Most Downloaded Papers (2020 ~ 2022)


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
https://doi.org/10.3745/KTSDE.2020.9.4.145
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
https://doi.org/10.3745/KTSDE.2020.9.3.91
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
https://doi.org/10.3745/KTSDE.2020.9.5.161
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
https://doi.org/10.3745/KTSDE.2020.9.2.45  
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
https://doi.org/10.3745/KTSDE.2020.9.3.109
Keywords: Dynamic Projection Mapping, Realistic Media, Augmented Reality, Drawing System

Generating a Korean Sentiment Lexicon Through Sentiment Score Propagation
Ho-Min Park, Chang-Hyun Kim, Jae-Hoon Kim
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 2, pp. 53-60, Feb. 2020
https://doi.org/10.3745/KTSDE.2020.9.2.53
Keywords: Sentiment Lexicon, sentiment analysis, Word Embedding, Label Propagation, Word Graph

Hangul Font Dataset for Korean Font Research Based on Deep Learning
Debbie Honghee Ko, Hyunsoo Lee, Jungjae Suk, Ammar Ul Hassan, Jaeyoung Choi
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 2, pp. 73-78, Feb. 2021
https://doi.org/10.3745/KTSDE.2021.10.2.73
Keywords: Deep Learning, Font Data, Automatic Font Generation, Hangul Font Dataset, Hangul Font

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

A Technique for Product Effect Analysis Using Online Customer Reviews
Young Seo Lim, So Yeong Lee, Ji Na Lee, Bo Kyung Ryu, Hyon Hee Kim
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 9, pp. 259-266, Sep. 2020
https://doi.org/10.3745/KTSDE.2020.9.9.259
Keywords: Product Effectiveness Analysis, Effectiveness Measurement Algorithm, Online Customer Review

Detecting Methods of the Database Block Size for Digital Forensics
Sunkyung Kim, Ji Su Park, Jin Gon Shon
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 4, pp. 123-128, Apr. 2020
https://doi.org/10.3745/KTSDE.2020.9.4.123
Keywords: Digital Forensics, Database Forensics, Metadata, Block Size

Development of a Virtual Reality-Based Physics Experiment Training Simulator Centered on Motion of Projectile
Yeon Jeong Kim, Sei Hee Yun, Byoung-Seok Shin
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 1, pp. 19-28, Jan. 2021
https://doi.org/10.3745/KTSDE.2021.10.1.19
Keywords: HCI, Simulation, STEAM Education

An Efficient Deep Learning Based Image Recognition Service System Using AWS Lambda Serverless Computing Technology
Hyunchul Lee, Sungmin Lee, Kangseok Kim
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 6, pp. 177-186, Jun. 2020
https://doi.org/10.3745/KTSDE.2020.9.6.177
Keywords: Deep Learning, Serverless Computing, AWS Lambda Server, Cold Start Time, capacity limitation

Predicting Win-Loss of League of Legends Using Bidirectional LSTM Embedding
Cheolgi Kim, Soowon Lee
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 2, pp. 61-68, Feb. 2020
https://doi.org/10.3745/KTSDE.2020.9.2.61
Keywords: League of Legends, Win-Loss Prediction, Machine Learning, Neural Network, LSTM

Digital Mirror System with Machine Learning and Microservices
Myeong Ho Song, Soo Dong Kim
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 9, pp. 267-280, Sep. 2020
https://doi.org/10.3745/KTSDE.2020.9.9.267  
Keywords: Digital Mirror, Face Recognition, Age Detection, Emotion Detection, Microservice, Machine Learning

Edutech in the Era of the 4th Industrial Revolution
Ji Su Park, Joon-Min Gil
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 11, pp. 329-331, Nov. 2020
https://doi.org/10.3745/KTSDE.2020.9.11.329
Keywords: Edutech, E-learning, Blockchain, Simulation

Improving Fidelity of Synthesized Voices Generated by Using GANs
Moon-Ki Back, Seung-Won Yoon, Sang-Baek Lee, Kyu-Chul Lee
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 1, pp. 9-18, Jan. 2021
https://doi.org/10.3745/KTSDE.2021.10.1.9  
Keywords: generative adversarial networks, Fréchet Inception Distance, Fidelity Improvement, Synthesized Voice

Bilinear Graph Neural Network-Based Reasoning for Multi-Hop Question Answering
Sangui Lee, Incheol Kim
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 8, pp. 243-250, Aug. 2020
https://doi.org/10.3745/KTSDE.2020.9.8.243
Keywords: Open Domain Question Answering, Knowledge Graph, Complex Question, Graph Neural Network

Performance Improvement Method of Convolutional Neural Network Using Agile Activation Function
Na Young Kong, Young Min Ko, Sun Woo Ko
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 7, pp. 213-220, Jul. 2020
https://doi.org/10.3745/KTSDE.2020.9.7.213  
Keywords: Convolutional Neural Network, Agile Activation Function, Backpropagation, Learning

