publications | Seungwoo Kum

2026

Hierarchical Attention-based Graph Neural Network with Relevance-driven Pruning

Seungwoo Kum

arXiv preprint arXiv:2605.09308, 2026

@article{kum2026hierarchical,
  title = {Hierarchical Attention-based Graph Neural Network with Relevance-driven Pruning},
  author = {Kum, Seungwoo},
  journal = {arXiv preprint arXiv:2605.09308},
  year = {2026},
}

2025

Development and Evaluation of Automated Monitoring Systems for Multi-stage Strawberry Growth Detection Using Advanced Deep Learning Models

H. Park, N. Shin, Seungwoo Kum, and 5 more authors

Journal of Biosystems Engineering, 2025

DOI Bib

@article{park2025strawberry,
  title = {Development and Evaluation of Automated Monitoring Systems for Multi-stage Strawberry Growth Detection Using Advanced Deep Learning Models},
  doi = {10.2139/ssrn.5210637},
  author = {Park, H. and Shin, N. and Kum, Seungwoo and Kim, S. K. and Kim, Y. and Choi, S. and Won, D. Y. and Suh, H. K.},
  journal = {Journal of Biosystems Engineering},
  pages = {1--17},
  year = {2025}
}

Novel method for crop growth tracking with deep learning model on an Edge Rail Camera

Seungwoo Kum, Jaewon Moon, Sangtae Oh, and 7 more authors

Computers and Electronics in Agriculture, 2025

DOI Bib

@article{kum2025railcamera,
  title = {Novel method for crop growth tracking with deep learning model on an Edge Rail Camera},
  doi = {10.2139/ssrn.4583976},
  author = {Kum, Seungwoo and Moon, Jaewon and Oh, Sangtae and Suh, H. K. and Park, H. and Sim, H. S. and Jo, J. S. and Kim, S. K. and Choi, S. and others},
  journal = {Computers and Electronics in Agriculture},
  volume = {230},
  pages = {109816},
  year = {2025},
}

2024

Enhancing Climate Data Utilization: Strategies and Service Scenario

Jaewon Moon, J. Lee, Seungwoo Kum, and 1 more author

In 2024 15th International Conference on Information and Communication Technology Convergence (ICTC), 2024

DOI Bib

@inproceedings{moon2024climate,
  title = {Enhancing Climate Data Utilization: Strategies and Service Scenario},
  doi = {10.1109/ictc62082.2024.10826967},
  author = {Moon, Jaewon and Lee, J. and Kum, Seungwoo and Oh, Sangtae},
  booktitle = {2024 15th International Conference on Information and Communication Technology Convergence (ICTC)},
  year = {2024}
}

IngressMapper: Managing Access to Edge Resources

Seungwoo Kum, J. Yeom, Jaewon Moon, and 1 more author

In 2024 15th International Conference on Information and Communication Technology Convergence (ICTC), 2024

DOI Bib

@inproceedings{kum2024ingressmapper,
  title = {IngressMapper: Managing Access to Edge Resources},
  doi = {10.1109/ictc62082.2024.10827246},
  author = {Kum, Seungwoo and Yeom, J. and Moon, Jaewon and Oh, Sangtae},
  booktitle = {2024 15th International Conference on Information and Communication Technology Convergence (ICTC)},
  year = {2024}
}

Design of a Data Storage Structure for Smart Farm Data Utilization

J. Lee, Jaewon Moon, and Seungwoo Kum

In 2024 15th International Conference on Information and Communication Technology Convergence (ICTC), 2024

DOI Bib

@inproceedings{lee2024storage,
  title = {Design of a Data Storage Structure for Smart Farm Data Utilization},
  doi = {10.1109/ictc62082.2024.10826603},
  author = {Lee, J. and Moon, Jaewon and Kum, Seungwoo},
  booktitle = {2024 15th International Conference on Information and Communication Technology Convergence (ICTC)},
  year = {2024}
}

Real-time environment monitoring and response through IoT and retrieval-augmented generation

Sangtae Oh, Seungwoo Kum, and Jaewon Moon

In 2024 15th International Conference on Information and Communication Technology Convergence (ICTC), 2024

DOI Bib

@inproceedings{oh2024rag,
  title = {Real-time environment monitoring and response through IoT and retrieval-augmented generation},
  doi = {10.1109/ictc62082.2024.10827595},
  author = {Oh, Sangtae and Kum, Seungwoo and Moon, Jaewon},
  booktitle = {2024 15th International Conference on Information and Communication Technology Convergence (ICTC)},
  year = {2024}
}

Edge AI framework for large scale smart agriculture

Seungwoo Kum, Sangtae Oh, and Jaewon Moon

In 2024 27th Conference on Innovation in Clouds, Internet and Networks (ICIN), 2024

DOI Bib

@inproceedings{kum2024edgeai,
  title = {Edge AI framework for large scale smart agriculture},
  doi = {10.1109/icin60470.2024.10494451},
  author = {Kum, Seungwoo and Oh, Sangtae and Moon, Jaewon},
  booktitle = {2024 27th Conference on Innovation in Clouds, Internet and Networks (ICIN)},
  year = {2024},
}

