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Journal Articles | ๋…ผ๋ฌธ

Refereed Journal Articles (International) | ๊ตญ์ œํ•™์ˆ ์ง€ ๋…ผ๋ฌธ

1.
(Under Review) Chang, T., Lee, G., Yoon, S., Chi, S., and Moon, S.* (2025). โ€œImplementation of Damage Size-informed Repair Cost Estimation Using XGBoost for Bridge Management.โ€ Structure and Infrastructure Engineering. [Q2, SCIE, 2024 IF 2.6] (Submitted on 2025. 8. 4.)
2.
Wang, S., Moon, S., Fu, Y., and Kim, J.* (2025). โ€œConstruction regulatory document digitalization with layout knowledge-informed object detection and semantic text recognition.โ€ Advanced Engineering Informatics, 65, 103278. DOI: 10.1016/j.aei.2025.103278 [Q1, SCIE, 2023 IF 8.0]
3.
Lee, G.,ย Moon, S., Hwang, J., and Chi, S.* (2023). โ€œDevelopment of a Real-Time Noise Estimation Model for Construction Sites.โ€ย Advanced Engineering Informatics, 58, 102133. DOI: 10.1016/j.aei.2023.102133 [Q1, SCIE, 2023 IF 8.0]
4.
Chung, S.,ย Moon, S., Kim, J., Kim, J., Lim, S., and Chi, S.* (2023). โ€œComparing Natural Language Processing (NLP) Applications in Construction and Computer Science Using Preferred Reporting Items for Systematic Reviews (PRISMA).โ€ย Automation in Construction, 154, 105020. DOI: 10.1016/j.autcon.2023.105020 [Q1, SCIE, 2023 IF 9.6]
5.
Lee, G.,ย Moon, S., and Chi, S.* (2023). โ€œReference Section Identification of Construction Specifications by a Deep Structured Semantic Model.โ€ย Engineering, Construction and Architectural Management, 30(9), 4358-4386. DOI: 10.1108/ECAM-10-2021-0920 [Q1, SCIE, 2023 IF 3.6]
6.
Lee, G.,ย Moon, S., and Chi, S.* (2022). โ€œReal-Time Construction Site Noise Mapping System Based on Spatial Interpolation.โ€ย Journal of Management in Engineering, 39(2), 04022079. DOI: 10.1061/JMENEA.MEENG-5089 [Q1, SCIE, 2023 IF 5.3]
7.
Moon, S., Chi, S.*, and Im, S.-B. (2022). โ€œAutomated Detection of Contractual Risk Clauses from Construction Specifications using BERT.โ€ย Automation in Construction, 142, 104465. DOI: 10.1016/j.autcon.2022.104465 [Q1, SCIE, 2023 IF 9.6]
8.
Moon, S., Lee, G., and Chi, S.* (2022). โ€œAutomated System for Construction Specification Review Using Natural Language Processing.โ€ย Advanced Engineering Informatics, 51, 101495. DOI: 10.1016/j.aei.2021.101495 [Q1, SCIE, 2023 IF 8.0]
9.
Chi, S.,ย Moon, S., and Kim, D.Y.* (2021). โ€œInternal Communication Effectiveness Model for Construction Companies: A Case Study of the Korean Construction Industry.โ€ย KSCE Journal of Civil Engineering, 25(12), 4520-4534. DOI: 10.1007/s12205-021-0483-1 [Q3, SCIE, 2023 IF 1.9]
10.
Moon, S., Lee, G., and Chi, S.* (2021). โ€œSemantic Text-pairing for Relevant Provision Identification in Construction Specification Reviews.โ€ย Automation in Construction, 128, 103780. DOI: 10.1016/j.autcon.2021.103780 [Q1, SCIE, 2023 IF 9.6]
11.
Moon, S., Lee, G., Chi, S.*, and Oh, H. (2021). โ€œAutomated Construction Specification Review with Named Entity Recognition Using Natural Language Processing.โ€ย Journal of Construction Engineering and Management, 147(1), 04020147. DOI: 10.1061/(asce)co.1943-7862.0001953 [Q1, SCIE, 2023 IF 4.1]
12.
Moon, S., Chung, S., and Chi, S.* (2020). โ€œBridge Damage Recognition from Inspection Reports Using NER Based on Recurrent Neural Network with Active Learning.โ€ย Journal of Performance of Constructed Facilities, 34(6), 04020119. DOI: 10.1061/(ASCE)CF.1943-5509.0001530 [Q3, SCIE, 2023 IF 2.3]
13.
Moon, S., Shin, Y., Hwang, B.G., and Chi, S.* (2018). โ€œDocument Management System Using Text Mining for Information Acquisition of International Construction.โ€ย KSCE Journal of Civil Engineering, 22(12), 4791-4798. DOI: 10.1007/s12205-018-1528-y [Q3, SCIE, 2023 IF 1.9]
14.
Moon, S., Chi, S., and Kim, D.Y.* (2018). โ€œPredicting Construction Cost Index Using the Autoregressive Fractional Integrated Moving Average (ARFIMA) Model.โ€ย Journal of Management in Engineering, 34(2), 04017063. DOI: 10.1061/(asce)me.1943-5479.0000571 [Q1, SCIE, 2023 IF 5.3]
15.
