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

Graph Reasoning and Context Fusion for Multi-Task, Multi-Hop Question Answering

Recently, in the field of open domain natural language question answering, multi-task, multi-hop question answering has been studied extensively. In this paper, we propose a novel deep neural network model using hierarchical graphs to answer effectiv...
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Distracted Driver Detection and Characteristic Area Localization by Combining CAM-Based Hierarchical and Horizontal Classification Models

Driver negligence accounts for the largest proportion of the causes of traffic accidents, and research to detect them is continuously being conducted. This paper proposes a method to accurately detect a distracted driver and localize the most charact...
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Unsupervised Abstractive Summarization Method that Suitable for Documents with Flows

Recently, a breakthrough has been made in the NLP area by Transformer techniques based on encoder-decoder. However, this only can be used in mainstream languages where millions of dataset are well-equipped, such as English and Chinese, and there is a...
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A Study of Tram-Pedestrian Collision Prediction Method Using YOLOv5 and Motion Vector

In recent years, autonomous driving technologies have become a high-value-added technology that attracts attention in the fields of science and industry. For smooth Self-driving, it is necessary to accurately detect an object and estimate its movemen...
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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.6, Jun. 2022)|

Study for Design of Defect Management to Improve the Quality of IoT Products
Kim Jae Gyeong, Choi Yeong Sook, Cho Kyeong Rok, Lee Eun Ser
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 229-236, Jun. 2022
Keywords: IoT, fire detection, Defect Management, Factor Analysis, Defect Tracking

Deep Learning-Based Personalized Recommendation Using Customer Behavior and Purchase History in E-Commerce
Da Young Hong, Ga Yeong Kim, Hyon Hee Kim
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 237-244, Jun. 2022
Keywords: Online Behavior Log, Purchase History, VAE-based Recommendation, Extracting Latent Space

Comparison of Deep Learning Models Using Protein Sequence Data
Jeung Min Lee, Hyun Lee
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 245-254, Jun. 2022
Keywords: CNN, LSTM, GRU, Combined Model, Protein Sequence

Examination of Aggregate Quality Using Image Processing Based on Deep-Learning
Kim Seong Kyu, Choi Woo Bin, Lee Jong Se, Lee Won Gok, Choi Gun Oh, Bae You Suk
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 255-266, Jun. 2022
Keywords: Fineness Modulus, Aggregate Shape Rate, Aggregate Grading, Concrete, image processing, HED

A Blockchain-Based Cheating Detection System for Online Examination
Goo Mo Nam, Ji Su Park, Jin Gon Shon
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 267-272, Jun. 2022
Keywords: Blockchain, Online Examination, Cheating Detection

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