2023

Design of Crop Growth Analysis Platform with Image and Time Series Analysis

Seungwoo Kum, Sangtae Oh, Y. Kim, and 3 more authors

In 2023 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), 2023

DOI Bib

@inproceedings{kum2023cropplatform,
  title = {Design of Crop Growth Analysis Platform with Image and Time Series Analysis},
  doi = {10.1109/metroagrifor58484.2023.10424382},
  author = {Kum, Seungwoo and Oh, Sangtae and Kim, Y. and Moon, Jaewon and Carvajal, A. B. and Perez, F. A.},
  booktitle = {2023 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor)},
  year = {2023}
}

Platform Design for IoT Data Quality Improvement through Flexible Preprocessing Pipeline Building

Jaewon Moon, Seungwoo Kum, and Sangtae Oh

In 2023 14th International Conference on Information and Communication Technology Convergence (ICTC), 2023

DOI Bib

@inproceedings{moon2023dataquality,
  title = {Platform Design for IoT Data Quality Improvement through Flexible Preprocessing Pipeline Building},
  doi = {10.1109/ictc58733.2023.10392899},
  author = {Moon, Jaewon and Kum, Seungwoo and Oh, Sangtae},
  booktitle = {2023 14th International Conference on Information and Communication Technology Convergence (ICTC)},
  year = {2023}
}

Yield Monitoring Service with Time Series Representation of Growth from Crop Images

Sangtae Oh, S. K. Kim, Jaewon Moon, and 4 more authors

In 2023 14th International Conference on Information and Communication Technology Convergence (ICTC), 2023

DOI Bib

@inproceedings{oh2023yield,
  title = {Yield Monitoring Service with Time Series Representation of Growth from Crop Images},
  doi = {10.1109/ictc58733.2023.10393247},
  author = {Oh, Sangtae and Kim, S. K. and Moon, Jaewon and Choi, S. and Lee, S. and Kum, Seungwoo and Suh, H. K.},
  booktitle = {2023 14th International Conference on Information and Communication Technology Convergence (ICTC)},
  year = {2023}
}

Rail camera: an edge resource management for smart farm application

Seungwoo Kum, Jaewon Moon, Y. Kim, and 3 more authors

In 2023 14th International Conference on Information and Communication Technology Convergence (ICTC), 2023

DOI Bib

@inproceedings{kum2023railcamera,
  title = {Rail camera: an edge resource management for smart farm application},
  doi = {10.1109/ictc58733.2023.10392749},
  author = {Kum, Seungwoo and Moon, Jaewon and Kim, Y. and Carvajal, A. B. and Oh, Sangtae and Perez, F. A.},
  booktitle = {2023 14th International Conference on Information and Communication Technology Convergence (ICTC)},
  year = {2023}
}

A Novel Platform for Efficient Utilization and Integration of Time Series Data for Various Applications

Jaewon Moon, Seungwoo Kum, and Sangtae Oh

In 2023 IEEE Smart World Congress (SWC), 2023

DOI Bib

@inproceedings{moon2023timeseries,
  title = {A Novel Platform for Efficient Utilization and Integration of Time Series Data for Various Applications},
  doi = {10.1109/swc57546.2023.10448607},
  author = {Moon, Jaewon and Kum, Seungwoo and Oh, Sangtae},
  booktitle = {2023 IEEE Smart World Congress (SWC)},
  pages = {834--837},
  year = {2023}
}

2022

Application of deep learning model inference with batch size adjustment

Sangtae Oh, Jaewon Moon, and Seungwoo Kum

In 2022 13th International Conference on Information and Communication Technology Convergence (ICTC), 2022

DOI Bib

@inproceedings{oh2022batch,
  title = {Application of deep learning model inference with batch size adjustment},
  doi = {10.1109/ictc55196.2022.9952641},
  author = {Oh, Sangtae and Moon, Jaewon and Kum, Seungwoo},
  booktitle = {2022 13th International Conference on Information and Communication Technology Convergence (ICTC)},
  year = {2022}
}

Analysis and Application of Sensor Data Collected from Strawberry Greenhouse

Sangtae Oh, Jaewon Moon, J. Jo, and 1 more author

In 2022 13th International Conference on Information and Communication Technology Convergence (ICTC), 2022

DOI Bib

@inproceedings{oh2022sensordata,
  title = {Analysis and Application of Sensor Data Collected from Strawberry Greenhouse},
  doi = {10.1109/ictc55196.2022.9952640},
  author = {Oh, Sangtae and Moon, Jaewon and Jo, J. and Kum, Seungwoo},
  booktitle = {2022 13th International Conference on Information and Communication Technology Convergence (ICTC)},
  year = {2022}
}

An introduction to the architecture of CLUST platform supporting multiple time series data integration and analysis

Jaewon Moon, Sangtae Oh, and Seungwoo Kum

In 2022 13th International Conference on Information and Communication Technology Convergence (ICTC), 2022

DOI Bib

@inproceedings{moon2022clust,
  title = {An introduction to the architecture of CLUST platform supporting multiple time series data integration and analysis},
  doi = {10.1109/ictc55196.2022.9952914},
  author = {Moon, Jaewon and Oh, Sangtae and Kum, Seungwoo},
  booktitle = {2022 13th International Conference on Information and Communication Technology Convergence (ICTC)},
  year = {2022}
}

