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임치현
Lim, Chiehyeon

임치현

Department of Industrial Engineering(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
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 View34
Multistage Net: Learning Continuous Multistage Manufacturing Processes of Liquid Products Without Intermediate Output and Lead-Time Labels File

Cho, Hojin , Lim, Chiehyeon

Article Issue Date2024-09 View6
Multichannel convolution neural network for gas mixture classification File

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

Article Issue Date2024-08 View42
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 Date2024-06 View7
Determining Directions of Service Quality Management using Online Review Mining with Interpretable Machine Learning File

Shin, Jongkyung , Joung, Junegak , Lim, Chiehyeon

Article Issue Date2024-04 View40
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 View42
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 View21
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 View24
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 View21
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 View31
스마트시티에 대한 통합적 이해의 시도: 인간과 기계의 협업

임치현 , 김광재

Article Issue Date2021-12 View13
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 View30
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 View28
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 View31
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 View22
FINTECH: RESEARCH DIRECTIONS TO EXPLORE THE DIGITAL TRANSFORMATION OF FINANCIAL SERVICE SYSTEMS File

Breidbach, Christoph , Keating, Byron , Lim, Chiehyeon

Article Issue Date2020-04 View28
Multi-factor service design: identification and consideration of multiple factors of the service in its design process File File

Lim, Chiehyeon , Kim, Ki-Hun , Kim, Min-Jun , Kim, Kwang-Jae

Article Issue Date2019-03 View24
Customer process management A framework for using customer-related data to create customer value File File

Lim, Chiehyeon , Kim, Min-Jun , Kim, Ki-Hun , Kim, Kwang-Jae , Maglio, Paul

Article Issue Date2019-01 View30
A customer-oriented model of product-service system lifecycle File

Heo, Jun-Yeon , Lim, Chiehyeon , Kim, Kwang-Jae

Article Issue Date2018-12 View17
A DATA-DRIVEN APPROACH TO DESIGNING NEW SERVICES FOR VEHICLE OPERATIONS MANAGEMENT

Kim, Min-Jun , Lim, Chiehyeon , Kim, Kwang-Jae

Article Issue Date2018-12 View15
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