JICS

1. Control-Path Driven Process-Group Discovery Framework and its Experimental Validation for Process Mining and Reengineering

Thanh Hai Nguyen, Kwanghoon Pio Kim, Vol. 24, No. 5, pp. 51-66, Oct. 2023

10.7472/jksii.2023.24.5.51
Keywords: Business Process Models, information control nets, Distributed Process Management Systems, Process Intelligence, Process Control-Path Knowledge Discovery, Process Mining, Process Reengineering

2. Advances and Issues in Federated Learning Open Platforms: A Systematic Comparison and Analysis

JinSoo Kim, SeMo Yang, KangYoon Lee, KwangKee Lee, Vol. 24, No. 4, pp. 1-13, Aug. 2023

10.7472/jksii.2023.24.4.1
Keywords: Federated learning, Distributed Learning, FL Framework, Open Source

3. Random Balance between Monte Carlo and Temporal Difference in off-policy Reinforcement Learning for Less Sample-Complexity

Chayoung Kim, Seohee Park, Woosik Lee, Vol. 21, No. 5, pp. 1-7, Oct. 2020

10.7472/jksii.2020.21.5.1
Keywords: Deep Q-Network, Temporal Difference, Monte Carlo, Reinforcement Learning, Variation and Bias Balance

4. Design of Blockchain Application based on Fingerprint Recognition Module for FIDO User Authentification in Shoppingmall

Min-goo Kang, Vol. 21, No. 2, pp. 65-72, Apr. 2020

10.7472/jksii.2020.21.2.65
Keywords: Blockchain, biometric distributed ID(DID), fingerprint recognition FIDO2.0, S10 Key-store, crypto-currency transaction

5. A Longitudinal Study on Customers’ Usable Features and Needs of Activity Trackers as IoT based Devices

Suk-Ki Hong, Sang-Chul Yoon, Vol. 20, No. 1, pp. 17-24, Feb. 2019

10.7472/jksii.2019.20.1.17
Keywords: Internet of Things (IoT), Activity Trackers, longitudinal study, Variance of Analysis (ANOVA), Word Clouding Technique

6. Real Time Distributed Parallel Processing to Visualize Noise Map with Big Sensor Data and GIS Data for Smart Cities

Jong-Won Park, Ye-Chan Sim, Hae-Sun Jung, Yong-Woo Lee, Vol. 19, No. 4, pp. 1-6, Aug. 2018

10.7472/jksii.2018.19.4.1
Keywords: Smart Cities, Geographical Information, Big Sensor Data Stream, Generation of Real-time three Dimensional Noise Maps, Real-time Distributed Parallel Processing, Performance Evaluation

7. Research for Efficient Massive File I/O on Parallel Programs

Gyuhyeon Hwang, Youngtae Kim, Vol. 18, No. 2, pp. 53-60, Apr. 2017

10.7472/jksii.2017.18.2.53
Keywords: Parallel I/O, Collective I/O, Distributed memory computer, MPI-IO, NFS

8. Outlier Detection Based on MapReduce for Analyzing Big Data

Yejin Hong, Eunhee Na, Yonghwan Jung, Yangwoo Kim, Vol. 18, No. 1, pp. 27-36, Feb. 2017

10.7472/jksii.2017.18.1.27
Keywords: Big data, Outlier, MapReduce, Distributed Processing, Spark

9. Clustering Algorithm using the DFP-Tree based on the MapReduce

Young-Won Seo, Chang-soo Kim, Vol. 16, No. 6, pp. 23-30, Dec. 2015

10.7472/jksii.2015.16.6.23
Keywords: SData Mining, Frequent-Pattern tree, Clustering Algorithms, Distributed Processing System, Recommendation System, Map Reduce

10. An Explorative Study on the Features of Activity Trackers as IoT based Wearable Devices

Suk-Ki Hong, Vol. 16, No. 5, pp. 93-98, Oct. 2015

10.7472/jksii.2015.16.5.93
Keywords: Internet of Things (IoT), Activity Trackers, Customer Needs, Wearable Devices, Variance of Analysis