Digital Library

Search: "[ keyword: Recommendation ]" (26)
    Improved Internet Resource Recommendation Method using FOAF and SNA
    Qing Wang , Jong Soo Sohn The KIPS Transactions:PartB , Vol. 19, No. 3, pp. 165-176, Jun. 2012
    10.3745/KIPSTB.2012.19.3.165

    Contents Recommendation Method Based on Social Network
    Yun Feng Pei , Jong Soo Sohn The KIPS Transactions:PartB , Vol. 18, No. 5, pp. 279-290, Oct. 2011
    10.3745/KIPSTB.2011.18.5.279

    Detection of Music Mood for Context-aware Music Recommendation
    Jong In Lee , Dong Gyu Yeo , Byeong Man Kim The KIPS Transactions:PartB , Vol. 17, No. 4, pp. 263-274, Aug. 2010
    10.3745/KIPSTB.2010.17.4.263

    Weight Based Technique For Improvement of New User Recommendation Performance
    Sun Hoon Cho , Moo Hun Lee , Jeong Seok Kim , Bong Hoi Kim , Eui In Choi The KIPS Transactions:PartD, Vol. 16, No. 2, pp. 273-280, Apr. 2009
    10.3745/KIPSTD.2009.16.2.273

    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

    A Contents Recommendation Scheme Based on Collaborative Filtering Using Consumer`s Affection and Consumption Type
    In Bok Choi , Tae Keun Park , Jae Dong Lee The KIPS Transactions:PartD, Vol. 15, No. 3, pp. 421-428, Jun. 2008
    10.3745/KIPSTD.2008.15.3.421

    POI Recommender System Using Review Data
    Dong-Uk Park, Bumku Choi, Muyeon Jo, Hyunseok Kim, Jungkyu Han The Transactions of the Korea Information Processing Society, Vol. 13, No. 11, pp. 654-660, Nov. 2024
    https://doi.org/10.3745/TKIPS.2024.13.11.654
    Keywords: POI Recommendation, Collaborative Filtering, Large Language Model, Review Data, Explainable AI

    Contrastive Learning Based on Modality Reflection View for Accurate Multimedia Recommendation
    Sohee Ban, Taeri Kim, Sang-Wook Kim The Transactions of the Korea Information Processing Society, Vol. 13, No. 11, pp. 637-644, Nov. 2024
    https://doi.org/10.3745/TKIPS.2024.13.11.637
    Keywords: Multimedia Recommendation, contrastive learning, Multimodal Features

    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

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