Zhang, H., Chi, S.*, Yang, J., Nepal, M., andย Moon, S.ย (2017). โ€œDevelopment of a Safety Inspection Framework on Construction Sites Using Mobile Computing.โ€ย Journal of Management in Engineering, 33(3), 04016048. DOI: 10.1061/(ASCE)ME.1943-5479.0000495 [Q1, SCIE, 2023 IF 5.3]
* Corresponding Author

Refereed Journal Articles (Domestic) | ๊ตญ๋‚ดํ•™์ˆ ์ง€ ๋…ผ๋ฌธ

1.
(Accepted) Hong, S., Sim, H., Ahn, S., and Moon, S.* (2025). โ€œ์ž์—ฐ์–ด์ฒ˜๋ฆฌ ๊ธฐ๋ฐ˜ ๊ฑด์„คํ˜„์žฅ ์‚ฐ์—…์žฌํ•ด ๊ด€๋ จ ๋ฒ•๋ น ์ž๋™ํƒ์ƒ‰ ์—ฐ๊ตฌ(NLP-based Automated Regulation Search on Safety Accidents in Construction Sites).โ€ ํ•œ๊ตญ์•ˆ์ „ํ•™ํšŒ์ง€(Journal of Korean Society of Safety). [KCI] (Accepted on 2025. 7. 10.)
2.
Lee, S., Shin, Y., Hong, J., and Moon, S.* (2025). โ€œ๊ฑด์„คํ˜„์žฅ ๋””์ง€ํ„ธ์ „ํ™˜์„ ์œ„ํ•œ UGV ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ ๊ฒฝ๋กœ ์ตœ์ ํ™”(Path Optimization of UGV Data Collection in Construction Site for Digital Transformation).โ€ ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ์ง€(Journal of the Korean Institute of Industrial Engineers), 51(3), 242-251. DOI: 10.7232/JKIIE.2025.51.3.242 [KCI]
3.
Shin, S., Lee, S., Seo, Y., and Moon, S.* (2025). โ€œ๋ณต์…€ํ™” ํฌ์ธํŠธํด๋ผ์šฐ๋“œ๋ฅผ ํ™œ์šฉํ•œ ๊ฑด์„คํ˜„์žฅ ๋””์ง€ํ„ธ ๋งต์˜ ํšจ์œจ์ ์ธ ์ •ํ•ฉ ๋ฐฉ๋ฒ•(Efficient Method on Integration of Construction Site Digital Maps Using Voxelized Pointclouds).โ€ ํ•œ๊ตญ๊ฑด์„ค๊ด€๋ฆฌํ•™ํšŒ ๋…ผ๋ฌธ์ง‘(Korean Journal of Construction Engineering and Management), 26(3), 75-86. DOI: 10.6106/KJCEM.2025.26.3.075 [KCI]
4.
Park, Y., Yu, S., Kim, J., and Moon, S.* (2025). โ€œ๊ฑด์„ค์‚ฐ์—… ํ…์ŠคํŠธ๋งˆ์ด๋‹์„ ์œ„ํ•œ ๋„๋ฉ”์ธ ํŠนํ™” ์‹œ์†Œ๋Ÿฌ์Šค ์ž๋™ ๊ตฌ์ถ•(Automated Development of Domain-specific Thesaurus for Text Mining in the Construction Industry).โ€ Journal of Construction Automation and Robotics, 4(1), 1-8. DOI: 10.55785/JCAR.4.1.1
5.
Sim, H., Hong, J., and Moon, S.* (2024). โ€œ๊ฑด์„คํ˜„์žฅ ์•ˆ์ „์ ๊ฒ€ ์ž๋™ํ™”๋ฅผ ์œ„ํ•œ BIM ๊ธฐ๋ฐ˜ ์•ˆ์ „์‹œ์„ค๋ฌผ ๋ฐฐ์น˜ ์ ์ •์„ฑ ํ‰๊ฐ€(BIM-Based Adequacy Evaluation of Safety Facility Placement for Automated Safety Inspections in Construction Sites).โ€ ํ•œ๊ตญ๊ฑด์„ค์ž๋™ํ™”ยท๋กœ๋ณดํ‹ฑ์Šคํ•™ํšŒ ๋…ผ๋ฌธ์ง‘(Journal of Construction Automation and Robotics), 3(4), 14-20. DOI: doi.org/10.55785/JCAR.3.4.14
6.
Youn, C., Lee, S., Moon, S., and Jeon, J.* (2024). โ€œํŠนํ—ˆ ๋ฐ์ดํ„ฐ๋ฅผ ํ™œ์šฉํ•œ ๊ตญ๋‚ด ์šฐ์ฃผ๋ถ„์•ผ ๊ธฐ์ˆ  ๋™ํ–ฅ ๋ถ„์„: ํ† ํ”ฝ ๋ชจ๋ธ๋ง๊ณผ ๋„คํŠธ์›Œํฌ ๋ถ„์„๊ธฐ๋ฒ•์„ ์ค‘์‹ฌ์œผ๋กœ(Analysis of Research Trends Related to Space Industry Based on Patent Data: Using Topic Modeling and Network Analysis).โ€ ์‚ฐ์—…ํ˜์‹ ์—ฐ๊ตฌ, 40(1), 86-103. DOI: 10.22793/indinn.2024.40.1.008 [KCI]
7.