Implementation of Low Cost Interactive WhiteBoard System for Improving Teaching-Learning Environment
Kyung Yeul Kim, Ji Su Park
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 9, pp. 291-296, Sep. 2020
https://doi.org/10.3745/KTSDE.2020.9.9.291
Keywords: Interactive WhigteBoard, Teaching-Learning, IT Technology, Interaction, Digital Media

Building a Korean Text Summarization Dataset Using News Articles of Social Media
Gyoung Ho Lee, Yo-Han Park, Kong Joo Lee
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 8, pp. 251-258, Aug. 2020
https://doi.org/10.3745/KTSDE.2020.9.8.251
Keywords: Korean Text Summarization Dataset, Description, Headline, Subhead, Automatic Extractive Summarization

Hyper-Rectangle Based Prototype Selection Algorithm Preserving Class Regions
Byunghyun Baek, Seongyul Euh, Doosung Hwang
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 3, pp. 83-90, Mar. 2020
https://doi.org/10.3745/KTSDE.2020.9.3.83
Keywords: Prototype Selection, Prototype, Hyper-Rectangle, Set Cover Optimization Algorithm

Estimating Gastrointestinal Transition Location Using CNN-based Gastrointestinal Landmark Classifier
Hyeon Woong Jang, Chang Nam Lim, Ye-Suel Park, Gwang Jae Lee, Jung-Won Lee
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 3, pp. 101-108, Mar. 2020
https://doi.org/10.3745/KTSDE.2020.9.3.101  
Keywords: Capsule Endoscopy(CE), Convolutional Neural Network(CNN), Gastrointestinal Location Tracking

Detecting Errors in POS-Tagged Corpus on XGBoost and Cross Validation
Min-Seok Choi, Chang-Hyun Kim, Ho-Min Park, Min-Ah Cheon, Ho Yoon, Young Namgoong, Jae-Kyun Kim, Jae-Hoon Kim
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 7, pp. 221-228, Jul. 2020
https://doi.org/10.3745/KTSDE.2020.9.7.221
Keywords: Error Detection, POS-tagged Corpus, XGBoost, Cross-Validation

Data Fragmentation Protection Technique for the Performance Enhancement of DB-Based Navigation Supporting Incremental Map Update
Yong Ho Kim, Jae Kwang Kim, Seongil Ji
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 3, pp. 77-82, Mar. 2020
https://doi.org/10.3745/KTSDE.2020.9.3.77
Keywords: Incremental Map Update, DB-based Navigation, Data Fragmentation

Analysis of Disaster Safety Situation Classification Algorithm Based on Natural Language Processing Using 119 Calls Data
Su-Jeong Kwon, Yun-Hee Kang, Yong-Hak Lee, Min-Ho Lee, Seung-Ho Park, Myung-Ju Kang
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 10, pp. 317-322, Oct. 2020
https://doi.org/10.3745/KTSDE.2020.9.10.317
Keywords: Artificial intelligence, emergency response, Natural Language Processing, Situation Classification, Machine Learning

A Methodology for Integrating Security into the Automotive Development Process
Seungyeon Jeong, Sooyoung Kang, Seungjoo Kim
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 12, pp. 387-402, Dec. 2020
https://doi.org/10.3745/KTSDE.2020.9.12.387
Keywords: Automotive Development, Evidence-based Standards, Secure SDLC, UNECE Cybersecurity Regulation

LSTM(Long Short-Term Memory)-Based AbnormalBehavior Recognition Using AlphaPose
Hyun-Jae Bae, Gyu-Jin Jang, Young-Hun Kim, Jin-Pyung Kim
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 5, pp. 187-194, May. 2021
https://doi.org/10.3745/KTSDE.2021.10.5.187  
Keywords: Safety management, Action Recognition, Pose Estimation, LSTM, Deep Learning

Generating Training Dataset of Machine Learning Model for Context-Awareness in a Health Status Notification Service
Jong Hyeok Mun, Jong Sun Choi, Jae Young Choi
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 1, pp. 25-32, Jan. 2020
https://doi.org/10.3745/KTSDE.2020.9.1.25
Keywords: context-awareness, Machine Learning Model, Generating Training Dataset, Maintaining Accuracy

A Study on the Methodology for Defect Management in the Requirements Stage
Eun-Ser Lee
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 7, pp. 205-212, Jul. 2020
https://doi.org/10.3745/KTSDE.2020.9.7.205
Keywords: Defect Management, Software Quality, Requirement Management, Estimation of Software Quality

C-COMA: A Continual Reinforcement Learning Model for Dynamic Multiagent Environments
Kyueyeol Jung, Incheol Kim
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 4, pp. 143-152, Apr. 2021
https://doi.org/10.3745/KTSDE.2021.10.4.143  
Keywords: Multiagent Reinforcement Learning, Dynamic Environment, Continual Learning, Starcraft II