Digital Library


Search: "[ keyword: Recommendation ]" (14)

  1. Scalable Representation of Customer Purchase Preferences through Co-Purchase History
    Seonghyun Kim, Doyeon Kwak
    Vol. 21, No. 3, pp. 328-341, Jun. 2025
    10.3745/JIPS.04.0352

    Keywords: Co-purchase Recommendation, Customer Lifestyle, e-Commerce, Predictive Analysis, Purchase Preferences, retail, RFM

  2. Research on Personalized Course Recommendation Algorithm Based on Att-CIN-DNN under Online Education Cloud Platform
    Xiaoqiang Liu, Feng Hou
    Vol. 20, No. 3, pp. 360-374, Jun. 2024
    10.3745/JIPS.01.0104

    Keywords: Attention Mechanism, Big data, Course Resource Recommendation, Deep Learning, Online Education Cloud Platform, Personalized Recommendation

  3. Personalized Recommendation Algorithm of Interior Design Style Based on Local Social Network
    Guohui Fan, Chen Guo
    Vol. 19, No. 5, pp. 576-589, Oct. 2023
    10.3745/JIPS.01.0096

    Keywords: Interior Design, Location-Based Social Network, Personalized Recommendation

  4. The Method for Generating Recommended Candidates through Prediction of Multi-Criteria Ratings Using CNN-BiLSTM
    Jinah Kim, Junhee Park, Minchan Shin, Jihoon Lee, Nammee Moon
    Vol. 17, No. 4, pp. 707-720, Aug. 2021
    10.3745/JIPS.02.0159

    Keywords: Bidirectional Long Short-Term Memory (BiLSTM), Convolutional Neural Network (CNN), Multi-Criteria Recommendation System, Recommendation System

  5. Personalized Web Service Recommendation Method Based on Hybrid Social Network and Multi-Objective Immune Optimization
    Huashan Cao
    Vol. 17, No. 2, pp. 426-439, Apr. 2021
    10.3745/JIPS.01.0071

    Keywords: Cold Boot, Hybrid Social Networks, Personalized Recommendation, Multi-Objective Immune Optimization, Service Providers, Web Service Recommendation

  6. Personalized Product Recommendation Method for Analyzing User Behavior Using DeepFM
    Jianqiang Xu, Zhujiao Hu, Junzhong Zou
    Vol. 17, No. 2, pp. 369-384, Apr. 2021
    10.3745/JIPS.01.0069

    Keywords: DeepFM, Higher-Order Feature, Hit Rate Prediction, K-Means Similarity Clustering, Low-Order Features, Personalized Product Recommendation

  7. Development of a Targeted Recommendation Model for Earthquake Risk Prevention in the Whole Disaster Chain
    Xiaohui Su, Keyu Ming, Xiaodong Zhang, Junming Liu, Da Lei
    Vol. 17, No. 1, pp. 14-27, Feb. 2021
    10.3745/JIPS.04.0201

    Keywords: Android Application, Earthquake, Risk Prevention Products, rule base, Targeted Recommendation Model

  8. Movie Recommendation System Based on Users’ Personal Information and Movies Rated Using the Method of k-Clique and Normalized Discounted Cumulative Gain
    Phonexay Vilakone, Khamphaphone Xinchang, Doo-Soon Park
    Vol. 16, No. 2, pp. 494-507, Apr. 2020
    10.3745/JIPS.04.0169

    Keywords: association rule mining, k-Cliques, Normalized Discounted Cumulative Gain, Recommendation System

  9. Personalized Movie Recommendation System Combining Data Mining with the k-Clique Method
    Phonexay Vilakone, Khamphaphone Xinchang, Doo-Soon Park
    Vol. 15, No. 5, pp. 1141-1155, Oct. 2019
    10.3745/JIPS.04.0138

    Keywords: association rule mining, k-Cliques, Recommendation System

  10. Movie Recommendation Algorithm Using Social Network Analysis to Alleviate Cold-Start Problem
    Khamphaphone Xinchang, Phonexay Vilakone, Doo-Soon Park
    Vol. 15, No. 3, pp. 616-631, Jun. 2019
    10.3745/JIPS.04.0121

    Keywords: Cold Start Problem, Collaborative Filtering (CF), Movie Recommendation System, Social Network Analysis

Category Search



JIPS Awards 2023


Most-cited Paper
RAVIP: Real-Time AI Vision Platform for Heterogeneous Multi-Channel Video Stream
Jeonghun Lee and Kwang-il Hwang* (INCHEON NATIONAL UNIVERSITY)

* 2021.1.1~2023.10.31

Most-published Paper (Corresponding Author)
Ruirui Zhang (Sichuan Agricultural University, China)

* 2021.1.1~2023.10.31

Excellent Service Award (Associate Editor Activity)
Yan Li (Inha University, Korea)

JIPS Awards 2022


Most-cited Paper
SkelGAN: A Font Image Skeletonization Method
Debbie Honghee Ko, Ammar Ul Hassan, Saima Majeed, Jaeyoung Choi*(Soongsil University)

* 2021.1.1~2022.10.31

Most-published Paper (Corresponding Author)
Jin Gon Shon (Korea National Open University, Korea)

* 2021.1.1~2022.10.31

Excellent Service Award (Associate Editor Activity)
Yeongwook Yang (Hanshin University, Korea)

JIPS Awards 2021


Most-cited Paper
"Big IoT Healthcare Data Analytics Framework Based on Fog and Cloud Computing"
Hamoud Alshammari, Sameh Abd El-Ghany, and Abdulaziz Shehab* (Jouf University, Saudi Arabia)

* 2020. 10.1 ~ 2021. 12. 31

Publication (Corresponding Author)
Yoojae Won (Chungnam National University, Korea)

* 2020. 12.1 ~ 2021. 12. 31

AE Activity
Jungho Kang (Baewha Women's University, Korea)

JIPS Awards 2020


Most-cited Paper
"Cyber Kill Chain-Based Taxonomy of Advanced Persistent Threat Actors: Analogy of Tactics, Techniques, and Procedures"
Pooneh Nikkhah Bahrami, Ali Dehghantanha, Tooska Dargahi, Reza M. Parizi, Kim-Kwang Raymond Choo*, Hamid H. S. Javadi (University of Texas at San Antonio)

* 2019. 1.1 ~ 2020. 8. 31

Publication (Corresponding Author)
Guoqing Xu (Nanyang Institute of Technology, China)
Liquan zhao (Northeast Electric Power University, China)

* 2019. 1.1 ~ 2020. 10. 31

AE Activity
Ji Su Park (Jeonju University, Korea)

The 2nd Journal of Information Processing Systems Awards (2018)


Most-cited Paper
"Block-VN: A Distributed Blockchain Based Vehicular Network Architecture in Smart City"
Pradip Kumar Sharma, Seo Yeon Moon and Jong Hyuk Park (Seoul National University of Science and Technology, Korea)

Publication (Corresponding Author)
Chengyou Wang (Shangdong University, China)

AE Activity
Yunsick Sung (Dongguk University, Korea)

JIPS Awards 2017


Most-cited Paper
"Mitigating Threats and Security Metrics in Cloud Computing" Jayaprakash Kar and Manoj Ranjan Mishra (King Abdulaziz University, Saudi Arabia)

Publication (Corresponding Author)
Jeong-Joon Kim (Korea Polytechnic University, Korea)

AE Activity
Byoung Wook Kim (Korea University, Korea)

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