Moon, S.*, Lee, G., Hwang, J., Chi, S., and Won, D. (2024). โ€œ๊ฑด์„คํ˜„์žฅ ํ™˜๊ฒฝ์ •๋ณด ์ˆ˜์ง‘์„ ์œ„ํ•œ ํ†ตํ•ฉ ์„ผ์‹ฑ๋ชจ๋“ˆ ๊ฐœ๋ฐœ(Integrated Sensing Module for Environmental Information Acquisition on Construction Site).โ€ย ๋Œ€ํ•œํ† ๋ชฉํ•™ํšŒ ๊ตญ๋ฌธ๋…ผ๋ฌธ์ง‘(KSCE Journal of Civil and Environmental Engineering Research), 44(1), 85-93. DOI: 10.12652/Ksce.2024.44.1.0085 [KCI]
8.
Choi, H.,ย Moon, S., and Chi, S.* (2022). โ€œ๊ฑด์„ค ๊ณต์ •๊ณ„ํš ์ž๋™ํ™”์™€ ์‹œ๊ฐํ™”๋ฅผ ์œ„ํ•œ ๊ฐ€์‚ฐ ๊ทธ๋ฆฌ๋“œ ๊ณต์ •๊ณ„ํš ๊ธฐ๋ฒ•(CSM)๊ณผ CSM๊ธฐ๋ฐ˜ ์†Œํ”„ํŠธ๋กœ์ง ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๊ฐœ๋ฐœ ์—ฐ๊ตฌ(Countable-grid Scheduling Method (CSM) and CSM-based Soft-logic Algorithm Development for Automated Construction Scheduling and Visualization).โ€ย ํ•œ๊ตญ๊ฑด์„ค๊ด€๋ฆฌํ•™ํšŒ ๋…ผ๋ฌธ์ง‘(Korean Journal of Construction Engineering and Management), 23(4), 65-77. DOI: 10.6106/KJCEM.2022.23.4.065 [KCI]
9.
Chung, S.,ย Moon, S., and Chi, S.* (2018). โ€œ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ฐ˜ ๊ต๋Ÿ‰ ์ ๊ฒ€๋ณด๊ณ ์„œ์˜ ์†์ƒ ์ธ์ž ์ธ์‹(Bridge Damage Factor Recognition from Inspection Reports Using Deep Learning).โ€ย ๋Œ€ํ•œํ† ๋ชฉํ•™ํšŒ ๊ตญ๋ฌธ๋…ผ๋ฌธ์ง‘(KSCE Journal of Civil and Environmental Engineering Research), 38(4), 621-625. DOI: 10.12652/Ksce.2018.38.4.0621 [KCI]
10.
Moon, S., Chung, S., and Chi, S.* (2018). โ€œLatent Dirichlet Allocation ๊ธฐ๋ฒ•์„ ํ™œ์šฉํ•œ ํ•ด์™ธ๊ฑด์„ค์‹œ์žฅ ๋‰ด์Šค๊ธฐ์‚ฌ์˜ ํ† ํ”ฝ ๋ชจ๋ธ๋ง(Topic Modeling of News Article about International Construction Market Using Latent Dirichlet Allocation).โ€ย ๋Œ€ํ•œํ† ๋ชฉํ•™ํšŒ ๊ตญ๋ฌธ๋…ผ๋ฌธ์ง‘(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 | ๊ตญ์ œ ํ•™์ˆ ๋Œ€ํšŒ ๋ฐœํ‘œ

1.
(Accepted) Hong, J., Yu, S., Kim, J., Park, J., and Moon, S.* (2025). โ€œTable Structure-Aware Learning for Handwritten OCR Correction in Noisy Industrial Documents.โ€ International Conference on Industrial Engineering and Engineering Management (IEEM), Melbourne, Australia. (Submitted on 2025. 8. 1.)
2.
(Accepted) Lee, S., Hong, J., and Moon, S.* (2025). โ€œOptimized Path Planning for Cooperative Data Collection of Uav and Ugv on Construction Sites.โ€ International Conference on Industrial Engineering and Engineering Management (IEEM), Melbourne, Australia. (Submitted on 2025. 8. 1.)
3.
(Accepted) Yu, S., Hong, J., Kim, J., Park, J., and Moon, S.* (2025). โ€œComputer Vision-based Handwritten Text-area Detection for Industrial Document Digitization.โ€ International Conference on Industrial Engineering and Engineering Management (IEEM), Melbourne, Australia. (Submitted on 2025. 8. 1.)
4.
(Accepted) Sim, H., Chang, T., and Moon, S.* (2025). โ€œPerformance and Key Variable Analysis of Construction Accident Prediction Model Incorporating Periodic Features.โ€ The 11th International Conference on Construction Engineering and Project Management (ICCEPM2025), Jeju, South Korea. (Submitted on 2025. 7. 31.)
5.
Park, Y.,ย Moon, S.*, Kim, J., and Chi, S. (2024). โ€œApplication of Domain-specific Thesaurus to Construction Documents based on Flow Margin of Semantic Similarity.โ€ย The 10th International Conference on Construction Engineering and Project Management (ICCEPM2024), Sapporo, Japan.