Optimization of edge resources for deep learning application with batch and model management

Seungwoo Kum, Sangtae Oh, J. Yeom, and 1 more author

Sensors, 2022

DOI Bib

@article{kum2022sensors,
  title = {Optimization of edge resources for deep learning application with batch and model management},
  doi = {10.3390/s22176717},
  author = {Kum, Seungwoo and Oh, Sangtae and Yeom, J. and Moon, Jaewon},
  journal = {Sensors},
  volume = {22},
  number = {17},
  pages = {6717},
  year = {2022},
}

Introduction to a new use-case based on MPEG-IoMT: time-series temperature data analysis by the flower condition

Jaewon Moon, Seungwoo Kum, and Sangtae Oh

In 2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN), 2022

DOI Bib

@inproceedings{moon2022iomt,
  title = {Introduction to a new use-case based on MPEG-IoMT: time-series temperature data analysis by the flower condition},
  doi = {10.1109/icufn55119.2022.9829618},
  author = {Moon, Jaewon and Kum, Seungwoo and Oh, Sangtae},
  booktitle = {2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN)},
  year = {2022}
}

Design and development of server-client cooperation framework for federated learning

J. Park and Seungwoo Kum

In 2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN), 2022

DOI Bib

@inproceedings{park2022federated,
  title = {Design and development of server-client cooperation framework for federated learning},
  doi = {10.1109/icufn55119.2022.9829693},
  author = {Park, J. and Kum, Seungwoo},
  booktitle = {2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN)},
  year = {2022}
}

On designing interfaces to access deep learning inference services

Seungwoo Kum, Sangtae Oh, J. Yeom, and 1 more author

In 2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN), 2022

DOI Bib

@inproceedings{kum2022interfaces,
  title = {On designing interfaces to access deep learning inference services},
  doi = {10.1109/icufn55119.2022.9829614},
  author = {Kum, Seungwoo and Oh, Sangtae and Yeom, J. and Moon, Jaewon},
  booktitle = {2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN)},
  year = {2022}
}

Methods for screening time series data according to data quality and statistical status

Jaewon Moon, M. S. Yu, Sangtae Oh, and 3 more authors

In Proceedings of the Korean Society of Computer Information Conference, 2022

Bib

@inproceedings{moon2022screening,
  title = {Methods for screening time series data according to data quality and statistical status},
  author = {Moon, Jaewon and Yu, M. S. and Oh, Sangtae and Kum, Seungwoo and Hwang, J. S. and Lee, J. H.},
  booktitle = {Proceedings of the Korean Society of Computer Information Conference},
  pages = {399--402},
  year = {2022}
}

Proposed of AI-Model Information Management Structure for Media Service Construction based on Edge

J. Yeom and Seungwoo Kum

In Proceedings of the Korean Society of Broadcast Engineers Conference, 2022

Bib

@inproceedings{yeom2022aimodel,
  title = {Proposed of AI-Model Information Management Structure for Media Service Construction based on Edge},
  author = {Yeom, J. and Kum, Seungwoo},
  booktitle = {Proceedings of the Korean Society of Broadcast Engineers Conference},
  pages = {84--86},
  year = {2022}
}

Precision Farming Service Architecture with IoMT

Seungwoo Kum, Sangtae Oh, and Jaewon Moon

In Proceedings of the Korean Society of Broadcast Engineers Conference, 2022

Bib

@inproceedings{kum2022precisionfarming,
  title = {Precision Farming Service Architecture with IoMT},
  author = {Kum, Seungwoo and Oh, Sangtae and Moon, Jaewon},
  booktitle = {Proceedings of the Korean Society of Broadcast Engineers Conference},
  pages = {475--476},
  year = {2022}
}

Edge Container Remote Control System using RPC protocol

Sangtae Oh, Jaewon Moon, and Seungwoo Kum

In Proceedings of the Korean Society of Broadcast Engineers Conference, 2022

Bib

@inproceedings{oh2022edgecontainer,
  title = {Edge Container Remote Control System using RPC protocol},
  author = {Oh, Sangtae and Moon, Jaewon and Kum, Seungwoo},
  booktitle = {Proceedings of the Korean Society of Broadcast Engineers Conference},
  pages = {81--83},
  year = {2022}
}

2021

Accelerator-aware Kubernetes scheduler for DNN tasks on edge computing environment

J. Park, U. Choi, Seungwoo Kum, and 2 more authors

In 2021 IEEE/ACM Symposium on Edge Computing (SEC), 2021

Bib

@inproceedings{park2021kubernetes,
  title = {Accelerator-aware Kubernetes scheduler for DNN tasks on edge computing environment},
  author = {Park, J. and Choi, U. and Kum, Seungwoo and Moon, Jaewon and Lee, K.},
  booktitle = {2021 IEEE/ACM Symposium on Edge Computing (SEC)},
  pages = {438--440},
  year = {2021}
}

A cost-effective workload allocation strategy for cloud-native edge services

V. Armani, F. Faticanti, S. Cretti, and 2 more authors

arXiv preprint arXiv:2110.12788, 2021

arXiv Bib

@article{armani2021workload,
  title = {A cost-effective workload allocation strategy for cloud-native edge services},
  author = {Armani, V. and Faticanti, F. and Cretti, S. and Kum, Seungwoo and Siracusa, D.},
  journal = {arXiv preprint arXiv:2110.12788},
  year = {2021}
}

