquisition on Construction Site).” KSCE Journal of Civil and Environmental Engineering Research, 44(1), 85-93. DOI: 10.12652/Ksce.2024.44.1.0085
5.
Choi, H., Moon, S., and Chi, S.* (2022). “건설 공정계획 자동화와 시각화를 위한 가산 그리드 공정계획 기법(CSM)과 CSM기반 소프트로직 알고리즘 개발 연구(Countable-grid Scheduling Method (CSM) and CSM-based Soft-logic Algorithm Development for Automated Construction Scheduling and Visualization).” Korean Journal of Construction Engineering and Management, 23(4), 65-77. DOI: 10.6106/KJCEM.2022.23.4.065
6.
Chung, S., Moon, S., and Chi, S.* (2018). “딥러닝 기반 교량 점검보고서의 손상 인자 인식(Bridge Damage Factor Recognition from Inspection Reports Using Deep Learning).” KSCE Journal of Civil and Environmental Engineering Research, 38(4), 621-625. DOI: 10.12652/Ksce.2018.38.4.0621
7.
Moon, S., Chung, S., and Chi, S.* (2018). “Latent Dirichlet Allocation 기법을 활용한 해외건설시장 뉴스기사의 토픽 모델링(Topic Modeling of News Article about International Construction Market Using Latent Dirichlet Allocation).” KSCE Journal of Civil and Environmental Engineering Research, 38(4), 595-599. DOI: 10.12652/Ksce.2018.38.4.0595
* Corresponding Author
Conference Proceedings | 국내외 학술대회 발표
1.
(Under Review) Seo, Y., Lee, S., Shin, S., and Moon, S.* (2024). “Sensor Location Optimization for Monitoring on Environmental Information in Construction Sites.” 2024 Conference of Korean Society of Automation and Robotics in Construction, Incheon, South Korea. (Submitted on 2024. 11. 7.)
2.
(Under Review) Kim, J., Lee, S., Moon, S.*, Sim, H., and Chang, T. (2024). “Advanced Analysis on Safety Accident Risk of Construction Sites Using Attribute Information of CSI.” 2024 Conference of Korean Society of Automation and Robotics in Construction, Incheon, South Korea. (Submitted on 2024. 10. 31.)
3.
Sim, H., Hong, J., and Moon, S.* (2024). “Placement Adequacy Checking of Safety Facility for Automated Construction Site Safety Inspection.” 2024 Conference of Korea Institute of Construction Engineering and Management, Jeju, South Korea.
4.
Hong, J., Yu, S., Moon, S.*, Heo, J., and Park, J. (2024). “Improving OCR Word Recognition for the Digitization of Handwritten Documents in the Mineral Industry.” 2024 Fall Joint Conference and the 9th International Symposium on KOMIR (KSMER2024F), Jeongseon, South Korea.
5.
Yu, S., Hong, J., Moon, S.*, Heo, J., and Park, J. (2024). “Automated Dataset Construction via Hand-written Document Digitization in Mining Sites.” 2024 Fall Joint Conference and the 9th International Symposium on KOMIR (KSMER2024F), Jeongseon, South Korea.
6.
Shin, S., Seo, Y., Lee, S., and Moon, S.* (2024). “Density Comparison of Voxelized Pointclouds for Quality Assessment of UAV/UGV-based Digital Map on Construction Sites.” 2024 Fall Conference of Korean Institute of Industrial Engineers, Seoul, South Korea.
7.
Appavu, K., Hong, J., Karuppanasamy, K., and Moon, S.* (2024). “Prioritization of Search/Restoring Operations in Disaster Sites Using Computer Vision.” 2024 Fall Conference of Korean Institute of Industrial Engineers, Seoul, South Korea.
8.
Lee, S., Seo, Y., Moon, S.*, and Won, D. (2024). “Optimization of Integrated Exploration Paths for UAV/UGV in Digital Map Generation for Construction Sites.” 2024 Fall Conference of Korean Institute of Industrial Engineers, Seoul, South Korea.
9.
Park, Y., Moon, S.*, Kim, J., and Chi, S. (2024). “Application of Domain-specific Thesaurus to Construction Documents based on Flow Margin of Semantic Similarity.” The 10th International Conference on Construction Engineering and Project Management (ICCEPM2024), Sapporo, Japan.
10.
Hong, J., Moon, S.*, Sim, H., and Park, W. (2024). “Automated Pairing of Safety Accidents and Regulations based on Text Mining.” 2024 Spring Conference of Korean Institute of Industrial Engineers, Yeosu, South Korea.
11.
Seo, Y., Lee, S., Moon, S.*, and Lee, G. (2024). “Optimized Deployment of Environmental Sensors on Construction Site Using Genetic Algorithm.” 2024 Spring Conference of Korean Institute of Industrial Engineers, Yeosu, South Korea.
