Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 11, No. 9, Sep. 2022


Web-Based Data Analysis Service for Smart Farms
Jimin Jung, Jihyun Lee, Hyemin Noh
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 9, pp. 355-362, Sep. 2022
https://doi.org/10.3745/KTSDE.2022.11.9.355
Keywords: precision agriculture, Smart Farm, Growth Data Analysis, Data Analysis-as-a-Web-Service

Grasping a Target Object in Clutter with an Anthropomorphic Robot Hand via RGB-D Vision Intelligence, Target Path Planning and Deep Reinforcement Learning
Ga Hyeon Ryu, Ji-Heon Oh, Jin Gyun Jeong, Hwanseok Jung, Jin Hyuk Lee, Patricio Rivera Lopez, Tae-Seong Kim
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 9, pp. 363-370, Sep. 2022
https://doi.org/10.3745/KTSDE.2022.11.9.363  
Keywords: Anthropomorphic Robot Hand, Reinforcement Learning, Path Planning, Object Detection

Performance Improvement Method of Convolutional Neural Network Using Combined Parametric Activation Functions
Young Min Ko, Peng Hang Li, Sun Woo Ko
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 9, pp. 371-380, Sep. 2022
https://doi.org/10.3745/KTSDE.2022.11.9.371
Keywords: Convolutional Neural Network, Nonlinear Activation Function, Combined Parametric Activation Function, Loss Function

Understanding the Categories and Characteristics of Depressive Moods in Chatbot Data
HyoJin Chin, Chani Jung, Gumhee Baek, Chiyoung Cha, Jeonghoi Choi, Meeyoung Cha
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 9, pp. 381-390, Sep. 2022
https://doi.org/10.3745/KTSDE.2022.11.9.381
Keywords: Chatbot, Depressive Discourse, Depressive Moods, Mental Health

Development of Mobile Application Prototype Inducing Learner’s Attention
Kyoung Eui Roh, Chan Haeng Lee, Ji Su Park, Jin Gon Shon
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 9, pp. 391-398, Sep. 2022
https://doi.org/10.3745/KTSDE.2022.11.9.391
Keywords: Learner’s Attention, Learning Effect, Learner’s Emotion, Non face-to-face class, application