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Journal Articles | 논문

Refereed Journal Articles (International) | 국제학술지 논문

(Accepted) Hwang, J., Lee, G., Moon, S., and Chi, S.* (2026). “Real-time Estimation Models of Particulate Matter at Construction Sites for Environmental Monitoring.” Journal of Management in Engineering. [Q1, SCIE, 2024 IF 7.0 | JCR 6.8%] (Accepted on 2026. 4. 10.)

(Under Review) Jeong, H., Lee, S., Kim, J., Hwang, J., and Moon, S.* (2026). “Optimization of CCTV Location in Construction Sites for Efficient Visual Data Acquisition.” Automation in Construction. [Q1, SCIE, 2024 IF 11.5] (Submitted on 2026. 4. 8.)

(Under Review) Appavu, K., Karuppanasamy, K., Hong, J., Lee, S.C., Kim, Y.W., and Moon, S.* (2026). “Thermal Vision-based Victim Detection and Rescue Prioritization in Collapsed Buildings Using Posture and Temperature Information.” Knowledge-Based Systems. [Q1, SCIE, 2024 IF 7.6] (Submitted on 2026. 3. 31.)

(Under Review) Seo, Y., Lee, S., Shin, Y., and Moon, S.* (2026). “Optimization of Sensor Locations on Construction Sites for Digital Twin-based Environmental Information Management.” Automation in Construction. [Q1, SCIE, 2024 IF 11.5] (Submitted on 2026. 3. 9.)

(Under Review) Chang, T., Lee, G., Yoon, S., Chi, S., and Moon, S.* (2026). “A Multi-stage Cost Estimation Framework for Transparent and Granular Bridge Maintenance.” Journal of Infrastructure Systems. [Q2, SCIE, 2024 IF 2.2] (Submitted on 2026. 2. 14.)

(Under Review) Karuppanasamy, K., Appavu, K., Han, J., Lee, S.C., Kim, Y.W., and Moon, S.* (2026). "AI-Based Social Media Analytics for Disaster Resilience: A Unified Framework for Reliable Information Extraction.” KSCE Journal of Civil Engineering. [Q3, SCIE, 2024 IF 2.0] (Submitted on 2025. 10. 24.)

Wang, S., Moon, S., Fu, Y., and Kim, J.* (2025). “Construction regulatory document digitalization with layout knowledge-informed object detection and semantic text recognition.” Advanced Engineering Informatics, 65, 103278. DOI: 10.1016/j.aei.2025.103278 [Q1, SCIE, 2024 IF 9.9]

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, SCIE, 2024 IF 9.9]

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, SCIE, 2024 IF 11.5]

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, SCIE, 2024 IF 3.9]

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, SCIE, 2024 IF 7.0 | JCR 6.8%]

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, SCIE, 2024 IF 11.5]

10.

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, SCIE, 2024 IF 9.9]

11.

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, SCIE, 2024 IF 2.0]

12.

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, SCIE, 2024 IF 11.5]

13.

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, SCIE, 2024 IF 5.1]

14.

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 [Q2, SCIE, 2024 IF 2.1]

15.

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, SCIE, 2024 IF 2.0]

16.

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, SCIE, 2024 IF 7.0 | JCR 6.8%]

17.

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, SCIE, 2024 IF 7.0 | JCR 6.8%]

* Corresponding Author

Refereed Journal Articles (Domestic) | 국내학술지 논문

Kim, G.E., Moon, S., Kim, Y.W., and Jeon, J.H. (2025). “해양무인체계 기술 융합 동향 분석:특허 데이터를 활용하여(Analysis of Convergence Trends in Unmanned Maritime Systems Technologies: Utilizing Patent Data).” 한국군사과학기술학회지(Journal of the Korea Institute of Military Science and Technology), 28(6), 1-31. [KCI]

