Research and application of clustering algorithm for text big data

ZL Chen - Computational Intelligence and Neuroscience, 2022 - Wiley Online Library
In the era of big data, text as an information reserve database is very important, in all walks
of life. From humanities research to government decision‐making, from precision medicine …

Word2vec 을활용한RNN 기반의문서분류에관한연구

김정미, 이주홍 - 한국지능시스템학회논문지, 2017 - dbpia.co.kr
자연어 처리 분야에서도 심층 신경망 기술이 주목되고 있으며, 최근에는 convolutional neural
network (CNN) 기반의 심층신경망 구조가 이미지 분류뿐만 아니라 자연어 처리의 문서 …

Related documents classification system by similarity between documents

J Jeong, M Jee, M Go, H Kim, H Lim… - Journal of Broadcast …, 2019 - koreascience.kr
This paper proposes using machine-learning technology to analyze and classify historical
collected documents based on them. Data is collected based on keywords associated with a …

A comparative analysis of cognitive change about big data using social media data analysis

Y Yun, J Jo, Y Hur, H Lim - KIPS Transactions on Software and …, 2017 - koreascience.kr
Recently, with the spread of smart device and the introduction of web services, the data is
rapidly increasing online, and it is utilized in various fields. In particular, the emergence of …

A SNS Data-driven Comparative Analysis on Changes of Attitudes toward Artificial Intelligence

YD Yun, YW Yang, HS Lim - Journal of Digital Convergence, 2016 - koreascience.kr
AI (Artificial Intelligence) has attracted interest as a key element for technological
advancement in various fields. In Korea, internet companies are leading the development of …

A comparative analysis of the changes in perception of the fourth industrial revolution: focusing on analyzing social media data

JE You, JW Choi - KIPS Transactions on Software and Data …, 2020 - koreascience.kr
The fourth industrial revolution will greatly contribute to the entry of objects into an intelligent
society through technologies such as big data and an artificial intelligence. Through the …

문서유사도를통한관련문서분류시스템연구

정지수, 지민규, 고명현, 김학동, 임헌영, 이유림… - 방송공학회 …, 2019 - dbpia.co.kr
본 논문은 머신 러닝 기술을 이용하여 과거의 수집된 문서를 분석하고 이를 바탕으로 문서를
분류하는 방법을 제안한다. 특정 도메인과 관련된 키워드를 기반으로 데이터를 수집하고 …

[PDF][PDF] TF-IDF 기반키워드추출에서의의미적요소반영을위한결합벡터제안

박대서, 김화종 - 한국정보기술학회논문지, 2018 - ki-it.com
요 약최근 빅데이터를 다루기 위한 기술 개발이 활발하게 이루어지고 있으며 과거에는 부족한
정보 속에서 정확한 정보를 찾는 것이 핵심 이었다면 이제는 많은 정보 속에서 정확한 정보를 …

Technology forecasting using bayesian discrete model

S Jun - Journal of the Korean Institute of Intelligent Systems, 2017 - koreascience.kr
Technology forecasting is predict future trend and state of technology by analyzing the
results so far of developing technology. In general, a patent has novel information about the …

For improving security log big data analysis efficiency, a firewall log data standard format proposed

C Bae, S Goh - Journal of the Korea Institute of Information Security …, 2020 - koreascience.kr
The big data and artificial intelligence technology, which has provided the foundation for the
recent 4th industrial revolution, has become a major driving force in business innovation …