Digital Library

Search: "[ keyword: Recommendation System ]" (13)
    Image recommendation algorithm based on profile using user preference and visual descriptor
    Deok Hwan Kim , Jun Sik Yang , Won Hee Cho The KIPS Transactions:PartD, Vol. 15, No. 4, pp. 463-474, Aug. 2008
    10.3745/KIPSTD.2008.15.4.463


    Generative AI-based Explainable Personalized Hybrid Skincare Recommendation System
    Jin Hui Jeong, Seo Young Kim, Seon Ho Choi, Hyon Hee Kim The Transactions of the Korea Information Processing Society, Vol. 14, No. 9, pp. 695-703, Sep. 2025
    https://doi.org/10.3745/TKIPS.2025.14.9.695
    Keywords: Generative AI, prompt engineering, hybrid recommendation system, Collaborative Filtering, Content-based Filtering, Explainable Recommendation, Personalized Recommendation


    Potential of LUT-based PIM for DNNs
    Junguk Hong, Jinho Lee The Transactions of the Korea Information Processing Society, Vol. 13, No. 11, pp. 590-596, Nov. 2024
    https://doi.org/10.3745/TKIPS.2024.13.11.590
    Keywords: Processing-In-Memory, Lookup Table, Transformer-based Generative Model, Recommendation System


    Study Comparing the Performance of Linear and Non-linear Models in Recommendation Systems
    Da-Hun Seong, Yujin Lim The Transactions of the Korea Information Processing Society, Vol. 13, No. 8, pp. 388-394, Aug. 2024
    https://doi.org/10.3745/TKIPS.2024.13.8.388  
    Keywords: Recommendation System, Collaborative Filltering, Linear Model, Non-linear Model, Performance Evaluation


    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


    Product Recommendation System on VLDB using k-means Clustering and Sequential Pattern Technique
    Jang Sup Shim , Seon Mi Woo , Dong Ha Lee , Yong Sung Kim , Soon Key Chung The KIPS Transactions:PartD, Vol. 13, No. 7, pp. 1027-1038, Dec. 2006
    10.3745/KIPSTD.2006.13.7.1027


    Personalized Clothing and Food Recommendation System Based on Emotions and Weather
    Sadriddinov Ilkhomjon Rovshan Ugli, Doo-Soon Park KIPS Transactions on Software and Data Engineering, Vol. 11, No. 11, pp. 447-454, Nov. 2022
    https://doi.org/10.3745/KTSDE.2022.11.11.447
    Keywords: Recommendation System, Emotion, Clothing, Food, Weather, SNS


    Context-based Incremental Preference Analysis Method in Ubiquitous Commerce
    Mi Sug Ku , Jeong Hee Hwang , Nam Kyu Choi , Doo Young Jung , Keun Ho Ryu The KIPS Transactions:PartD, Vol. 11, No. 7, pp. 1417-1426, Dec. 2004
    10.3745/KIPSTD.2004.11.7.1417


    A Collaborative Filtering using SVD on Low-Dimensional Space
    Jun Jeong , Pil Kyu Rhee The KIPS Transactions:PartB , Vol. 10, No. 3, pp. 273-280, Jun. 2003
    10.3745/KIPSTB.2003.10.3.273


    Artificial Intelligence-Based High School Course and University Major Recommendation System for Course-Related Career Exploration
    Jinheon Baek, Hayeon Kim, Kiwon Kwon KIPS Transactions on Software and Data Engineering, Vol. 10, No. 1, pp. 35-44, Jan. 2021
    https://doi.org/10.3745/KTSDE.2021.10.1.35
    Keywords: Artificial intelligence, Edutech, Career Exploration Recommendation System


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