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Sehwan Chung
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Year
Bridge damage recognition from inspection reports using NER based on recurrent neural network with active learning
S Moon, S Chung, S Chi
Journal of Performance of Constructed Facilities 34 (6), 04020119, 2020
282020
Topic modeling of news article about international construction market using latent dirichlet allocation
S Moon, S Chung, S Chi
KSCE Journal of Civil and Environmental Engineering Research 38 (4), 595-599, 2018
16*2018
Comparing natural language processing (NLP) applications in construction and computer science using preferred reporting items for systematic reviews (PRISMA)
S Chung, S Moon, J Kim, J Kim, S Lim, S Chi
Automation in Construction 154, 105020, 2023
132023
Feasibility Study of a BERT-based Question Answering Chatbot for Information Retrieval from Construction Specifications
J Kim, S Chung, S Moon, S Chi
2022 IEEE International Conference on Industrial Engineering and Engineering …, 2022
62022
Bridge Damage Factor Recognition from Inspection Reports Using Deep Learning
S Chung, S Moon, S Chi
KSCE Journal of Civil and Environmental Engineering Research 38 (4), 621-625, 2018
62018
A framework for developing an estimation model of damages on bridge elements using big data analytics
S Lim, S Chung, S Chi, J Song
ISARC. Proceedings of the International Symposium on Automation and Robotics …, 2016
52016
Measurement of Individuals’ Emotional Stress Responses to Construction Noise through Analysis of Human Brain Waves
S Hwang, H Jebelli, S Lee, S Chung, S Lee
International Conference on Construction Engineering and Project Management, 2019
32019
Bridge Damage Factor Recognition from Inspection Reports Using Active Recurrent Neural Network
S Chung
College of Engineering, Seoul National Universiy, 2018
32018
Developing a pattern model of damage types on bridge elements using big data analytics
S Lim, S Chung, S Chi
ISARC. Proceedings of the International Symposium on Automation and Robotics …, 2017
32017
Evaluation of Topic Modeling Performance for Overseas Construction Market Analysis Using LDA and BERTopic on News Articles
J Baik, S Chung, S Chi
KSCE Journal of Civil and Environmental Engineering Research 43 (5), 811-819, 2023
1*2023
Developing an Estimation Model for Safety Rating of Road Bridges Using Rule-based Classification Method
S Chung, S Lim, S Chi
Journal of KIBIM 6 (2), 29-38, 2016
12016
Cross-Lingual Information Retrieval from Multilingual Construction Documents Using Pretrained Language Models
J Kim, S Chung, S Chi
Journal of Construction Engineering and Management 150 (6), 04024041, 2024
2024
Developing Performance Evaluation Indicators for Smart Construction: Preliminary Study
S Lim, S Chung, S Chi
KSCE 2023 Convention, 31-32, 2023
2023
A Framework for Automated Generation of Construction Specifications
M Lim, J Kim, S Chung, J Choi, S Chi
KSCE 2023 Convention, 2023
2023
Identifying the factors of country risk fluctuation from news text data using natural language processing
S Chung, J Kim, S Chi, DY Kim
2023 European Conference on Computing in Construction and the 40th …, 2023
2023
Issue Identification of Overseas Construction Markets from News Articles Based on BERTopic
J Baik, S Chung, S Chi
Journal of Construction Automation and Robotics 2 (2), 21-26, 2023
2023
A Chatbot Framework for Civil Engineering Education
S Lim, S Chung, S Chi
KSCE 2022 Convention, 39-40, 2022
2022
Preliminary Study on Identifying Factors of Country Risk Fluctuation for International Construction from News Data Using Hierarchical Attention Network
S Chung, J Kim, S Chi, DY Kim
KSCE 2022 Convention, 21-22, 2022
2022
Provision Classification for Automated Construction Specification Review using Bidirectional Encoder Representations from Transformer (BERT)
S Moon, S Chung, G Lee, S Chi
KICEM Annual Conference, 2021 20, 59-60, 2021
2021
Developing a Framework for Identifying Bridge Damage Patterns Based on Text Mining
S Chung, S Lim, S Chi, BG Hwang
2017 International Conference on Maintenance and Rehabilitation of …, 2017
2017
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