6.
Kim, J., Chung, S.,ย Moon, S., and Chi, S.* (2022). โ€œFeasibility Study of a BERT-based Question Answering Chatbot for Information Retrieval from Construction Specifications.โ€ย International Conference on Industrial Engineering and Engineering Management (IEEM), Kuala Lumpur, Malaysia.
7.
Lee, G.,ย Moon, S., Hwang, J., Chi, S.*, and Rim, D. (2022). โ€œReal-Time Noise Sensing at Construction Sites based on Spatial Interpolation for Effective Reduction Measures.โ€ย 29th International Workshop on Intelligent Computing in Engineering (EG-ICE 2022), Aarhus, Denmark.
8.
Hwang, J., Lee, G.,ย Moon, S., and Chi, S.* (2022). โ€œReal-time Estimation of Construction Site Particulate Matters Using Wind-applied Spatial Interpolation.โ€ 22nd International Conference on Construction Applications of Virtual Reality (CONVR), Seoul, South Korea.
9.
Moon, S., Lee, G., Chi, S.*, and Oh, H. (2019). โ€œAutomatic Review of Construction Specifications Using Natural Language Processing.โ€ย 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). โ€œPreliminary Study on Development of a Hand-written Text Recognition Framework for Construction Document Digitization.โ€ย 2018 International Conference on Industrial Engineering & Engineering Management (IEEM 2018), Bangkok, Thailand.
11.
Moon, S., Kim, T., Hwang, B.-G., and Chi, S.* (2018). โ€œAnalysis of Construction Accidents Based on Semantic Search and Natural Language Processing.โ€ย 35th International Symposium on Automation and Robotics in Construction (ISARC 2018), Berlin, Germany.
12.
Moon, S., Kim, D., Chi, S.*, and Jung, M. (2016). โ€œDevelopment of Cycle Estimation Model of Construction Cost Index Using Fractal Analysis.โ€ย 33rd CIB W78 Conference 2016, Brisbane, Australia.
13.
Moon, S., Kim, D.Y., and Chi, S. (2015). โ€œPreliminary Study on Market Risk Prediction Model for International Construction Using Fractal Analysis.โ€ย 6th International Conference on Construction Engineering and Project Management 2015 (ICCEPM 2015), Busan, South Korea.
* Corresponding Author

Domestic Conference Proceedings | ๊ตญ๋‚ด ํ•™์ˆ ๋Œ€ํšŒ ๋ฐœํ‘œ

1.
Shin, J., Chi, S.*, Kim, A., Kim, T., Moon, S., Lee, S., and Jung, Y. (2025). โ€œDevelopment of a digital twin platform applicable to all sites for smart construction and automation.โ€ 2025 Summer Conference on Korean Institute of Communications and Information Sciences.
2.
Karuppanasamy, K., Han, J., Appavu, K., and Moon, S.* (2025). โ€œLLM-based Automated SNS Refinement for Indirect Estimation of Disaster Situation.โ€ 2025 Spring Conference of Korean Institute of Industrial Engineers, Jeju, South Korea.
3.
Appavu, K., Hong, J., Karuppanasamy, K., and Moon, S.* (2025). โ€œVictim Rescue Prioritization in Collapsed Buildings using Thermal Image Analysis via Computer Vision.โ€ 2025 Spring Conference of Korean Institute of Industrial Engineers, Jeju, South Korea.
4.
Seo, Y., Lee, S., Shin, S., and Moon, S.* (2024). โ€œSensor Location Optimization for Monitoring on Environmental Information in Construction Sites.โ€ 2024 Conference of Korean Society of Automation and Robotics in Construction, Incheon, South Korea.
5.
Kim, J., Lee, S., Moon, S.*, Sim, H., and Chang, T. (2024). โ€œAdvanced Analysis on Safety Accident Risk of Construction Sites Using Attribute Information of CSI.โ€ 2024 Conference of Korean Society of Automation and Robotics in Construction, Incheon, South Korea.
6.
Sim, H., Hong, J., and Moon, S.* (2024). โ€œPlacement Adequacy Checking of Safety Facility for Automated Construction Site Safety Inspection.โ€ 2024 Conference of Korea Institute of Construction Engineering and Management, Jeju, South Korea.
7.
Hong, J., Yu, S., Moon, S.*, Heo, J., and Park, J. (2024). โ€œImproving OCR Word Recognition for the Digitization of Handwritten Documents in the Mineral Industry.โ€ 2024 Fall Joint Conference and the 9th International Symposium on KOMIR, Jeongseon, South Korea.
8.
Yu, S., Hong, J., Moon, S.*, Heo, J., and Park, J. (2024). โ€œAutomated Dataset Construction via Hand-written Document Digitization in Mining Sites.โ€ 2024 Fall Joint Conference and the 9th International Symposium on KOMIR, Jeongseon, South Korea.
9.
Shin, S., Seo, Y., Lee, S., and Moon, S.* (2024). โ€œDensity Comparison of Voxelized Pointclouds for Quality Assessment of UAV/UGV-based Digital Map on Construction Sites.โ€ 2024 Fall Conference of Korean Institute of Industrial Engineers, Seoul, South Korea.
10.
