An implementation of a knowledge recommendation system based on similarity among users' profiles

被引:0
|
作者
Nakagawa, A [1 ]
Ito, T [1 ]
机构
[1] Japan Adv Inst Sci & Technol, Ctr Knowledge Sci, Tatsunokuchi, Ishikawa 9231292, Japan
关键词
collaborative filtering; recommendation system and user's profile;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose a recommendation system which can share other individuals' knowledge and know-how for research activity. The system can recommend interesting document files to users by collaborative filtering. In the system, we employ local similarity between users and global similarity between groups. Using this system, users can find out necessary knowledge and reuse knowledge effectively.
引用
收藏
页码:326 / 327
页数:2
相关论文
共 50 条
  • [21] A Recommendation System Based on Big Data: Separation of Preference and Similarity
    Jo, Hyeon
    INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 2, 2023, 543 : 390 - 398
  • [22] A Device-Similarity-Based Recommendation System in Mobile Terminals
    Lei, Kai
    Yu, Qian
    Ning, Rui
    2013 FOURTH INTERNATIONAL CONFERENCE ON NETWORKING AND DISTRIBUTED COMPUTING (ICNDC), 2013, : 60 - 64
  • [23] Cognitive Similarity-Based Collaborative Filtering Recommendation System
    Nguyen, Luong Vuong
    Hong, Min-Sung
    Jung, Jason J.
    Sohn, Bong-Soo
    APPLIED SCIENCES-BASEL, 2020, 10 (12):
  • [24] A Study on the Accuracy of Prediction in Recommendation System Based on Similarity Measures
    AL-Bakri, Nadia Fadhil
    Hashim, Soukaena Hassan
    BAGHDAD SCIENCE JOURNAL, 2019, 16 (01) : 263 - 269
  • [25] Similarity of authors' profiles and its usage for reviewers' recommendation
    Saloun, Petr
    Ondrejka, Adam
    Zelinka, Ivan
    2014 9TH INTERNATIONAL WORKSHOP ON SEMANTIC AND SOCIAL MEDIA ADAPTATION AND PERSONALIZATION (SMAP), 2014, : 3 - 8
  • [26] Collaborative filtering recommendation system based on improved Jaccard similarity
    Park S.H.
    Kim K.
    Journal of Ambient Intelligence and Humanized Computing, 2023, 14 (08) : 11319 - 11336
  • [27] Incorporating Users Location into Snippet Based Query Recommendation System
    Sisode, Megha R.
    Patil, Ujwala M.
    2015 INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING (ICPC), 2015,
  • [28] Personalized knowledge point recommendation system based on course knowledge graph
    Lang, Yakun
    Wang, Guozhong
    2020 3RD INTERNATIONAL CONFERENCE ON COMPUTER INFORMATION SCIENCE AND APPLICATION TECHNOLOGY (CISAT) 2020, 2020, 1634
  • [29] Group Intelligence Recommendation System based on Knowledge Graph and Fusion Recommendation Model
    Huang, Chengning
    Jing, Bo
    Jiang, Lili
    Zhu, Yuquan
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (09) : 895 - 904
  • [30] Set Based Similarity Measure for User Based Collaborative Filtering Recommendation System
    Uma, K., V
    Deepika, M.
    Sujitha, Vairam
    PROCEEDING OF THE INTERNATIONAL CONFERENCE ON COMPUTER NETWORKS, BIG DATA AND IOT (ICCBI-2018), 2020, 31 : 453 - 461