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임치현
Lim, Chiehyeon

임치현

산업공학과

  • Service Engineering & Knowledge Discovery Lab.
  • Website
Research Interests
Service Engineering;Knowledge Discovery;서비스 엔지니어링;지식 디스커버리
Lab Description
We solve service problems in industries and develop knowledge discovery methods.
1. Service Engineering- Service intelligence development- Recommendation system development- Service quality and efficiency analysis- Service improvement and optimization- Service system modeling and design2. Knowledge Discovery- Text mining- Bio and health data mining- Behavioral data mining- Clustering method development- Featuring method development
Researcher ID Research Gate ORCiD Scopus Google Scholar
Previous
Point-ITR: Task-Oriented Importance Sampling for Large-Scale 3D Point Clouds in Manufacturing File

Ma, Yichen , Biehler, Michael , Lim, Chiehyeon , Shi, Jianjun

Article Issue Date2025-12 View39
Customer-centric service benchmarking using online reviews: a case study of Bangkok hotels File

Kim, Juram , Lim, Chiehyeon

Article Issue Date2025-09 View7
Associations between dietary patterns, gut microbiome diversity, and itch severity in preschool aged children with atopic dermatitis: A cross-sectional study File

Park, Jisu , Lee, Soo Jin , Yan, Jing , Kim, Sukyung , Kim, Jihyun , Lim, Chiehyeon , Kim, Hyemee , Jung, Minyoung

Article Issue Date2025-09 View49
Exploring the Concept and Operations of Sustainable Cities: A Text Mining Approach File File

Kim, Minjun , Kim, Juram , Joung, Junegak , Lim, Chiehyeon

Article Issue Date2025-09 View28
Development and Validation of Parental Self-Efficacy Scale for Dietary Management of Children with Food Allergies File

Lee, Soo Jin , Yoo, Seoyoung , Kim, Jayun , Kim, Yeji , Lee, Yunna , Lim, Chiehyeon , Kim, Hyemee , Jung, Minyoung

Article Issue Date2025-02 View42
Multistage Net: Learning Continuous Multistage Manufacturing Processes of Liquid Products Without Intermediate Output and Lead-Time Labels File

Cho, Hojin , Lim, Chiehyeon

Article Issue Date2024-12 View185
MMP Net: A feedforward neural network model with sequential inputs for representing continuous multistage manufacturing processes without intermediate outputs File File

Cho, Hojin , Kim, Kyeongbin , Yoon, Kihyuk , Chun, Jaewook , Kim, Jaeyong , Lee, Kyeongmin , Lee, Junghye , Lim, Chiehyeon

Article Issue Date2024-10 View197
Dissatisfaction-considered waiting time prediction for outpatients with interpretable machine learning File

Shin, Jongkyung , Lee, Donggi Augustine , Kim, Juram , Lim, Chiehyeon , Choi, Byung-Kwan

Article Issue Date2024-09 View108
Multichannel convolution neural network for gas mixture classification File

Oh, YongKyung , Lim, Chiehyeon , Lee, Junghye , Kim, Sewon , Kim, Sungil

Article Issue Date2024-08 View191
Determining Directions of Service Quality Management using Online Review Mining with Interpretable Machine Learning File File

Shin, Jongkyung , Joung, Junegak , Lim, Chiehyeon

Article Issue Date2024-04 View118
From technology enablers to circular economy: Data-driven understanding of the overview of servitization and product-service systems in Industry 4.0 File File

Kim, Minjun , Lim, Chiehyeon , Hsuan, Juliana

Article Issue Date2023-06 View131
Chemistry-informed machine learning: Using chemical property features to improve gas classification performance File File

Kim, Yeram , Lim, Chiehyeon , Lee, Junghye , Kim, Sungil , Kim, Sewon , Seo, Dong-Hwa

Article Issue Date2023-06 View152
Challenges of diet planning for children using artificial intelligence File File

Lee, Changhun , Kim, Soohyeok , Kim, Jayun , Lim, Chiehyeon , Jung, Minyoung

Article Issue Date2022-12 View160
Driving Risk Assessment Using Non-Negative Matrix Factorization With Driving Behavior Records File

Seo, Hyunwoo , Shin, Jongkyung , Kim, Ki-Hun , Lim, Chiehyeon , Bae, Jungcheol

Article Issue Date2022-11 View123
Risk score-embedded deep learning for biological age estimation: Development and validation File File

Kim, Suhyeon , Kim, Hangyeol , Lee, Eun-Sol , Lim, Chiehyeon , Lee, Junghye

Article Issue Date2022-03 View163
스마트시티에 대한 통합적 이해의 시도: 인간과 기계의 협업

임치현 , 김광재

Article Issue Date2021-12 View79
Understanding the linkages of smart-city technologies and applications: Key lessons from a text mining approach and a call for future research File File

Lim, Chiehyeon , Cho, Gi-Hyoug , Kim, Jeongseob

Article Issue Date2021-09 View144
Customer complaints monitoring with customer review data analytics: An integrated method of sentiment and statistical process control analyses File

Kim, Juram , Lim, Chiehyeon

Article Issue Date2021-08 View130
From technological development to social advance: A review of Industry 4.0 through machine learning File File

Lee, Changhun , Lim, Chiehyeon

Article Issue Date2021-06 View181
Development of a service blueprint for the online-to-offline integration in service File

Ryu, Do-Hhyeon , Lim, Chiehyeon , Kim, Kwang-Jae

Article Issue Date2020-05 View88
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