Appavu, K., Hong, J., Karuppanasamy, K., and Moon, S.* (2024). โ€œPrioritization of Search/Restoring Operations in Disaster Sites Using Computer Vision.โ€ 2024 Fall Conference of Korean Institute of Industrial Engineers, Seoul, South Korea.
11.
Lee, S., Seo, Y., Moon, S.*, and Won, D. (2024). โ€œOptimization of Integrated Exploration Paths for UAV/UGV in Digital Map Generation for Construction Sites.โ€ 2024 Fall Conference of Korean Institute of Industrial Engineers, Seoul, South Korea.
12.
Hong, J., Moon, S.*, Sim, H., and Park, W. (2024). โ€œAutomated Pairing of Safety Accidents and Regulations based on Text Mining.โ€ 2024 Spring Conference of Korean Institute of Industrial Engineers, Yeosu, South Korea.
13.
Seo, Y., Lee, S., Moon, S.*, and Lee, G. (2024). โ€œOptimized Deployment of Environmental Sensors on Construction Site Using Genetic Algorithm.โ€ 2024 Spring Conference of Korean Institute of Industrial Engineers, Yeosu, South Korea.
14.
Yu, S., Moon, S.*, and Kim, J. (2024). โ€œComputer Vision-based Cell Recognition for Digitization of Equipment Inspection Documents.โ€ 2024 Spring Conference of Korean Institute of Industrial Engineers, Yeosu, South Korea.
15.
Park, K., Lee, J., and Moon, S.* (2024). "Analysis of User Experience of Pop-up Store Using Text Mining-based Sentiment Analysis.โ€ 2024 Spring Conference of Korean Institute of Industrial Engineers, Yeosu, South Korea.
16.
Lee, J., Park, K., and Moon, S.* (2024). โ€œIdentification of Success Factors of Pop-up Stores Using Text Mining.โ€ 2024 Spring Conference of Korean Institute of Industrial Engineers, Yeosu, South Korea.
17.
Hong, J., Lee, S.,ย Moon, S.*, Sim, H., and Park, W. (2023). โ€œAutomated Pairing of Safety Accidents and Regulations in Construction Industry based on Text Mining.โ€ย 2023 Conference of Korean Society of Automation and Robotics in Construction, Sejong, South Korea.
18.
Lee, S., Hong, J.,ย Moon, S.*, Jeong, J., and Park, W. (2023). โ€œAutomated Model Development on Safety Accident Prediction in Construction Sites Using CSI Data.โ€ย 2023 Conference of Korean Society of Automation and Robotics in Construction, Sejong, South Korea.
19.
Seong, H., Seo, Y., andย Moon, S.* (2023). โ€œMethodologies Investigation on Developing Site-oriented Digital Map.โ€ย 2023 Fall Conference of Korean Institute of Industrial Engineers, Ulsan, South Korea.
20.
Seong, M. andย Moon, S.* (2023). โ€œTime-series Analysis of Consumer Price Index using Text Mining on News Articles.โ€ย 2023 Fall Conference of Korean Institute of Industrial Engineers, Ulsan, South Korea.
21.
Hwang, J., Lee, G.,ย Moon, S., and Chi, S.* (2023). โ€œReal-time Particulate Matter Estimation Model for Construction Site Using Spatial Interpolation.โ€ย 2023 Conference of Korea Institute of Construction Engineering and Management, Goseong, South Korea.
22.
Park, Y. andย Moon, S.*ย (2023). โ€œAnomaly Detection Model using Noise Data Analysis: Performance Comparison of 1D-CNN+GRU and SFTF+EFFNET Techniques.โ€ย Korea Computer Congress 2023, Jeju, South Korea.
23.
Moon, S.*ย and Kim, J. (2023). โ€œDeep Learning-based Automated Sentence Segmentation for Digitization of Offline Document from Industrial Jobsites.โ€ย 2023 Spring Conference of Korean Institute of Industrial Engineers, Jeju, South Korea.
24.
Choi, H.,ย Moon, S., and Chi, S.* (2021). โ€œAutomated Construction Scheduling and Visualization by Digitalized Proper Path Method(DPPM).โ€ย 2021 Conference of Korea Institute of Construction Engineering and Management, Gyeongju, South Korea.
25.
Moon, S., Chung, S., Lee, G., and Chi, S.* (2021). โ€œProvision Classification for Automated Construction Specification Review using Bidirectional Encoder Representations from Transformer (BERT).โ€ย 2021 Conference of Korea Institute of Construction Engineering and Management, Gyeongju, South Korea.
26.
Lee, G.,ย Moon, S., Won, D., Yoon S., and Chi, S.* (2021). โ€œReal-time Construction Site Noise Mapping System Based on Sensing Data.โ€ย 47th KSCE 2021 Civil Expo and Conference, Gwangju, South Korea.
27.
Won, D.,ย Moon, S., Lee, G., Yoon S., and Chi, S.* (2021). โ€œAutomated Identification of Earthmoving Ground Surface Information from UAV Images.โ€ย 47th KSCE 2021 Civil Expo and Conference, Gwangju, South Korea.
28.
Lee, G.,ย Moon, S., and Chi, S.* (2020). โ€œReference Identification of Sub-categories in Construction Specifications Using the Deep Structured Semantic Model.โ€ย 46th KSCE 2020 Civil Expo and Conference, Jeju, South Korea.