12.
Yu, S., Moon, S.*, and Kim, J. (2024). “Computer Vision-based Cell Recognition for Digitization of Equipment Inspection Documents.” 2024 Spring Conference of Korean Institute of Industrial Engineers, Yeosu, South Korea.
13.
Park, K., Lee, J., and Moon, S.* (2024). "Analysis of User Experience of Pop-up Store Using Text Mining-based Sentiment Analysis.” 2024 Spring Conference of Korean Institute of Industrial Engineers, Yeosu, South Korea.
14.
Lee, J., Park, K., and Moon, S.* (2024). “Identification of Success Factors of Pop-up Stores Using Text Mining.” 2024 Spring Conference of Korean Institute of Industrial Engineers, Yeosu, South Korea.
15.
Hong, J., Lee, S., Moon, S.*, Sim, H., and Park, W. (2023). “Automated Pairing of Safety Accidents and Regulations in Construction Industry based on Text Mining.” 2023 Conference of Korean Society of Automation and Robotics in Construction, Sejong, South Korea.
16.
Lee, S., Hong, J., Moon, S.*, Jeong, J., and Park, W. (2023). “Automated Model Development on Safety Accident Prediction in Construction Sites Using CSI Data.” 2023 Conference of Korean Society of Automation and Robotics in Construction, Sejong, South Korea.
17.
Seong, H., Seo, Y., and Moon, S.* (2023). “Methodologies Investigation on Developing Site-oriented Digital Map.” 2023 Fall Conference of Korean Institute of Industrial Engineers, Ulsan, South Korea.
18.
Seong, M. and Moon, S.* (2023). “Time-series Analysis of Consumer Price Index using Text Mining on News Articles.” 2023 Fall Conference of Korean Institute of Industrial Engineers, Ulsan, South Korea.
19.
Hwang, J., Lee, G., Moon, S., and Chi, S.* (2023). “Real-time Particulate Matter Estimation Model for Construction Site Using Spatial Interpolation.” 2023 Conference of Korea Institute of Construction Engineering and Management, Goseong, South Korea.
20.
Park, Y. and Moon, S.* (2023). “Anomaly Detection Model using Noise Data Analysis: Performance Comparison of 1D-CNN+GRU and SFTF+EFFNET Techniques.” Korea Computer Congress 2023, Jeju, South Korea.
21.
Moon, S.* and Kim, J. (2023). “Deep Learning-based Automated Sentence Segmentation for Digitization of Offline Document from Industrial Jobsites.” 2023 Spring Conference of Korean Institute of Industrial Engineers, Jeju, South Korea.
22.
Kim, J., Chung, S., Moon, S., and Chi, S.* (2022). “Feasibility Study of a BERT-based Question Answering Chatbot for Information Retrieval from Construction Specifications.” International Conference on Industrial Engineering and Engineering Management (IEEM), Kuala Lumpur, Malaysia.
23.
Hwang, J., Lee, G., Moon, S., and Chi, S.* (2022). “Real-time Estimation of Construction Site Particulate Matters Using Wind-applied Spatial Interpolation.” 22nd International Conference on Construction Applications of Virtual Reality (CONVR), Seoul, South Korea.
24.
Lee, G., Moon, S., Hwang, J., Chi, S.*, and Rim, D. (2022). “Real-Time Noise Sensing at Construction Sites based on Spatial Interpolation for Effective Reduction Measures.” 29th International Workshop on Intelligent Computing in Engineering (EG-ICE 2022), Aarhus, Denmark.
25.
Choi, H., Moon, S., and Chi, S.* (2021). “Automated Construction Scheduling and Visualization by Digitalized Proper Path Method(DPPM).” 2021 Conference of Korea Institute of Construction Engineering and Management, Gyeongju, South Korea.
26.
Moon, S., Chung, S., Lee, G., and Chi, S.* (2021). “Provision Classification for Automated Construction Specification Review using Bidirectional Encoder Representations from Transformer (BERT).” 2021 Conference of Korea Institute of Construction Engineering and Management, Gyeongju, South Korea.
27.
Lee, G., Moon, S., Won, D., Yoon S., and Chi, S.* (2021). “Real-time Construction Site Noise Mapping System Based on Sensing Data.” 47th KSCE 2021 Civil Expo and Conference, Gwangju, South Korea.
28.
Won, D., Moon, S., Lee, G., Yoon S., and Chi, S.* (2021). “Automated Identification of Earthmoving Ground Surface Information from UAV Images.” 47th KSCE 2021 Civil Expo and Conference, Gwangju, South Korea.
29.