A Service Management Method for Distributed Deep Learning

Seungwoo Kum, Sangtae Oh, and Jaewon Moon

In 2021 International Conference on Information and Communication Technology Convergence (ICTC), 2021

DOI Bib

@inproceedings{kum2021distributeddl,
  title = {A Service Management Method for Distributed Deep Learning},
  doi = {10.1109/ictc52510.2021.9621013},
  author = {Kum, Seungwoo and Oh, Sangtae and Moon, Jaewon},
  booktitle = {2021 International Conference on Information and Communication Technology Convergence (ICTC)},
  year = {2021}
}

Smart Contract for Cross-Border AI Model Management

P. Kochovski, Seungwoo Kum, Jaewon Moon, and 2 more authors

In International Conference on the Economics of Grids, Clouds, Systems, and Services (GECON), 2021

DOI Bib

@inproceedings{kochovski2021smartcontract,
  title = {Smart Contract for Cross-Border AI Model Management},
  doi = {10.1007/978-3-030-92916-9_20},
  author = {Kochovski, P. and Kum, Seungwoo and Moon, Jaewon and Vujic, A. and Stankovski, V.},
  booktitle = {International Conference on the Economics of Grids, Clouds, Systems, and Services (GECON)},
  year = {2021}
}

AI Management platform with embedded edge cluster

Seungwoo Kum, M. Yu, Y. Kim, and 2 more authors

In 2021 IEEE International Conference on Consumer Electronics (ICCE), 2021

DOI Bib

@inproceedings{kum2021aimanagement,
  title = {AI Management platform with embedded edge cluster},
  doi = {10.1109/icce50685.2021.9427731},
  author = {Kum, Seungwoo and Yu, M. and Kim, Y. and Moon, Jaewon and Cretti, S.},
  booktitle = {2021 IEEE International Conference on Consumer Electronics (ICCE)},
  pages = {1--3},
  year = {2021}
}

Service Configuration Method between MThings

Seungwoo Kum and Jaewon Moon

In Proceedings of the Korean Society of Broadcast Engineers Conference, 2021

Bib

@inproceedings{kum2021mthings,
  title = {Service Configuration Method between MThings},
  author = {Kum, Seungwoo and Moon, Jaewon},
  booktitle = {Proceedings of the Korean Society of Broadcast Engineers Conference},
  pages = {168--169},
  year = {2021}
}

2020

Smart contracts for service-level agreements in edge-to-cloud computing

P. Kochovski, V. Stankovski, S. Gec, and 4 more authors

Journal of Grid Computing, 2020

DOI Bib

@article{kochovski2020sla,
  title = {Smart contracts for service-level agreements in edge-to-cloud computing},
  doi = {10.1007/s10723-020-09534-y},
  author = {Kochovski, P. and Stankovski, V. and Gec, S. and Faticanti, F. and Savi, M. and Siracusa, D. and Kum, Seungwoo},
  journal = {Journal of Grid Computing},
  volume = {18},
  number = {4},
  pages = {673--690},
  year = {2020}
}

Artificial intelligence service architecture for edge device

Seungwoo Kum, Y. Kim, D. Siracusa, and 1 more author

In 2020 IEEE 10th International Conference on Consumer Electronics (ICCE-Berlin), 2020

DOI Bib

@inproceedings{kum2020edgeai,
  title = {Artificial intelligence service architecture for edge device},
  doi = {10.1109/icce-berlin50680.2020.9352184},
  author = {Kum, Seungwoo and Kim, Y. and Siracusa, D. and Moon, Jaewon},
  booktitle = {2020 IEEE 10th International Conference on Consumer Electronics (ICCE-Berlin)},
  year = {2020}
}

A decentralized AI data management system in federated learning

Jaewon Moon, Seungwoo Kum, Y. Kim, and 3 more authors

In 2020 International Conference on Intelligent Systems and Computer Vision (ISCV), 2020

DOI Bib

@inproceedings{moon2020federated,
  title = {A decentralized AI data management system in federated learning},
  doi = {10.1109/iscv49265.2020.9204271},
  author = {Moon, Jaewon and Kum, Seungwoo and Kim, Y. and Stankovski, V. and Pascinski, U. and Kochovski, P.},
  booktitle = {2020 International Conference on Intelligent Systems and Computer Vision (ISCV)},
  year = {2020}
}

A blockchain-based brokerage platform for fog computing resource federation

M. Savi, D. Santoro, K. Di Meo, and 5 more authors

In 2020 23rd Conference on Innovation in Clouds, Internet and Networks (ICIN), 2020

DOI Bib

@inproceedings{savi2020blockchain,
  title = {A blockchain-based brokerage platform for fog computing resource federation},
  doi = {10.1109/icin48450.2020.9059337},
  author = {Savi, M. and Santoro, D. and Di Meo, K. and Pizzolli, D. and Pincheira, M. and Giaffreda, R. and Cretti, S. and others},
  booktitle = {2020 23rd Conference on Innovation in Clouds, Internet and Networks (ICIN)},
  year = {2020}
}