29.
Park, C.,ย Moon, S., Chi, S.*, and Oh, H. (2019). โ€œRisk Assessment of Middle East Road Construction by Analyzing Non-conformance Reports (NCR).โ€ย 2019 Conference of Korea Institute of Construction Engineering and Management, Goyang, South Korea.
30.
Lee, H., Oh, H.,ย Moon, S., and Chi, S.* (2019). โ€œAutomatic Comparative Analysis of Construction Specifications Using Text-mining Based on Artificial Intelligence.โ€ย 2019 Conference on Korean Society of Road Engineers, Busan, South Korea.
31.
Lee, G.,ย Moon, S., Oh, H., Shin, Y., and Chi, S.* (2018). โ€œNon-compliance Specification Checking Based on Text-Mining Construction Standard Analysis.โ€ย 44th KSCE 2018 Civil Expo and Conference, Gyeongju, South Korea.
32.
Moon, S., Kim, D.*, and Chi, S. (2017). โ€œEstimating Stock Price Fluctuation Cycles of Korean Construction Companies Based on Fractal Theory.โ€ย 43th KSCE 2017 Civil Expo and Conference, Busan, South Korea.
33.
Shin, S., Lee, B.*, Shin, Y., You, S.,ย Moon, S., Mok, S., and Chi, S. (2016). โ€œA Support Model for International Construction Market Selection (IMS) Based on the Knowledge and Information.โ€ย 42th KSCE 2016 Convention Program, Jeju, South Korea.
34.
Moon, S., Kim, D.*, and Chi, S. (2015). โ€œFeasibility of Using Non-parametric Time-series Method on Risk Analysis in Global Construction Market.โ€ย 41th KSCE 2015 Civil Expo and Conference, Gunsan, South Korea.
* Corresponding Author

Intellectual Property Rights | ์ง€์‹์žฌ์‚ฐ๊ถŒ

Patent (Registered) | ํŠนํ—ˆ ๋“ฑ๋ก

1.
Chi, S.,ย Moon, S., Lee, G., Won, D., and Hwang, J. (2025. 1. 21.) โ€œ๊ฑด์„คํ˜„์žฅ์˜ ํ™˜๊ฒฝ์ •๋ณด ์ˆ˜์ง‘ ์žฅ์น˜(Device for Collecting Environmental Information at Construction Site).โ€ (South Korea, Publication Number: 10-2757240)
2.
Chi, S., Chung, S., andย Moon, S.ย (2024. 9. 30.) โ€œ๊ต๋Ÿ‰์ ๊ฒ€๋ณด๊ณ ์„œ์˜ ์†์ƒ ๋ฉ”์ปค๋‹ˆ์ฆ˜ ์ถ”์ถœ ์žฅ์น˜ ๋ฐ ๋ฐฉ๋ฒ•(Method for Extraction of Bridge Damage Mechanism from Inspection Reports Using Bi-directional Recurrent Neural Network and Active Learning).โ€ (South Korea, Application Number: 10-2713582)
3.
Chi, S.,ย Moon, S., and Lee, G. (2024. 9. 11.) โ€œ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ฐ˜ ๊ฐœ์ฒด๋ช… ์ธ์‹ ๊ธฐ๋ฒ•์„ ํ™œ์šฉํ•œ ๊ฑด์„ค๊ณต์‚ฌ ๊ณ„์•ฝ์‚ฌํ•ญ ํ‚ค์›Œ๋“œ ์ถ”์ถœ ๊ธฐ์ˆ (Techniques for Keyword Extraction on Construction Contract Document using Deep Learning-based Named Entity Recognition).โ€ (South Korea, Publication Number: 10-2707314)
4.
Chi, S., Lee, G., andย Moon, S.ย (2024. 8. 22.) โ€œ์‹ฌ์ธต ์˜๋ฏธ ์œ ์‚ฌ์„ฑ ๋ชจ๋ธ ๊ธฐ๋ฐ˜ ๊ฑด์„ค๊ณต์‚ฌ ๊ณ„์•ฝ์„œ ์กฐํ•ญ ์ถœ์ฒ˜ ์‹๋ณ„ ๊ธฐ์ˆ (Automatic Reference Retrieval Software Based on Deep Structured Semantic Model for Construction Contract Review).โ€ (South Korea, Publication Number: 10-2699539)
5.
Choi, H, Chi, S., andย Moon, S.ย (2021. 10. 14.) โ€œ๊ฑด์„ค ๊ณต์ • ๋„ค๋น„๊ฒŒ์ด์…˜ ์ œ๊ณต ๋ฐฉ๋ฒ•(Construction Process Navigation Providing Method).โ€ (South Korea, Publication Number: 10-2315373)

Patent (Under Review) | ํŠนํ—ˆ ์ถœ์›

1.
(Under Review) Yu, S., Moon, S., Hong, J., Park, J., Heo, J., and Cho, S. โ€œ์‚ฐ์—…ํ˜„์žฅ ๋ฌธ์„œ ๋””์ง€ํ„ธํ™”๋ฅผ ์œ„ํ•œ ํ…์ŠคํŠธ ๋ฒ”์œ„์ธ์‹ ๊ธฐ์ˆ (Method of Text-area Detection for Industrial Document Digitization).โ€ (Submitted on 2025. 2. 16.)
