KIPS Transactions on
Software and Data Engineering

Published by KIPS (Korea Information Processing Society)
Frequency: Monthly, ISSN 2287-5905 (Print), ISSN 2734-0503 (Online)

KIPS Trans. Softw. and Data Eng. was merged and renamed from The KIPS Transaction: Part B (1598-284X) and The KIPS Transaction: Part D (1598-2866), which were first published in 1994. After the official meeting of the Korea Information Processing Society in April 13, 2012 in Seoul, Korea, the board members of the Society decided to publish the journal dealing with software and data engineering research not only in Korea but also in the world. This work was supported by the Korean Federation of Science and Technology Societies (KOFST) grant funded by the Korean Government, indexed by Korea Science, Korea Citation Index (KCI), and EBSCO.

Online Submission

Highlights more

Performance Improvement Method of Fully Connected Neural Network Using Combined Parametric Activation Functions

Deep neural networks are widely used to solve various problems. In a fully connected neural network, the nonlinear activation function is a function that nonlinearly transforms the input value and outputs it. The nonlinear activation function plays a...
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De Novo Drug Design Using Self-Attention Based Variational Autoencoder

De novo drug design is the process of developing new drugs that can interact with biological targets such as protein receptors. Traditional process of de novo drug design consists of drug candidate discovery and drug development, but it requires a lo...
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Automatic Adaptation Based Metaverse Virtual Human Interaction

Recently, virtual human has been widely used in various fields such as education, training, information guide. In addition, it is expected to be applied to services that interact with remote users in metaverse. In this paper, we propose a novel metho...
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Korean Morphological Analysis Method Based on BERT-Fused Transformer Model

Morphemes are most primitive units in a language that lose their original meaning when segmented into smaller parts. In Korean, a sentence is a sequence of eojeols (words) separated by spaces. Each eojeol comprises one or more morphemes. Korean morph...
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Most Downloaded Papers (2020 ~ 2022) more

Korean Machine Reading Comprehension for Patent Consultation Using BERT
Jae-Ok Min, Jin-Woo Park, Yu-Jeong Jo, Bong-Gun Lee
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 4, pp. 145-152, Apr. 2020
Keywords: Natural Language Processing, MRC, Machine Reading Comprehension, Patent, BERT

KG_VCR: A Visual Commonsense Reasoning Model Using Knowledge Graph
JaeYun Lee, Incheol Kim
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 3, pp. 91-100, Mar. 2020
Keywords: Visual Commonsense Reasoning, deep neural network, Graph Convolutional Network, Knowledge Graph Embedding

Prediction of English Premier League Game Using an Ensemble Technique
Yi Jae Hyun, Lee Soo Won
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 5, pp. 161-168, May. 2020
Keywords: Machine Learning, Artificial intelligence, Sports Game Prediction, Ensemble Technique, Data Analysis

Topic Analysis of the National Petition Site and Prediction of Answerable Petitions Based on Deep Learning
Woo Yun Hui, Hyon Hee Kim
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 2, pp. 45-52, Feb. 2020  
Keywords: National Petition, Topic Analysis, topic modeling, K-Means Clustering, LSTM, Deep Learning

Design and Implementation of Immersive Media System Based on Dynamic Projection Mapping and Gesture Recognition
Kim Sang Joon, Koh You Jin, Yoo-Joo Choi
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 3, pp. 109-122, Mar. 2020
Keywords: Dynamic Projection Mapping, Realistic Media, Augmented Reality, Drawing System

Latest Publication | (Vol. 11, No.7, Jul. 2022)|

Code Coverage Measurement in Configurable Software Product Line Testing
Soobin Han, Jihyun Lee, Seoyeon Go
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 7, pp. 273-282, Jul. 2022
Keywords: Configurable Software Product Line, Software Product Line Testing, Test Coverage Measurement, Code Coverage

A Study on the Blockchain-Based Bill of Lading System to Improve Usability
Ju-young Lee, Hyun-a Kim, Chae-min Sung, Joung-min Kim, Sungwook Kim
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 7, pp. 283-290, Jul. 2022
Keywords: Blockchain, Bill of Lading, Smart Contract, Dapp

Exploiting Chunking for Dependency Parsing in Korean
Young Namgoong, Jae-Hoon Kim
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 7, pp. 291-298, Jul. 2022
Keywords: Dependency Structure, Constituent, Chunking, Parsing

Learning Method for Regression Model by Analysis of Relationship Between Input and Output Data with Periodicity
Hye-Jin Kim, Ye-Seul Park, Jung-Won Lee
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 7, pp. 299-306, Jul. 2022
Keywords: Neural Network, Fault diagnosis, Sensor data, Regression Model, Thermal Estimation

Electric Power Demand Prediction Using Deep Learning Model with Temperature Data
Hyoup-Sang Yoon, Seok-Bong Jeong
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 7, pp. 307-314, Jul. 2022
Keywords: Electric Power Demand Prediction, Deep Learning, WaveNet, Temperature Data

Publication Ethics

With regard to ethical standards, KTSDE (KIPS Transactions on Software and Data Engineering) takes plagiarism very seriously and thoroughly checks all articles. KTSDE defines research ethics as securing objectivity and accuracy in the execution of research and the conclusion of results without any unintentional errors resulting from negligence or incorrect knowledge, etc. and without any intentional misconduct such as falsification, plagiarism, etc. When an author submits a paper to the KTSDE online submission and peer-review system, he/she should also upload the separate file "author check list" which contains a statement that all his/her research has been performed in accordance with ethical standards.

Among the KTSDE editorial board members, there are vice editor-in-chiefs who support KTSDE by dealing with any ethical problems associated with the publication process and give advice on how to handle cases of suspected research and publication misconduct. When the KTSDE manuscript editor (or the KTCCS secretary) looks over submitted papers and checks that they are suitable for further processing, the manuscript editor also routes them to the CrossCheck service provided by iThenticate. Based on the results provided by the CrossCheck service, the KTSDE vice editor-in-chiefs inform the KTSDE editor-in-chief of any plagiarism that is detected in a paper. Then, the KTSDE editor-in-chief communicates such detection to the author(s) while rejecting the paper.

  Open Access

Since 2012, all papers published in KTSDE are subjected to a peer review and upon acceptance are immediately made permanently available free of charge for everyone worldwide to read and download from the journal’s homepage ( without any subscription fee or personal registration. They are 'Open Access' papers distributed under the terms of the Creative Commons Attribution Non-Commercial License ( which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. This policy supports and encourages the publication of quality papers, making the journal an international forum for the exchange of different ideas and experiences.

Contact Information

KTSDE Secretary: Young-Suk Yun
Phone: +82-2-2077-1414, Fax: +82-2-2077-1472