Member Verification Service Architecture based on Multiple Microservices for Edge Devices

Jaewon Moon, Seungwoo Kum, Y. Kim, and 1 more author

In Proceedings of the Korean Society of Broadcast Engineers Conference, 2020

Bib

@inproceedings{moon2020memberverification,
  title = {Member Verification Service Architecture based on Multiple Microservices for Edge Devices},
  author = {Moon, Jaewon and Kum, Seungwoo and Kim, Y. and Yu, M.},
  booktitle = {Proceedings of the Korean Society of Broadcast Engineers Conference},
  pages = {26--27},
  year = {2020}
}

Methods on Kubernetes-based deployment of IoMT software

Seungwoo Kum, Y. Kim, M. Yu, and 1 more author

In Proceedings of the Korean Society of Broadcast Engineers Conference, 2020

Bib

@inproceedings{kum2020kubernetes,
  title = {Methods on Kubernetes-based deployment of IoMT software},
  author = {Kum, Seungwoo and Kim, Y. and Yu, M. and Moon, Jaewon},
  booktitle = {Proceedings of the Korean Society of Broadcast Engineers Conference},
  pages = {528--529},
  year = {2020}
}

Kubernetes Microservices for Video-based Member Verification Application

Y. Kim and Seungwoo Kum

In Proceedings of the Korean Society of Broadcast Engineers Conference, 2020

Bib

@inproceedings{kim2020microservices,
  title = {Kubernetes Microservices for Video-based Member Verification Application},
  author = {Kim, Y. and Kum, Seungwoo},
  booktitle = {Proceedings of the Korean Society of Broadcast Engineers Conference},
  pages = {45--46},
  year = {2020}
}

2019

Deploying deep neural network on edge-cloud environment

Seungwoo Kum, Y. Kim, and Jaewon Moon

In 2019 International Conference on Information and Communication Technology Convergence (ICTC), 2019

DOI Bib

@inproceedings{kum2019dnnedge,
  title = {Deploying deep neural network on edge-cloud environment},
  doi = {10.1109/ictc46691.2019.8939740},
  author = {Kum, Seungwoo and Kim, Y. and Moon, Jaewon},
  booktitle = {2019 International Conference on Information and Communication Technology Convergence (ICTC)},
  year = {2019}
}

A heterogeneous IoT data analysis framework with collaboration of edge-cloud computing: Focusing on indoor PM10 and PM2.5 status prediction

Jaewon Moon, Seungwoo Kum, and S. Lee

Sensors, 2019

DOI Bib

@article{moon2019heterogeneous,
  title = {A heterogeneous IoT data analysis framework with collaboration of edge-cloud computing: Focusing on indoor PM10 and PM2.5 status prediction},
  doi = {10.3390/s19143038},
  author = {Moon, Jaewon and Kum, Seungwoo and Lee, S.},
  journal = {Sensors},
  volume = {19},
  number = {14},
  pages = {3038},
  year = {2019}
}

A Platform Providing Interactive Signage Based on Edge-cloud Cooperation

Jaewon Moon, Seungwoo Kum, and S. Lee

Journal of Internet Computing and Services, 2019

Bib

@article{moon2019signage,
  title = {A Platform Providing Interactive Signage Based on Edge-cloud Cooperation},
  author = {Moon, Jaewon and Kum, Seungwoo and Lee, S.},
  journal = {Journal of Internet Computing and Services},
  volume = {20},
  number = {2},
  pages = {39--49},
  year = {2019}
}

Design and Implementation of Object Detector based on IoMT Standard

Seungwoo Kum, Jaewon Moon, and Y. Kim

In Proceedings of the Korean Society of Broadcast Engineers Conference, 2019

Bib

@inproceedings{kum2019objectdetector,
  title = {Design and Implementation of Object Detector based on IoMT Standard},
  author = {Kum, Seungwoo and Moon, Jaewon and Kim, Y.},
  booktitle = {Proceedings of the Korean Society of Broadcast Engineers Conference},
  pages = {296--297},
  year = {2019}
}

2018

Service Mediation Gateway for Heterogeneous IoT Services Harmonization

Seungwoo Kum and Jaewon Moon

In 2018 Tenth International Conference on Ubiquitous and Future Networks (ICUFN), 2018

DOI Bib

@inproceedings{kum2018gateway,
  title = {Service Mediation Gateway for Heterogeneous IoT Services Harmonization},
  doi = {10.1109/icufn.2018.8437044},
  author = {Kum, Seungwoo and Moon, Jaewon},
  booktitle = {2018 Tenth International Conference on Ubiquitous and Future Networks (ICUFN)},
  year = {2018}
}

2017

Introduction to the design of personalized user interface platform with recommended contents

Jaewon Moon, Seungwoo Kum, and S. Lee

In Proceedings of the 3rd International Conference on Communication and Information Processing (ICCIP), 2017

DOI Bib

@inproceedings{moon2017personalizedui,
  title = {Introduction to the design of personalized user interface platform with recommended contents},
  doi = {10.1145/3162957.3163034},
  author = {Moon, Jaewon and Kum, Seungwoo and Lee, S.},
  booktitle = {Proceedings of the 3rd International Conference on Communication and Information Processing (ICCIP)},
  year = {2017}
}