2.
(Under Review) Seo, Y., Moon, S., and Lee, S. โ€œ๊ฑด์„คํ˜„์žฅ ํ™˜๊ฒฝ์„ผ์„œ์˜ ๋ฐฐ์น˜ ์ตœ์ ํ™” ๊ธฐ์ˆ (Optimization Technology for Localization of Environmental Sensors on Construction Sites).โ€ (Submitted on 2024. 8. 18.)
3.
Moon, S., Lee, S., Seo, Y., and Shin, S. (2025. 2. 11.) โ€œ์‚ฐ์—…ํ˜„์žฅ์˜ ํƒ์‚ฌ๊ฒฝ๋กœ ์ตœ์ ํ™” ์žฅ์น˜ ๋ฐ ๋ฐฉ๋ฒ•(Device and Method for Optimization Exploration Path in Industrial Site).โ€ (South Korea, Application Number: 10-2025-0017047)
4.
Hong, J., Moon, S., Lee, S., and Park, W. (2024. 6. 25.) โ€œํ…์ŠคํŠธ๋งˆ์ด๋‹ ๊ธฐ๋ฐ˜์˜ ์‚ฐ์—…ํ˜„์žฅ ์•ˆ์ „์‚ฌ๊ณ  ๊ด€๋ จ ๊ทœ์ • ์ž๋™ ๋งค์นญ ์žฅ์น˜ ๋ฐ ๋ฐฉ๋ฒ•(Device and Method for Matching Regulatory Related to Safety Accidents in Industrial Site based on Text Mining).โ€ (South Korea, Application Number: 10-2024-0082764)
5.
Chi, S.,ย Moon, S., and Lee, G. (2022. 5. 17.) โ€œ์˜๋ฏธ๊ธฐ๋ฐ˜ ํ…์ŠคํŠธ ๋ถ„์„์„ ์ด์šฉํ•œ ๊ฑด์„ค๊ณต์‚ฌ๊ณ„์•ฝ์„œ ์ž๋™๊ฒ€ํ†  ๋ฐฉ๋ฒ• ๋ฐ ์žฅ์น˜(Method and Device for Automatic Review Construction Contract Documents using Semantic Text Analysis).โ€ (South Korea, Application Number: 10-2022-0060293)

Software | ์†Œํ”„ํŠธ์›จ์–ด ๋“ฑ๋ก

1.
Lee, S., Moon, S., Seo, Y. (2025. 4. 16.) โ€œ์ด๋™ํ˜• ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ ์žฅ๋น„์˜ ๊ฑด์„คํ˜„์žฅ ํƒ์‚ฌ๊ฒฝ๋กœ ์ตœ์ ํ™” ํ”„๋กœ๊ทธ๋žจ(Program for Exploration Path Optimization of Mobile Data-acquisition Robots in Construction Sites).โ€ (South Korea, Registration Number: C-2025-014281)
2.
Yu, S., Moon, S., Hong, J., Park, J., Heo, J., and Cho, S. (2025. 4. 16.) โ€œ์‚ฐ์—…ํ˜„์žฅ ์ˆ˜๊ธฐ์ž‘์„ฑ ๋ฌธ์„œ์˜ ํ…์ŠคํŠธ ๋ฒ”์œ„์ธ์‹ ํ”„๋กœ๊ทธ๋žจ(Program of Text-area Detection in Hand-written Documents from Industrial Sites).โ€ (South Korea, Registration Number: C-2025-014280)
3.
Shin, S., Moon, S., Lee, S., and Seo, Y. (2025. 4. 16.) โ€œ๋ณต์…€ํ™” ๊ธฐ๋ฐ˜ 3D ์ ๊ตฐ ๋ฐ์ดํ„ฐ ์ •ํ•ฉ ํ”„๋กœ๊ทธ๋žจ(Voxel-based 3D Point Cloud Integration Program).โ€ (South Korea, Registration Number: C-2025-014279)
4.
Seo, Y., Moon, S., and Lee, S. (2025. 4. 16.) โ€œ์„ผ์„œ ํƒ์ง€๋ฒ”์œ„ ์ตœ๋Œ€ํ™”๋ฅผ ์œ„ํ•œ ๊ฑด์„คํ˜„์žฅ ์ตœ์™ธ๊ณฝ์ง€์  ๋„์ถœ ํ”„๋กœ๊ทธ๋žจ(Program for Corner Detection on Construction Site to Maximize Sensor Coverage).โ€ (South Korea, Registration Number: C-2025-014278)
5.
Kim, J., Moon, S., Lee, S., Hong, J., and Kim, N. (2024. 10. 7.) โ€œํ˜„์žฅํŠน์„ฑ ์„ธ๋ถ„ํ™”๋ฅผ ํ†ตํ•œ ๊ฑด์„คํ˜„์žฅ ์•ˆ์ „์‚ฌ๊ณ  ์œ„ํ—˜์„ฑ ๋ถ„์„ ๊ณ ๋„ํ™” ํ”„๋กœ๊ทธ๋žจ(Program for advanced accident risk analysis on construction sites by characteristic partitioning).โ€ (South Korea, Registration Number: C-2024-035387)
6.