Hong, J., Sim, H., Ahn, S., and Moon, S.* (2025). “자연어처리 기반 건설현장 산업재해 관련 법령 자동탐색 연구(NLP-based Automated Regulation Search on Safety Accidents in Construction Sites).” 한국안전학회지(Journal of Korean Society of Safety), 40(4), 40-53. DOI: 10.14346/JKOSOS.2025.40.4.40 [KCI]

Lee, S., Shin, Y., Hong, J., and Moon, S.* (2025). “건설현장 디지털전환을 위한 UGV 데이터 수집 경로 최적화(Path Optimization of UGV Data Collection in Construction Site for Digital Transformation).” 대한산업공학회지(Journal of the Korean Institute of Industrial Engineers), 51(3), 242-251. DOI: 10.7232/JKIIE.2025.51.3.242 [KCI]

Shin, S., Lee, S., Seo, Y., and Moon, S.* (2025). “복셀화 포인트클라우드를 활용한 건설현장 디지털 맵의 효율적인 정합 방법(Efficient Method on Integration of Construction Site Digital Maps Using Voxelized Pointclouds).” 한국건설관리학회 논문집(Korean Journal of Construction Engineering and Management), 26(3), 75-86. DOI: 10.6106/KJCEM.2025.26.3.075 [KCI]

Park, Y., Yu, S., Kim, J., and Moon, S.* (2025). “건설산업 텍스트마이닝을 위한 도메인 특화 시소러스 자동 구축(Automated Development of Domain-specific Thesaurus for Text Mining in the Construction Industry).” Journal of Construction Automation and Robotics, 4(1), 1-8. DOI: 10.55785/JCAR.4.1.1

Sim, H., Hong, J., and Moon, S.* (2024). “건설현장 안전점검 자동화를 위한 BIM 기반 안전시설물 배치 적정성 평가(BIM-Based Adequacy Evaluation of Safety Facility Placement for Automated Safety Inspections in Construction Sites).” 한국건설자동화·로보틱스학회 논문집(Jogurnal of Construction Automation and Robotics), 3(4), 14-20. DOI: doi.org/10.55785/JCAR.3.4.14

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 [KCI]

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).” 대한토목학회 국문논문집(KSCE Journal of Civil and Environmental Engineering Research), 44(1), 85-93. DOI: 10.12652/Ksce.2024.44.1.0085 [KCI]

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).” 한국건설관리학회 논문집(Korean Journal of Construction Engineering and Management), 23(4), 65-77. DOI: 10.6106/KJCEM.2022.23.4.065 [KCI]

10.

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).” 대한토목학회 국문논문집(KSCE Journal of Civil and Environmental Engineering Research), 38(4), 621-625. DOI: 10.12652/Ksce.2018.38.4.0621 [KCI]

11.

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).” 대한토목학회 국문논문집(KSCE Journal of Civil and Environmental Engineering Research), 38(4), 595-599. DOI: 10.12652/Ksce.2018.38.4.0595 [KCI]

* Corresponding Author

International Conference Proceedings | 국제 학술대회 발표

Hong, J., Yu, S., Kim, J., Park, J., and Moon, S.* (2025). “Table Structure-Aware Learning for Handwritten OCR Correction in Noisy Industrial Documents.” International Conference on Industrial Engineering and Engineering Management (IEEM), Melbourne, Australia.

Lee, S., Hong, J., and Moon, S.* (2025). “Optimized Path Planning for Cooperative Data Collection of Uav and Ugv on Construction Sites.” International Conference on Industrial Engineering and Engineering Management (IEEM), Melbourne, Australia.

Hong, J., Yu, S., Kim, J., Park, J., and Moon, S.* (2025). “Computer Vision-based Handwritten Text-area Detection for Industrial Document Digitization.” International Conference on Industrial Engineering and Engineering Management (IEEM), Melbourne, Australia.