Design of fog computing based IoT application architecture

Seungwoo Kum, Jaewon Moon, and T. B. Lim

In 2017 IEEE 7th International Conference on Consumer Electronics-Berlin (ICCE-Berlin), 2017

DOI Bib

@inproceedings{kum2017fog,
  title = {Design of fog computing based IoT application architecture},
  doi = {10.1109/icce-berlin.2017.8210598},
  author = {Kum, Seungwoo and Moon, Jaewon and Lim, T. B.},
  booktitle = {2017 IEEE 7th International Conference on Consumer Electronics-Berlin (ICCE-Berlin)},
  year = {2017}
}

Implementation of Fog Computing Architecture for IoT Service on Hybrid Broadcast Environment

Seungwoo Kum, T. B. Lim, and J. I. Park

Journal of Broadcast Engineering, 2017

DOI Bib

@article{kum2017fogbroadcast,
  title = {Implementation of Fog Computing Architecture for IoT Service on Hybrid Broadcast Environment},
  doi = {10.5909/jbe.2017.22.1.107},
  author = {Kum, Seungwoo and Lim, T. B. and Park, J. I.},
  journal = {Journal of Broadcast Engineering},
  volume = {22},
  number = {1},
  pages = {107--117},
  year = {2017}
}

Design and implementation of platform providing adaptive contents based on IBB companion screen service

Jaewon Moon, T. B. Lim, Seungwoo Kum, and 2 more authors

Journal of Broadcast Engineering, 2017

DOI Bib

@article{moon2017adaptive,
  title = {Design and implementation of platform providing adaptive contents based on IBB companion screen service},
  doi = {10.5909/jbe.2017.22.1.95},
  author = {Moon, Jaewon and Lim, T. B. and Kum, Seungwoo and Nam, Y. S. and Lee, S.},
  journal = {Journal of Broadcast Engineering},
  volume = {22},
  number = {1},
  pages = {95--106},
  year = {2017}
}

2016

IoT Delegate: Smart Home Framework for Heterogeneous IoT Service Collaboration

Seungwoo Kum, M. Kang, and J. I. Park

KSII Transactions on Internet and Information Systems, 2016

DOI Bib

@article{kum2016iotdelegate,
  title = {IoT Delegate: Smart Home Framework for Heterogeneous IoT Service Collaboration},
  doi = {10.3837/tiis.2016.08.029},
  author = {Kum, Seungwoo and Kang, M. and Park, J. I.},
  journal = {KSII Transactions on Internet and Information Systems},
  volume = {10},
  number = {8},
  year = {2016}
}

Design and implementation of IoT planner: Device interaction service for IoT

Seungwoo Kum, S. Kim, Y. R. Jeon, and 2 more authors

In 2016 Eighth International Conference on Ubiquitous and Future Networks (ICUFN), 2016

DOI Bib

@inproceedings{kum2016iotplanner,
  title = {Design and implementation of IoT planner: Device interaction service for IoT},
  doi = {10.1109/icufn.2016.7537066},
  author = {Kum, Seungwoo and Kim, S. and Jeon, Y. R. and Moon, Jaewon and Lim, T. B.},
  booktitle = {2016 Eighth International Conference on Ubiquitous and Future Networks (ICUFN)},
  year = {2016}
}

Personalized video composition method based on user intention learning

J. Park, K. W. Kim, J. J. Jung, and 4 more authors

In 2016 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 2016

DOI Bib

@inproceedings{park2016videocomposition,
  title = {Personalized video composition method based on user intention learning},
  doi = {10.1109/bmsb.2016.7522006},
  author = {Park, J. and Kim, K. W. and Jung, J. J. and Moon, Jaewon and Kum, Seungwoo and Chun, J. and Lim, T. B.},
  booktitle = {2016 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)},
  year = {2016}
}

Companion Screen Service Architecture for IoT Collaboration

Seungwoo Kum, Jaewon Moon, Y. R. Jeon, and 1 more author

In Proceedings of the Korean Society of Broadcast Engineers Conference, 2016

Bib

@inproceedings{kum2016companionscreen,
  title = {Companion Screen Service Architecture for IoT Collaboration},
  author = {Kum, Seungwoo and Moon, Jaewon and Jeon, Y. R. and Lim, T. B.},
  booktitle = {Proceedings of the Korean Society of Broadcast Engineers Conference},
  pages = {182--183},
  year = {2016}
}

2015

A context-aware matching system to improve user-perceived quality

D. Kim, J. Park, Seungwoo Kum, and 1 more author

IEEE Transactions on Consumer Electronics, 2015

DOI Bib

@article{kim2015contextaware,
  title = {A context-aware matching system to improve user-perceived quality},
  doi = {10.1109/tce.2015.7389809},
  author = {Kim, D. and Park, J. and Kum, Seungwoo and Chung, K.},
  journal = {IEEE Transactions on Consumer Electronics},
  volume = {61},
  number = {4},
  pages = {531--538},
  year = {2015}
}

A novel design of IoT cloud delegate framework to harmonize cloud-scale IoT services