Hong, J., Moon, S., Lee, S., and Kim, N. (2024. 10. 7.) โ€œ๊ฑด์„คํ˜„์žฅ ์•ˆ์ „์‚ฌ๊ณ  ๊ด€๋ จ ๊ทœ์ •/๋ฒ•๋ น์˜ ์ž๋™ ๋งค์นญ ํ”„๋กœ๊ทธ๋žจ(Automated matching program for regulations/laws related to construction site safety accidents).โ€ (South Korea, Registration Number: C-2024-035386)
7.
Lee, S.,ย Moon, S., Hong, J., Lee, G., Park, W., and Sim, H. (2024. 2. 8.) โ€œ๊ฑด์„ค๊ณต์‚ฌ ์•ˆ์ „์‚ฌ๊ณ  ์˜ˆ์ธก๋ชจ๋ธ์˜ ์ž๋™๊ตฌ์ถ• ํ”„๋กœ๊ทธ๋žจ(Program on Automated Development of Construction Safety Accident Prediction Model).โ€ (South Korea, Registration Number: C-2024-005752)
8.
Moon, S., Seo, Y., and Seong, H. (2023. 12. 14.) โ€œ๊ฑด์„คํ˜„์žฅ ์„ผ์„œ ๋ฐฐ์น˜ ์ตœ์ ํ™” ์•Œ๊ณ ๋ฆฌ์ฆ˜(Program for Sensor Deployment Optimization in Construction Site).โ€ (South Korea, Registration Number: C-2023-060178)
9.
Chi, S., Jang, S.,ย Moon, S., Won, D., Lee, G., and Hwang, J. (2022.09.05.) โ€œ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ฐ˜ ๊ฑด์„ค ํ˜„์žฅ ์†Œ์Œ ๋ถ„๋ฅ˜ ํ”„๋กœ๊ทธ๋žจ(Deep Learning-based Construction Site Noise Classification Program).โ€ (South Korea, Registration Number: C-2022-035160)
10.
Chi, S., Lim, S.,ย Moon, S., Won, D., Lee, G., and Hwang, J. (2022. 3. 21.) โ€œ๊ฑด์„คํ˜„์žฅ ํ™˜๊ฒฝ์ •๋ณด 3์ฐจ์› ๋งตํ•‘ ์†Œํ”„ํŠธ์›จ์–ด(3D Mapping Software for Environmental Information on Construction Site).โ€ (South Korea, Registration Number: C-2022-013870)
11.
Chi, S.,ย Moon, S., and Lee, G. (2022. 3. 21.) โ€œ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ฐ˜ ๊ฑด์„ค๊ณต์‚ฌ ๊ณ„์•ฝ์„œ ์ž๋™ ๊ฒ€ํ†  ํ”„๋กœ๊ทธ๋žจ(Deep Learning-based Construction Contract Review Program).โ€ (South Korea, Registration Number: C-2022-013869)
12.
Chi, S.,ย Moon, S., and Lee, G. (2021. 4. 28.) โ€œ๊ฑด์„ค๊ณต์‚ฌ ๊ณ„์•ฝ์„œ ์ž๋™ ๊ฒ€ํ† ๋ฅผ ์œ„ํ•œ ํ‚ค์›Œ๋“œ ์ธ์‹ ํ”„๋กœ๊ทธ๋žจ(Requirement Keyword Detection Program for Automated Review of Construction Specification).โ€ (South Korea, Registration Number: C-2021-018339)
13.
Chi, S., Lee, G., andย Moon, S.ย (2021. 4. 27.) โ€œ์‹ฌ์ธต ์˜๋ฏธ ์œ ์‚ฌ์„ฑ ๋ชจ๋ธ ๊ธฐ๋ฐ˜ ๊ฑด์„ค๊ณต์‚ฌ ๊ณ„์•ฝ์„œ ์กฐํ•ญ์˜ ์ž๋™ ์ถœ์ฒ˜ ๊ฒ€์ƒ‰ ์†Œํ”„ํŠธ์›จ์–ด(Automatic Reference Retrieval Software Based on Deep Structured Semantic Model for Construction Contract Review).โ€ (South Korea, Registration Number: C-2021-018235)
14.
Chi, S., Kim, T., andย Moon, S.ย (2018. 5. 15.) โ€œ์˜๋ฏธ๊ธฐ๋ฐ˜ ๊ฑด์„ค ์•ˆ์ „์‚ฌ๊ณ  ์œ„ํ—˜์š”์†Œ ๊ฒ€์ƒ‰ ์‹œ์Šคํ…œ(Semantic Search System for Risk Factor of Construction Accident).โ€ (South Korea, Registration Number: C-2018-012345)
15.
Shin, S., Lee, H., Koh, H., Lee, B., Chi, S., Cho, J., Lee, S., Lee, B., You, S.,ย Moon, S., and Mok, S. (2017. 1. 15.) โ€œ๊ธ€๋กœ๋ฒŒ ๊ฑด์„ค์‹œ์žฅ ์ •๋ณด ์ธํ”„๋ผ(Information Infrastructure of Global Construction Markets).โ€ (South Korea, Registration Number: C-2017-001737)