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
来源：
SICE 2002: PROCEEDINGS OF THE 41ST SICE ANNUAL CONFERENCE, VOLS 1-5 | 2002年
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
  • [31] A Structurational Analysis of Users and Management in a Knowledge Management System Project Implementation
    Chen, Charlie C.
    Shang, Rong-An
    Harris, Albert
    Chen, Zhi-Kai
    INTERNATIONAL JOURNAL OF KNOWLEDGE MANAGEMENT, 2007, 3 (04) : 18 - 36
  • [32] Research progress of recommendation system based on knowledge graph
    Wang H.-X.
    Tong X.-R.
    Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2023, 57 (08): : 1527 - 1540
  • [33] A Recommendation System for Cloud Services based on Knowledge Graph
    Luo, Chao
    Liu, Xiaoqiang
    Zhang, Kai
    Chang, Qinghong
    PROCEEDINGS OF 2018 IEEE 9TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2018, : 941 - 944
  • [34] Hotel Recommendation System Based on User Profiles and Collaborative Filtering
    Turker, Bekir Berker
    Tugay, Resul
    Kizil, Ipek
    Oguducu, Sule
    2019 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), 2019, : 601 - 606
  • [35] Community based user similarity ranking in personalized BBS recommendation system
    Zhang, Liang
    Xu, Jingfang
    Li, Xing
    PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATION AND MANAGEMENT SCIENCES, 2006, 5 : 250 - 255
  • [36] Recommendation System Based on Item and User Similarity on Restaurants Directory Online
    Mustofa, Aji Achmad
    Budi, Indra
    2018 6TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT), 2018, : 70 - 74
  • [37] Intelligent candidate recommendation system based on experimental calculation of the similarity model
    Leniowski, Ryszard
    Leniowska, Lucyna
    Wronski, Michal
    Tomecki, Krzysztof
    Grochowina, Marcin
    Ryk, Lukasz
    2022 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2022,
  • [38] A New Similarity Computation Method in Collaborative Filtering based Recommendation System
    Wu, Xiaokun
    Huang, Yongfeng
    Wang, Shihui
    2017 IEEE 86TH VEHICULAR TECHNOLOGY CONFERENCE (VTC-FALL), 2017,
  • [39] Book Recommendation System based on Course Descriptions using Cosine Similarity
    Nuipian, Vatinee
    Chuaykhun, Jirawat
    PROCEEDINGS OF 2023 7TH INTERNATIONAL CONFERENCE ON NATURAL LANGUAGE PROCESSING AND INFORMATION RETRIEVAL, NLPIR 2023, 2023, : 273 - 277
  • [40] Legal document recommendation system: A cluster based pairwise similarity computation
    Dhanani, Jenish
    Mehta, Rupa
    Rana, Dipti
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 41 (05) : 5497 - 5509
12345