Sim, H., Chang, T., Jeong, J., and Moon, S.* (2025). “Performance and Key Variable Analysis of Construction Accident Prediction Model Incorporating Periodic Features.” The 11th International Conference on Construction Engineering and Project Management (ICCEPM2025), Jeju, South Korea.

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.

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.

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.

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.

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.

10.

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.” International Conference on Industrial Engineering and Engineering Management (IEEM), Bangkok, Thailand.

11.

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.

12.

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.

13.

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

Domestic Conference Proceedings | 국내 학술대회 발표

(Under Review) 김지우, 황진원, 정현수, 이석희, 이태윤, 문성현* (2026). “지형정보 기반 작업구역 중요도에 따른 산업현장 3D 디지털 맵의 해상도 최적화(Optimization of Resolution of 3D Digital Maps in industrial Sties Based on Work Area Importance Derived from Terraun Information).” 대한산업공학회, 경주, 대한민국. (Submitted on 2026. 4. 19.)

(Under Review) 황진원, 이석희, 김지우, 정민서, 문성현* (2026). “산업현장 디지털 맵 품질을 고려한 다중 UGV 협력 경로 계획(Cooperative Path Planning for Multiple UGVs Considering Data Acquisition in Industrial Sites).” 대한산업공학회, 경주, 대한민국. (Submitted on 2026. 4. 19.)

Hong, J., Han, J., Park, J., Lee, H., Park, S., and Moon, S.* (2026). “Comparing Human Document Exploration Patterns and Multimodal Attention for the Digitization of Mining Field Documents.“ 2026 Conference of Korean Society of Mineral and Energy Resources Engineers, Gyeongju, South Korea.

Han, J., Hong, J., Park, J., Lee, H., Park, S., and Moon, S.* (2026). “ VLM(Vision-Language Model)-based Optical Character Recognition Error Detection Considering Visual Noise of Mining Site Documents.“ 2026 Conference of Korean Society of Mineral and Energy Resources Engineers, Gyeongju, South Korea.

Jung, C., Han, J., Hong, J., Lee, S., and Moon, S.* (2025). “Automatic Matching of Quality Assurance Plans (QAP) with International Standards in Aerospace Manufacturing Using S-BERT and FAISS.” 2025 Fall Conference of Korean Institute of Industrial Engineers, Daejeon, South Korea.

Han, J., Hong, J., Jung, W., and Moon, S.* (2025). “Topic Modeling-based Comparative Study of Exporter vs. Importer Perspectives on Nuclear Power Plant Contract Drivers.” 2025 Fall Conference of Korean Institute of Industrial Engineers, Daejeon, South Korea.

Lee, S., Hong, J., Han, J., Jung, C., and Moon, S.* (2025). “Hand-written Document Digitization via Recognizing Strikethrough and Correction in Aerospace Manufacturing Domain.” 2025 Fall Conference of Korean Institute of Industrial Engineers, Daejeon, South Korea.

Jeong, H., Lee, S., Kim, J., and Moon, S.* (2025). “Optimization of CCTV Camera Placement for Construction Site Monitoring.” 2025 Fall Conference of Korean Institute of Industrial Engineers, Daejeon, South Korea.

Shin, J., Chi, S.*, Kim, A., Kim, T., Moon, S., Lee, S., and Jung, Y. (2025). “Development of a digital twin platform applicable to all sites for smart construction and automation.” 2025 Summer Conference on Korean Institute of Communications and Information Sciences, Jeju, South Korea.

10.

Karuppanasamy, K., Han, J., Appavu, K., and Moon, S.* (2025). “LLM-based Automated SNS Refinement for Indirect Estimation of Disaster Situation.” 2025 Spring Conference of Korean Institute of Industrial Engineers, Jeju, South Korea.

11.

Appavu, K., Hong, J., Karuppanasamy, K., and Moon, S.* (2025). “Victim Rescue Prioritization in Collapsed Buildings using Thermal Image Analysis via Computer Vision.” 2025 Spring Conference of Korean Institute of Industrial Engineers, Jeju, South Korea.