Lee, G., Moon, S., and Chi, S.* (2020). “Reference Identification of Sub-categories in Construction Specifications Using the Deep Structured Semantic Model.” 46th KSCE 2020 Civil Expo and Conference, Jeju, South Korea.
30.
Park, C., Moon, S., Chi, S.*, and Oh, H. (2019). “Risk Assessment of Middle East Road Construction by Analyzing Non-conformance Reports (NCR).” 2019 Conference of Korea Institute of Construction Engineering and Management, Goyang, South Korea.
31.
Lee, H., Oh, H., Moon, S., and Chi, S.* (2019). “Automatic Comparative Analysis of Construction Specifications Using Text-mining Based on Artificial Intelligence.” 2019 Conference on Korean Society of Road Engineers, Busan, South Korea.
32.
Moon, S., Lee, G., Chi, S.*, and Oh, H. (2019). “Automatic Review of Construction Specifications Using Natural Language Processing.” 2019 ASCE International Conference on Computing in Civil Engineering (i3CE 2019), Atlanta, Georgia, U.S.A.
33.
Moon, S., Kim, J., Chi, S.*, Kim, D.Y., and Oh, H. (2018). “Preliminary Study on Development of a Hand-written Text Recognition Framework for Construction Document Digitization.” 2018 International Conference on Industrial Engineering & Engineering Management (IEEM 2018), Bangkok, Thailand.
34.
Lee, G., Moon, S., Oh, H., Shin, Y., and Chi, S.* (2018). “Non-compliance Specification Checking Based on Text-Mining Construction Standard Analysis.” 44th KSCE 2018 Civil Expo and Conference, Gyeongju, South Korea.
35.
Moon, S., Kim, T., Hwang, B.-G., and Chi, S.* (2018). “Analysis of Construction Accidents Based on Semantic Search and Natural Language Processing.” 35th International Symposium on Automation and Robotics in Construction (ISARC 2018), Berlin, Germany.
36.
Moon, S., Kim, D.*, and Chi, S. (2017). “Estimating Stock Price Fluctuation Cycles of Korean Construction Companies Based on Fractal Theory.” 43th KSCE 2017 Civil Expo and Conference, Busan, South Korea.
37.
Moon, S., Kim, D., Chi, S.*, and Jung, M. (2016). “Development of Cycle Estimation Model of Construction Cost Index Using Fractal Analysis.” 33rd CIB W78 Conference 2016, Brisbane, Australia.
38.
Shin, S., Lee, B.*, Shin, Y., You, S., Moon, S., Mok, S., and Chi, S. (2016). “A Support Model for International Construction Market Selection (IMS) Based on the Knowledge and Information.” 42th KSCE 2016 Convention Program, Jeju, South Korea.
39.
Moon, S., Kim, D.*, and Chi, S. (2015). “Feasibility of Using Non-parametric Time-series Method on Risk Analysis in Global Construction Market.” 41th KSCE 2015 Civil Expo and Conference, Gunsan, South Korea.
40.
Moon, S., Kim, D.Y., and Chi, S. (2015). “Preliminary Study on Market Risk Prediction Model for International Construction Using Fractal Analysis.” 6th International Conference on Construction Engineering and Project Management 2015 (ICCEPM 2015), Busan, South Korea.
* Corresponding Author
Intellectual Property Rights | 지식재산권
Patent (Registered) | 특허 등록
1.
Chi, S., Chung, S., and Moon, S. (2022. 4. 6.) “교량점검보고서의 손상 메커니즘 추출 장치 및 방법(Method for Extraction of Bridge Damage Mechanism from Inspection Reports Using Bi-directional Recurrent Neural Network and Active Learning).” (South Korea, Application Number: 10-2022-0042645)
2.
Chi, S., Moon, S., and Lee, G. (2024. 9. 11.) “딥러닝 기반 개체명 인식 기법을 활용한 건설공사 계약사항 키워드 추출 기술(Techniques for Keyword Extraction on Construction Contract Document using Deep Learning-based Named Entity Recognition).” (South Korea, Publication Number: 10-2707314)
3.
Chi, S., Lee, G., and Moon, S. (2024. 8. 22.) “심층 의미 유사성 모델 기반 건설공사 계약서 조항 출처 식별 기술(Automatic Reference Retrieval Software Based on Deep Structured Semantic Model for Construction Contract Review).” (South Korea, Publication Number: 10-2699539)
4.
Choi, H, Chi, S., and Moon, S. (2021. 10. 14.) “건설 공정 네비게이션 제공 방법(Construction Process Navigation Providing Method).” (South Korea, Publication Number: 10-2315373)
Patent (Under Review) | 특허 출원
1.