Seungwoo Kum, Jaewon Moon, T. B. Lim, and 1 more author

In 2015 IEEE International Conference on Consumer Electronics (ICCE), 2015

DOI Bib

@inproceedings{kum2015iotcloud,
  title = {A novel design of IoT cloud delegate framework to harmonize cloud-scale IoT services},
  doi = {10.1109/icce.2015.7066399},
  author = {Kum, Seungwoo and Moon, Jaewon and Lim, T. B. and Park, J. I.},
  booktitle = {2015 IEEE International Conference on Consumer Electronics (ICCE)},
  pages = {247--248},
  year = {2015}
}

Design and implementation of IoT collaboration module supporting user context management

Seungwoo Kum, T. B. Lim, and J. I. Park

IEMEK Journal of Embedded Systems and Applications, 2015

DOI Bib

@article{kum2015collaboration,
  title = {Design and implementation of IoT collaboration module supporting user context management},
  doi = {10.14372/iemek.2015.10.3.129},
  author = {Kum, Seungwoo and Lim, T. B. and Park, J. I.},
  journal = {IEMEK Journal of Embedded Systems and Applications},
  volume = {10},
  number = {3},
  pages = {129--137},
  year = {2015}
}

2014

A Framework for Providing Dynamic Context-Aware User Interface of the Secondary Devices using the SmartTV in Home Network Environment

Jaewon Moon, Tae-Beom Lim, Sungju Park, and 4 more authors

In 3rd International Conference on Computer Science and Service System, 2014

DOI Bib

@inproceedings{moon2014smarttv,
  title = {A Framework for Providing Dynamic Context-Aware User Interface of the Secondary Devices using the SmartTV in Home Network Environment},
  doi = {10.2991/csss-14.2014.135},
  author = {Moon, Jaewon and Lim, Tae-Beom and Park, Sungju and Kum, Seungwoo and Kim, Kyungwon and Park, Jongbin and others},
  booktitle = {3rd International Conference on Computer Science and Service System},
  pages = {579--582},
  year = {2014}
}

Device Virtualization Framework for Smart Home Cloud Service

K. Kim, J. Park, Seungwoo Kum, and 3 more authors

Telecommunications Review, 2014

Bib

@article{kim2014devicevirtualization,
  title = {Device Virtualization Framework for Smart Home Cloud Service},
  author = {Kim, K. and Park, J. and Kum, Seungwoo and Jung, J. and Yang, C. M. and Lim, T. B.},
  journal = {Telecommunications Review},
  volume = {24},
  number = {5},
  pages = {677--691},
  year = {2014}
}

A System Providing Real-Time User Interface considering User context

Jaewon Moon, T. B. Lim, Seungwoo Kum, and 1 more author

In Proceedings of the Korean Society of Broadcast Engineers Conference, 2014

Bib

@inproceedings{moon2014realtimeui,
  title = {A System Providing Real-Time User Interface considering User context},
  author = {Moon, Jaewon and Lim, T. B. and Kum, Seungwoo and Shin, D. H.},
  booktitle = {Proceedings of the Korean Society of Broadcast Engineers Conference},
  pages = {116--117},
  year = {2014}
}

Home appliance control and monitoring system model based on cloud computing technology

Y. Cui, M. Kim, Seungwoo Kum, and 4 more authors

In Mobile, Ubiquitous, and Intelligent Computing (MUSIC 2013), 2014

DOI Bib

@inproceedings{cui2014homeappliance,
  title = {Home appliance control and monitoring system model based on cloud computing technology},
  doi = {10.1007/978-3-642-40675-1_54},
  author = {Cui, Y. and Kim, M. and Kum, Seungwoo and Jung, J. and Lim, T. B. and Lee, H. and Choi, O.},
  booktitle = {Mobile, Ubiquitous, and Intelligent Computing (MUSIC 2013)},
  pages = {353--357},
  year = {2014}
}

Proposal for a Responsive User Interface System based on MPEG-UD

Jaewon Moon, T. B. Lim, Seungwoo Kum, and 2 more authors

Journal of Internet Computing and Services, 2014

DOI Bib

@article{moon2014mpegud,
  title = {Proposal for a Responsive User Interface System based on MPEG-UD},
  doi = {10.7472/jksii.2014.15.5.83},
  author = {Moon, Jaewon and Lim, T. B. and Kum, Seungwoo and Kim, T. and Shin, D. H.},
  journal = {Journal of Internet Computing and Services},
  volume = {15},
  number = {5},
  pages = {83--93},
  year = {2014}
}

Adaptive Contents Management Framework and Cloud Authoring Server Based on Dynamic User-Context

Jaewon Moon, T. B. Lim, Seungwoo Kum, and 2 more authors

2014

DOI Bib

@misc{moon2014adaptivecontents,
  title = {Adaptive Contents Management Framework and Cloud Authoring Server Based on Dynamic User-Context},
  doi = {10.14257/astl.2014.54.20},
  author = {Moon, Jaewon and Lim, T. B. and Kum, Seungwoo and Jeong, J. and Shin, D. H.},
  year = {2014}
}

2013

A framework for dynamic context-awarable user interfaces of the second screen devices in a home network environment

Jaewon Moon, T. B. Lim, K. W. Kim, and 3 more authors

In 2013 IEEE 37th Annual Computer Software and Applications Conference (COMPSAC), 2013

