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Search: "[ keyword: Big data ]" (16)
    Development of a Model for Predicting the Severity of Traffic Accidents and Analysis of Accident Factors based on Machine Learning
    Kim Jung Hyuk, Cho Nam Wook The Transactions of the Korea Information Processing Society, Vol. 14, No. 2, pp. 72-81, Feb. 2025
    https://doi.org/10.3745/TKIPS.2025.14.2.72
    Keywords: Machine Learning, Big data, Traffic Accident, Severity Prediction, Accident Factors


    Analysis of the Effectiveness of Big Data-Based Six Sigma Methodology: Focus on DX SS
    Kim Jung Hyuk, Kim Yoon Ki KIPS Transactions on Software and Data Engineering, Vol. 13, No. 1, pp. 1-16, Jan. 2024
    https://doi.org/10.3745/KTSDE.2024.13.1.1
    Keywords: Big data, 6 Sigma, Effectiveness Analysis, Key Success Policy


    A Study on Classification Models for Predicting Bankruptcy Based on XAI
    Jihong Kim, Nammee Moon KIPS Transactions on Software and Data Engineering, Vol. 12, No. 8, pp. 333-340, Aug. 2023
    https://doi.org/10.3745/KTSDE.2023.12.8.333  
    Keywords: Big data, Classification Model, Explainable AI, Bagging, Boosting, Ensemble


    Big Data Activation Plan for Digital Transformation of Agriculture and Rural
    Won Suk Lee, Kyungja Son, Daeho Jun, Yongtae Shin KIPS Transactions on Software and Data Engineering, Vol. 9, No. 8, pp. 235-242, Aug. 2020
    https://doi.org/10.3745/KTSDE.2020.9.8.235
    Keywords: Agriculture, Rural, Digital Transformation, Big data, Platform, Strategy Plan


    Development of Joint-Based Motion Prediction Modelfor Home Co-Robot Using SVM
    Sungyeob Yoo, Dong-Yeon Yoo, Ye-Seul Park, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 8, No. 12, pp. 491-498, Dec. 2019
    https://doi.org/10.3745/KTSDE.2019.8.12.491
    Keywords: Machine Learning, IoT, Digital Twin, Big data, Co-Robot


    Detecting and Avoiding Dangerous Area for UAVs Using Public Big Data
    Park Kyung Seok, Kim Min Jun, Kim Sung Ho KIPS Transactions on Software and Data Engineering, Vol. 8, No. 6, pp. 243-250, Jun. 2019
    https://doi.org/10.3745/KTSDE.2019.8.6.243
    Keywords: UAV, Big data, Autopilot, Changes in Flight Environment, Dangerous Area


    Bio-Sensing Convergence Big Data Computing Architecture
    Myung-Sook Ko, Tae-Gyu Lee KIPS Transactions on Software and Data Engineering, Vol. 7, No. 2, pp. 43-50, Feb. 2018
    10.3745/KTSDE.2018.7.2.43
    Keywords: Bio-Sensing, Wearable Device, Digital Patch, Big Data, Hadoop, Dynamic Process


    Unstructured Data Processing Using Keyword-Based Topic-Oriented Analysis
    Myung-Sook Ko KIPS Transactions on Software and Data Engineering, Vol. 6, No. 11, pp. 521-526, Nov. 2017
    10.3745/KTSDE.2017.6.11.521
    Keywords: Big data, Tag Cloud, Correlation Network, Topic Modeling


    A Comparative Analysis of Cognitive Change about Big Data Using Social Media Data Analysis
    Youdong Yun, Jaechoon Jo, Yuna Hur, Heuiseok Lim KIPS Transactions on Software and Data Engineering, Vol. 6, No. 7, pp. 371-378, Jul. 2017
    10.3745/KTSDE.2017.6.7.371
    Keywords: Social Media, Big Data, Opinion Mining, Word Cloud, Annual Key-Words


    Storm-Based Dynamic Tag Cloud for Real-Time SNS Data
    Siwoon Son, Dasol Kim, Sujeong Lee, Myeong-Seon Gil, Yang-Sae Moon KIPS Transactions on Software and Data Engineering, Vol. 6, No. 6, pp. 309-314, Jun. 2017
    10.3745/KTSDE.2017.6.6.309
    Keywords: Dynamic Visualization, Big Data, Real-time Processing, SNS Analysis, Tag Cloud


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