• Journal of Internet Computing and Services
    ISSN 2287 - 1136 (Online) / ISSN 1598 - 0170 (Print)
    https://jics.or.kr/

Digital Library


Search: "[ keyword: topic modeling ]" (17)
  1. 1. Cybersecurity Job Market Analysis Using Online Recruitment Information
    Da-in Choi, Moohong Min, Vol. 26, No. 3, pp. 99-109, Jun. 2025
    10.7472/jksii.2025.26.3.99
    Keywords: cybersecurity, Cybersecurity Workforce, Job Analysis, Unsupervised learning, topic modeling
  2. 2. Analysis of Hallyu research trends based on topic modeling
    Miyoung Kim, Sunju Park, Vol. 25, No. 6, pp. 49-59, Dec. 2024
    10.7472/jksii.2024.25.6.49
    Keywords: Hallyu(Korea wave), Text Mining, topic modeling, Network analysis, Quantitative Analysis
  3. 3. Application of BERTopic Model for Technological Trends Analysis : A Case study on the Contech and Proptech Industry
    Woomin Nam, Jaehoon Yang, Keon Chul Park, Vol. 25, No. 6, pp. 71-80, Dec. 2024
    10.7472/jksii.2024.25.6.71
    Keywords: ConTech, PropTech, topic modeling, BERTopic, Emerging Technology Analysis
  4. 4. 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
  5. 5. A Study on Success Strategies for Generative AI Services in Mobile Environments: Analyzing User Experience Using LDA Topic Modeling Approach
    Soyon Kim, Ji Yeon Cho, Sang-Yeol Park, Bong Gyou Lee, Vol. 25, No. 4, pp. 109-119, Aug. 2024
    10.7472/jksii.2024.25.4.109
    Keywords: Generative AI Chatbot Service, On-Device AI, IS success model, User eXperience, LDA Topic Modeling
  6. 6. Fine-tuning BERT-based NLP Models for Sentiment Analysis of Korean Reviews: Optimizing the sequence length
  7. 7. 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
  8. 8. News Media Coverage of Carbon Neutrality in Korea and China: A Big Data Analysis
    Yifan Wang, Kyung Han You, Vol. 25, No. 3, pp. 55-70, Jun. 2024
    10.7472/jksii.2024.25.3.55
    Keywords: carbon neutrality, agenda-setting, topic modeling, concor analysis
  9. 9. Performance Improvement of Topic Modeling using BART based Document Summarization
    Eun Su Kim, Hyun Yoo, Kyungyong Chung, Vol. 25, No. 3, pp. 27-33, Jun. 2024
    10.7472/jksii.2024.25.3.27
    Keywords: Document Summarization, BART, topic modeling, LDA, Perplexity, ROUGE
  10. 10. Analysis of Users’ Sentiments and Needs for ChatGPT through Social Media on Reddit
    Hye-In Na, Byeong-Hee Lee, Vol. 25, No. 2, pp. 79-92, Apr. 2024
    10.7472/jksii.2024.25.2.79
    Keywords: ChatGPT, Reddit, Needmining, sentiment analysis, topic modeling