DOI Bib

@inproceedings{moon2013secondscreen,
  title = {A framework for dynamic context-awarable user interfaces of the second screen devices in a home network environment},
  doi = {10.1109/compsac.2013.50},
  author = {Moon, Jaewon and Lim, T. B. and Kim, K. W. and Kum, Seungwoo and Yoon, M. and Cho, K.},
  booktitle = {2013 IEEE 37th Annual Computer Software and Applications Conference (COMPSAC)},
  pages = {284--285},
  year = {2013}
}

2012

Design and implementation of automatic device selection for home network devices

Seungwoo Kum, T. Lim, and S. Lee

In 2012 IEEE Second International Conference on Consumer Electronics-Berlin (ICCE-Berlin), 2012

DOI Bib

@inproceedings{kum2012deviceselection,
  title = {Design and implementation of automatic device selection for home network devices},
  doi = {10.1109/icce-berlin.2012.6336522},
  author = {Kum, Seungwoo and Lim, T. and Lee, S.},
  booktitle = {2012 IEEE Second International Conference on Consumer Electronics-Berlin (ICCE-Berlin)},
  year = {2012}
}

Scalable Remote User Interface Technology in IGRS

T. B. Lim and Seungwoo Kum

Communications of the Korean Institute of Information Scientists and Engineers, 2012

Bib

@article{lim2012igrs,
  title = {Scalable Remote User Interface Technology in IGRS},
  author = {Lim, T. B. and Kum, Seungwoo},
  journal = {Communications of the Korean Institute of Information Scientists and Engineers},
  year = {2012}
}

Method for Home Network Contents Access on Home Gateway

Seungwoo Kum, T. Lim, and S. P. Lee

In Proceedings of the Korean Society of Broadcast Engineers Conference, 2012

Bib

@inproceedings{kum2012homegateway,
  title = {Method for Home Network Contents Access on Home Gateway},
  author = {Kum, Seungwoo and Lim, T. and Lee, S. P.},
  booktitle = {Proceedings of the Korean Society of Broadcast Engineers Conference},
  pages = {213--214},
  year = {2012}
}

2011

Design and implementation of aggregation framework for UPnP/DLNA media server

Seungwoo Kum, K. W. Kim, Y. J. Lee, and 2 more authors

In 2011 Proceedings of 20th International Conference on Computer Communications and Networks (ICCCN), 2011

DOI Bib

@inproceedings{kum2011aggregation,
  title = {Design and implementation of aggregation framework for UPnP/DLNA media server},
  doi = {10.1109/icccn.2011.6005817},
  author = {Kum, Seungwoo and Kim, K. W. and Lee, Y. J. and Lim, T. B. and Lee, S. P.},
  booktitle = {2011 Proceedings of 20th International Conference on Computer Communications and Networks (ICCCN)},
  year = {2011}
}

Implementation of Content List Aggregation for Home Network

Seungwoo Kum, K. W. Kim, T. B. Lim, and 1 more author

In Proceedings of the Korean Society of Broadcast Engineers Conference, 2011

Bib

@inproceedings{kum2011contentlist,
  title = {Implementation of Content List Aggregation for Home Network},
  author = {Kum, Seungwoo and Kim, K. W. and Lim, T. B. and Lee, S. P.},
  booktitle = {Proceedings of the Korean Society of Broadcast Engineers Conference},
  pages = {75--77},
  year = {2011}
}

2010

Introduction to content description aggregation service for sharing home media contents

Seungwoo Kum, T. B. Lim, and S. P. Lee

In 2010 Digest of Technical Papers International Conference on Consumer Electronics (ICCE), 2010

DOI Bib

@inproceedings{kum2010contentdescription,
  title = {Introduction to content description aggregation service for sharing home media contents},
  doi = {10.1109/icce.2010.5418954},
  author = {Kum, Seungwoo and Lim, T. B. and Lee, S. P.},
  booktitle = {2010 Digest of Technical Papers International Conference on Consumer Electronics (ICCE)},
  year = {2010}
}

2009

Design of Broadcasting Retransmission System using UPnP

Seungwoo Kum, T. B. Lim, and S. P. Lee

In Proceedings of the Korean Society of Broadcast Engineers Conference, 2009

Bib

@inproceedings{kum2009retransmission,
  title = {Design of Broadcasting Retransmission System using UPnP},
  author = {Kum, Seungwoo and Lim, T. B. and Lee, S. P.},
  booktitle = {Proceedings of the Korean Society of Broadcast Engineers Conference},
  pages = {341--344},
  year = {2009}
}

2008

Metadata retrieval using RTCP for multimedia streaming

Seungwoo Kum, T. B. Lim, and S. P. Lee

In Pacific-Rim Conference on Multimedia (PCM), 2008

DOI Bib

@inproceedings{kum2008metadata,
  title = {Metadata retrieval using RTCP for multimedia streaming},
  doi = {10.1007/978-3-540-89796-5_89},
  author = {Kum, Seungwoo and Lim, T. B. and Lee, S. P.},
  booktitle = {Pacific-Rim Conference on Multimedia (PCM)},
  pages = {815--820},
  year = {2008}
}