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
  • [1] A New Temporal Recommendation System based on Users' Similarity Prediction
    Joorabloo, Nima
    Jalili, Mahdi
    Ren, Yongli
    KDIR: PROCEEDINGS OF THE 11TH INTERNATIONAL JOINT CONFERENCE ON KNOWLEDGE DISCOVERY, KNOWLEDGE ENGINEERING AND KNOWLEDGE MANAGEMENT - VOL 1: KDIR, 2019, : 555 - 560
  • [2] Recommendation with Implicit Trust Relationship Based on Users' Similarity
    Wang, Jiatong
    Hu, Jiehua
    Qiao, Shuyu
    Sun, Wei
    Zang, Xuefeng
    Zhang, Bangzuo
    2016 INTERNATIONAL CONFERENCE ON MANUFACTURING SCIENCE AND INFORMATION ENGINEERING (ICMSIE 2016), 2016, : 373 - 378
  • [3] Recommendation of microblog users based on hierarchical interest profiles
    Faralli, Stefano
    Stilo, Giovanni
    Velardi, Paola
    SOCIAL NETWORK ANALYSIS AND MINING, 2015, 5 (01) : 1 - 23
  • [4] Understanding case based recommendation: A similarity knowledge perspective
    O'Sullivan, D
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2005, 14 (1-2) : 215 - 232
  • [5] Implementation Of Subject Recommendation And Practice System For Mobile Terminal Users
    Song, Zhichao
    Bai, Xiangyu
    Bian, Haodong
    2017 INTERNATIONAL CONFERENCE ON CYBER-ENABLED DISTRIBUTED COMPUTING AND KNOWLEDGE DISCOVERY (CYBERC), 2017, : 252 - 257
  • [6] A movie recommendation method based on users' positive and negative profiles
    Chen, Yen-Liang
    Yeh, Yi-Hsin
    Ma, Man-Rong
    INFORMATION PROCESSING & MANAGEMENT, 2021, 58 (03)
  • [7] Friend Recommendation System based on Lifestyles of Users
    Kacchi, Tofik R.
    Deorankar, Anil V.
    PROCEEDINGS OF THE 2016 IEEE 2ND INTERNATIONAL CONFERENCE ON ADVANCES IN ELECTRICAL & ELECTRONICS, INFORMATION, COMMUNICATION & BIO INFORMATICS (IEEE AEEICB-2016), 2016, : 682 - 685
  • [8] Research on knowledge recommendation for domain ontology based on semantic similarity
    Li, Yan-Ni
    Li, Hai-Sheng
    Cai, Qiang
    Complex Systems and Complexity Science, 2013, 10 (03) : 50 - 54
  • [9] Similarity-based knowledge graph queries for recommendation retrieval
    Wenige, Lisa
    Ruhland, Johannes
    SEMANTIC WEB, 2019, 10 (06) : 1007 - 1037
  • [10] Portable profiles and recommendation based media services: will users embrace them?
    Back, Asta
    Vainikainen, Sari
    JOURNAL OF PRINT AND MEDIA TECHNOLOGY RESEARCH, 2013, 2 (03): : 157 - 168