(Under Review) Lee, S., Moon, S., Seo, Y., and Shin, S. “산업현장 디지털화를 위한 UAV/UGV를 연계한 현장 탐사 경로 최적화(Optimization of Integrated Path for Site Exploration of UAV and UGV for Industrial Site Digitalization).” (Submitted on 2024. 8. 20.)
2.
(Under Review) Seo, Y., Moon, S., and Lee, S. “건설현장 환경센서의 배치 최적화 기술(Optimization Technology for Localization of Environmental Sensors on Construction Sites).” (Submitted on 2024. 8. 18.)
3.
Hong, J., Moon, S., Lee, S., and Park, W. (2024. 6. 25.) “텍스트마이닝 기반의 산업현장 안전사고 관련 규정 자동 매칭 장치 및 방법(Device and Method for Matching Regulatory Related to Safety Accidents in Industrial Site based on Text Mining).” (South Korea, Application Number: 10-2024-0082764)
4.
Chi, S., Moon, S., Lee, G., Won, D., and Hwang, J. (2023. 11. 24.) “건설현장의 환경정보 수집 장치(Device for Collecting Environmental Information at Construction Site).” (South Korea, Application Number: 10-2023-0165639)
5.
Chi, S., Moon, S., and Lee, G. (2022. 5. 17.) “의미기반 텍스트 분석을 이용한 건설공사계약서 자동검토 방법 및 장치(Method and Device for Automatic Review Construction Contract Documents using Semantic Text Analysis).” (South Korea, Application Number: 10-2022-0060293)
Software | 소프트웨어 등록
1.
Kim, J., Moon, S., Lee, S., Hong, J., and Kim, N. (2024. 10. 7.) “현장특성 세분화를 통한 건설현장 안전사고 위험성 분석 고도화 프로그램(Program for advanced accident risk analysis on construction sites by characteristic partitioning).” (South Korea, Registration Number: C-2024-035387)
2.
Hong, J., Moon, S., Lee, S., and Kim, N. (2024. 10. 7.) “건설현장 안전사고 관련 규정/법령의 자동 매칭 프로그램(Automated matching program for regulations/laws related to construction site safety accidents).” (South Korea, Registration Number: C-2024-035386)
3.
Lee, S., Moon, S., Hong, J., Lee, G., and Park, W. (2024. 2. 8.) “건설공사 안전사고 예측모델의 자동구축 프로그램(Program on Automated Development of Construction Safety Accident Prediction Model).” (South Korea, Registration Number: C-2024-005752)
4.
Moon, S., Seo, Y., and Seong, H. (2023. 12. 14.) “건설현장 센서 배치 최적화 알고리즘(Program for Sensor Deployment Optimization in Construction Site).” (South Korea, Registration Number: C-2023-060178)
5.
Chi, S., Jang, S., Moon, S., Won, D., Lee, G., and Hwang, J. (2022.09.05.) “딥러닝 기반 건설 현장 소음 분류 프로그램(Deep Learning-based Construction Site Noise Classification Program).” (South Korea, Registration Number: C-2022-035160)
6.
Chi, S., Lim, S., Moon, S., Won, D., Lee, G., and Hwang, J. (2022. 3. 21.) “건설현장 환경정보 3차원 맵핑 소프트웨어(3D Mapping Software for Environmental Information on Construction Site).” (South Korea, Registration Number: C-2022-013870)
7.
Chi, S., Moon, S., and Lee, G. (2022. 3. 21.) “딥러닝 기반 건설공사 계약서 자동 검토 프로그램(Deep Learning-based Construction Contract Review Program).” (South Korea, Registration Number: C-2022-013869)
8.
Chi, S., Moon, S., and Lee, G. (2021. 4. 28.) “건설공사 계약서 자동 검토를 위한 키워드 인식 프로그램(Requirement Keyword Detection Program for Automated Review of Construction Specification).” (South Korea, Registration Number: C-2021-018339)
9.
Chi, S., Lee, G., and Moon, S. (2021. 4. 27.) “심층 의미 유사성 모델 기반 건설공사 계약서 조항의 자동 출처 검색 소프트웨어(Automatic Reference Retrieval Software Based on Deep Structured Semantic Model for Construction Contract Review).” (South Korea, Registration Number: C-2021-018235)
10.
Chi, S., Kim, T., and Moon, S. (2018. 5. 15.) “의미기반 건설 안전사고 위험요소 검색 시스템(Semantic Search System for Risk Factor of Construction Accident).” (South Korea, Registration Number: C-2018-012345)
11.
Shin, S., Lee, H., Koh, H., Lee, B., Chi, S., Cho, J., Lee, S., Lee, B., You, S., Moon, S., and Mok, S. (2017. 1. 15.) “글로벌 건설시장 정보 인프라(Information Infrastructure of Global Construction Markets).” (South Korea, Registration Number: C-2017-001737)