12.

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.

13.

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.

14.

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.

15.

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, Jeongseon, South Korea.

16.

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, Jeongseon, South Korea.

17.

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.

18.

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.

19.

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.

20.

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.

21.

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.

22.

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.

23.

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.

24.

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.

25.

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.

26.

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.

27.

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.

28.

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.

29.

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.

30.

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.

31.

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.

32.

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.

33.

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.

34.

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.

35.

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.

36.

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.

37.

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.

38.

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.

39.

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.

40.

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.

41.

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.

42.

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.

* Corresponding Author

Intellectual Property Rights | 지식재산권

Patent (Registered) | 특허 등록

지석호, 문성현, 이기택, 원대연, 황재현 (2025. 1. 21.) “건설현장의 환경정보 수집 장치.” (South Korea, Publication Number: 10-2757240)

지석호, 정세환, 문성현 (2024. 9. 30.) “교량점검보고서의 손상 메커니즘 추출 장치 및 방법.” (South Korea, Publication Number: 10-2713582)

지석호, 문성현, 이기택 (2024. 9. 11.) “딥러닝 기반 개체명 인식 기법을 활용한 건설공사 계약사항 키워드 추출 기술.” (South Korea, Publication Number: 10-2707314) [기술이전 2026. 3. 19.]

지석호, 이기택, 문성현 (2024. 8. 22.) “심층 의미 유사성 모델 기반 건설공사 계약서 조항 출처 식별 기술.” (South Korea, Publication Number: 10-2699539)

최흥순, 지석호, 문성현 (2021. 10. 14.) “건설 공정 네비게이션 제공 방법.” (South Korea, Publication Number: 10-2315373)

Patent (Under Review) | 특허 출원

(Under Review) 홍정화, 문성현, 한지우, 박준혁, 이희욱, 박세범 “산업현장 수기문서의 서식 정보를 활용한 OCR 오류 교정 기술.” (Submitted on 2026. 4. 18.)

(Under Review) 홍정화, 문성현, 유상열, 박준혁, 허준영, 조성준 “산업현장 문서 디지털화를 위한 텍스트 범위인식 기술.” (Submitted on 2026. 4. 18.)

(Under Review) 이석희, 문성현, 김지우, 황진원, 이태윤, 정민서 “디지털 맵 품질 비교를 통한 이동형 데이터 수집 장비의 산업현장 탐사 취약구역 검출 방법 및 시스템.” (Submitted on 2026. 3. 24.)

(Under Review) 한지우, 문성현, 홍정화, 박준혁, 이희욱, 박세범 “광산현장 문서 레이아웃 및 도메인 지식을 결합한 멀티모달 손글씨 인식 기술.” (Submitted on 2026. 2. 14.)

(Under Review) 정현수, 문성현, 이석희, 김지우 “건설현장 모니터링을 위한 CCTV 카메라의 최적 설치위치 탐색 방법.” (Submitted on 2025. 10. 14.)

키루티카, 문성현, 홍정화, 카루파나사미 (2026. 1. 20.) “열화상 이미지 기반의 피해자 감지 시스템 및 방법.” (South Korea, Publication Number: 10-2026-0010542)

카루파나사미, 문성현, 한지우, 홍정화, 키루티카 (2025. 10. 1.) “SNS 기반 재난재해 관련 정보 필터링 장치 및 방법.” (South Korea, Publication Number: 10-2025-0143295)

서유탁, 문성현, 이석희 (2025. 8. 13.) “건설현장 환경센서의 배치 최적화 장치 및 방법.” (South Korea, Publication Number: 10-2025-0111959)

문성현, 이석희, 서유탁, 신승원 (2025. 2. 11.) “산업현장의 탐사경로 최적화 장치 및 방법.” (South Korea, Publication Number: 10-2025-0017047)

10.

