JICS

1. Analyzing Research Themes and Trends in Living Lab Studies: An Exploratory Approach Using LDA Topic Modeling and Semantic Network Analysis

Ki-youn Kim, Vol. 25, No. 5, pp. 171-182, Oct. 2024

10.7472/jksii.2024.25.5.171
Keywords: Living Lab, Research Trends, LDA Topic Modeling, Semantic Network Analysis, Text Mining, Unstructured Data

2. Comparative Study of User Reactions in OTT Service Platforms Using Text Mining

Soonchan Kwon, Jieun Kim, Beakcheol Jang, Vol. 25, No. 3, pp. 43-54, Jun. 2024

10.7472/jksii.2024.25.3.43
Keywords: OTT Services, Machine Learning, Text Mining, topic modeling, BERTopic, Deep Learning

3. Active Senior Contents Trend Analysis using LDA Topic Modeling

Dongwoo Lee, Yoosin Kim, Eunjung Shin, Vol. 22, No. 5, pp. 35-45, Oct. 2021

10.7472/jksii.2021.22.5.35
Keywords: Active Senior, Big data, Text Mining, LDA Topic Modeling, Trend Analysis

4. Trends Analysis on Research Articles of the Sharing Economy through a Meta Study Based on Big Data Analytics

Ki-youn Kim, Vol. 21, No. 4, pp. 97-107, Aug. 2020

10.7472/jksii.2020.21.4.97
Keywords: Share economy, Meta study, Data visualization, Text Mining, Big data analytics, Network analysis, research trend

5. Research on text mining based malware analysis technology using string information

Ji-hee Ha, Tae-jin Lee, Vol. 21, No. 1, pp. 45-55, Feb. 2020

10.7472/jksii.2020.21.1.45
Keywords: Malware, Malware analysis, String, Text Mining, TFIDF

6. An Artificial Neural Network Based Phrase Network Construction Methodfor Structuring Facility Error Types

Younghoon Roh, Eunyoung Choi, Yerim Choi, Vol. 19, No. 6, pp. 21-29, Dec. 2018

10.7472/jksii.2018.19.6.21
Keywords: Smart Factory, Facility error, Phrase network, Text Mining, Artificial neural network, Word2vec

7. Methodology for Issue-related R&D Keywords Packaging Using Text Mining

Yoonjin Hyun, William Wong Xiu Shun, Namgyu Kim, Vol. 16, No. 2, pp. 57-66, Apr. 2015

10.7472/jksii.2015.16.2.57
Keywords: Association Rules Mining, Keyword Matching, Social Network Analysis, Text Mining, Topic Analysis

8. A study on integrating and discovery of semantic based knowledge model

Seung-Su Chun, Vol. 15, No. 6, pp. 99-106, Dec. 2014

10.7472/jksii.2014.15.6.99
Keywords: Knowledge Model, Network integration, Semantic discovery, Text Mining

9. Ontology and Text Mining-based Advanced Historical People Finding Service

Do-Heon Jeong, Myunggwon Hwang, Minhee Cho, Hanmin Jung, Soyoung Yoon, Kyungsun Kim, Pyung Kim, Vol. 13, No. 5, pp. 33-44, Oct. 2012

10.7472/jksii.2012.13.5.33
Keywords: Ontology, Text Minining, People Finding Service

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