Digital Library

Search: "[ author: Hyon Hee Kim ]" (11)
    Personalized Cross-Domain Recommendation of Books Based on Video Consumption Data
    Yea Bin Lim, Hyon Hee Kim The Transactions of the Korea Information Processing Society, Vol. 13, No. 8, pp. 382-387, Aug. 2024
    https://doi.org/10.3745/TKIPS.2024.13.8.382
    Keywords: Cross Domain, hybrid recommendation system, Word2vec, Personalization, Deep Learning


    User Playlist-Based Music Recommendation Using Music Metadata Embedding
    Kyoung Min Nam, Yu Rim Park, Ji Young Jung, Do Hyun Kim, Hyon Hee Kim The Transactions of the Korea Information Processing Society, Vol. 13, No. 8, pp. 367-373, Aug. 2024
    https://doi.org/10.3745/TKIPS.2024.13.8.367
    Keywords: meta data, KoBERT, SGNS, Song Embedding, Recommender System


    Sentiment Analysis of News Based on Generative AI and Real Estate Price Prediction: Application of LSTM and VAR Models
    Sua Kim, Mi Ju Kwon, Hyon Hee Kim The Transactions of the Korea Information Processing Society, Vol. 13, No. 5, pp. 209-216, May. 2024
    https://doi.org/10.3745/TKIPS.2024.13.5.209
    Keywords: Generated AI, Prediction of Real Estate Price, News Sentiment Index, Multi-head Attention LSTM, Vetor Auto Regression


    Ensemble Learning-Based Prediction of Good Sellers in Overseas Sales of Domestic Books and Keyword Analysis of Reviews of the Good Sellers
    Do Young Kim, Na Yeon Kim, Hyon Hee Kim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 4, pp. 173-178, Apr. 2023
    https://doi.org/10.3745/KTSDE.2023.12.4.173
    Keywords: Ensemble learning, Good Seller Prediction, Book Review Analysis, Text Mining, Keyword Analysis


    An XML-based Multimedia News Management System
    Hyon Hee Kim , Seung Soo Park The KIPS Transactions:PartB , Vol. 11, No. 7, pp. 785-792, Dec. 2004
    10.3745/KIPSTB.2004.11.7.785


    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
    https://doi.org/10.3745/KTSDE.2022.11.6.237
    Keywords: Online Behavior Log, Purchase History, VAE-based Recommendation, Extracting Latent Space


    Detection of Adverse Drug Reactions Using Drug Reviews with BERT+ Algorithm
    Eun Yeong Heo, Hyeon-jeong Jeong, Hyon Hee Kim KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 465-472, Nov. 2021
    https://doi.org/10.3745/KTSDE.2021.10.11.465
    Keywords: Detection of ADRs, Drug Reviews, sentiment analysis, named entity recognition, ADRs Dictionary


    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


    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


    Keywords and Topic Analysis of Social Issues on Twitter Based on Text Mining and Topic Modeling
    Soo Jeong Kwak, Hyon Hee Kim KIPS Transactions on Software and Data Engineering, Vol. 8, No. 1, pp. 13-18, Jan. 2019
    https://doi.org/10.3745/KTSDE.2019.8.1.13
    Keywords: topic modeling, Keyword Analysis, Text Mining, Twitter, Metoo


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