홍정화, 문성현, 이석희, 박우성 (2024. 6. 25.) “텍스트마이닝 기반의 산업현장 안전사고 관련 규정 자동 매칭 장치 및 방법.” (South Korea, Publication Number: 10-2024-0082764) [기술이전 2025. 12. 17.]

Software | 소프트웨어 등록

한지우, 문성현, 홍정화, 카루파나사미 (2025. 9. 24.) “글로벌 원전수주 뉴스기사 분석 자동화 프로그램.” (South Korea, Registration Number: C-2025-038649)

이석희, 문성현, 정현수, 김지우 (2025. 9. 11.) “산업현장 3D 포인트클라우드의 사실적 표현을 위한 색상 매칭 프로그램.” (South Korea, Registration Number: C-2025-035569)

이석희, 문성현, 서유탁 (2025. 4. 16.) “이동형 데이터 수집 장비의 건설현장 탐사경로 최적화 프로그램.” (South Korea, Registration Number: C-2025-014281)

유상열, 문성현, 홍정화, 박준혁, 허준영, 조성준 (2025. 4. 16.) “산업현장 수기작성 문서의 텍스트 범위인식 프로그램.” (South Korea, Registration Number: C-2025-014280)

신승원, 문성현, 이석희, 서유탁 (2025. 4. 16.) “복셀화 기반 3D 점군 데이터 정합 프로그램.” (South Korea, Registration Number: C-2025-014279)

서유탁, 문성현, 이석희 (2025. 4. 16.) “센서 탐지범위 최대화를 위한 건설현장 최외곽지점 도출 프로그램.” (South Korea, Registration Number: C-2025-014278)

김준석, 문성현, 이석희, 홍정화, 김남일 (2024. 10. 7.) “현장특성 세분화를 통한 건설현장 안전사고 위험성 분석 고도화 프로그램.” (South Korea, Registration Number: C-2024-035387)

홍정화, 문성현, 이석희, 김남일 (2024. 10. 7.) “건설현장 안전사고 관련 규정/법령의 자동 매칭 프로그램.” (South Korea, Registration Number: C-2024-035386)

이석희, 문성현, 홍정화, 이기택, 박우성, 심형택 (2024. 2. 8.) “건설공사 안전사고 예측모델의 자동구축 프로그램.” (South Korea, Registration Number: C-2024-005752)

10.

문성현, 서유탁, 성해준 (2023. 12. 14.) “건설현장 센서 배치 최적화 알고리즘.” (South Korea, Registration Number: C-2023-060178)

11.

지석호, 장성주, 문성현, 원대연, 이기택, 황재현 (2022.09.05.) “딥러닝 기반 건설 현장 소음 분류 프로그램.” (South Korea, Registration Number: C-2022-035160)

12.

지석호, 임승모, 문성현, 원대연, 이기택, 황재현 (2022. 3. 21.) “건설현장 환경정보 3차원 맵핑 소프트웨어.” (South Korea, Registration Number: C-2022-013870)

13.

지석호, 문성현, 이기택 (2022. 3. 21.) “딥러닝 기반 건설공사 계약서 자동 검토 프로그램.” (South Korea, Registration Number: C-2022-013869)

14.

지석호, 문성현 이기택 (2021. 4. 28.) “건설공사 계약서 자동 검토를 위한 키워드 인식 프로그램.” (South Korea, Registration Number: C-2021-018339)

15.

지석호, 이기택, 문성현 (2021. 4. 27.) “심층 의미 유사성 모델 기반 건설공사 계약서 조항의 자동 출처 검색 소프트웨어.” (South Korea, Registration Number: C-2021-018235)

16.

지석호, 김택형, 문성현 (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)

17.

이현수, 이복남, 지석호, 고현무, 조재열, 신승우, 이슬기, 이보경, 유시라, 문성현, 목선수 (2017. 1. 15.) “글로벌 건설시장 정보 인프라.” (South Korea, Registration Number: C-2017-001737)