A Personalized Search Engine Using Ontology-based Fuzzy Concept Networks

被引：7
|
作者：
Akhlaghian, Fardin [1 ]
Arzanian, Batool [1 ]
Moradi, Parham [1 ]
机构：
[1] Univ Kurdistan, Dept Elect Engn, Sanandaj, Iran
来源：
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON DATA STORAGE AND DATA ENGINEERING (DSDE 2010) | 2010年
关键词：
Search Engine; Web Personalization; Fuzzy Concept Networks; Ontolgy; User Profiles; QUERY;
D O I：
10.1109/DSDE.2010.30
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Nowadays, personalization of search engines as the only web search tools plays important role in increasing the speed of access to web information. Since the users may have diverse backgrounds and expectations for a given query, personalization of search engines results based on user's profile can help to better match the overall interests of an individual user. In this paper we personalize the search engine results using the automatic fuzzy concept networks. Our main idea is to employ the concepts of ontology in order to enrich the common fuzzy concept networks built based on user's profile. Experimental results indicate improvement in personalized search engine results using enriched fuzzy concept networks comparing to common fuzzy concept networks.
引用
收藏
页码：137 / 141
页数：5
相关论文
共 50 条
  • [41] An Ontology-Based Concept for Meta AutoML
    Humm, Bernhard G.
    Zender, Alexander
    ARTIFICIAL INTELLIGENCE APPLICATIONS AND INNOVATIONS, AIAI 2021, 2021, 627 : 117 - 128
  • [42] An ontology-based personalized retrieval model using case base reasoning
    Zidi, Amir
    Bouhana, Amna
    Abed, Mourad
    Fekih, Afef
    KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS 18TH ANNUAL CONFERENCE, KES-2014, 2014, 35 : 213 - 222
  • [43] Ontology-based heuristic patent search
    Cong-Phuoc Phan
    Hong-Quang Nguyen
    Tan-Tai Nguyen
    INTERNATIONAL JOURNAL OF WEB INFORMATION SYSTEMS, 2019, 15 (03) : 258 - 284
  • [44] Ontology-Based Search of Genomic Metadata
    Fernandez, Javier D.
    Lenzerini, Maurizio
    Masseroli, Marco
    Venco, Francesco
    Ceri, Stefano
    IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2016, 13 (02) : 233 - 247
  • [45] Ontology-based image classification using neural networks
    Breen, C
    Khan, L
    Kumar, A
    Lei, W
    INTERNET MULTIMEDIA MANAGEMENT SYSTEMS III, 2002, 4862 : 198 - 208
  • [46] Ontology-based web agents using concept description flow
    Xie, NF
    Cao, CG
    Ma, BX
    Zhang, CX
    Si, JX
    KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, 2004, 3214 : 580 - 586
  • [47] Ontology-Based Fuzzy Semantic Clustering
    Cheng, Yang
    THIRD 2008 INTERNATIONAL CONFERENCE ON CONVERGENCE AND HYBRID INFORMATION TECHNOLOGY, VOL 2, PROCEEDINGS, 2008, : 128 - 133
  • [48] Ontology-based Categorization of Web Search Results Using YAGO
    Ren, Anjian
    Du, Xiaoyong
    Wang, Puwei
    INTERNATIONAL JOINT CONFERENCE ON COMPUTATIONAL SCIENCES AND OPTIMIZATION, VOL 1, PROCEEDINGS, 2009, : 800 - 804
  • [49] Ontology-based search system using hierarchical structure design
    Zaid, Norasykin Mohd
    Lau, Sim Kim
    Said, Mohd Nihra Haruzuan Mohamad
    9TH INTERNATIONAL CONFERENCE ON COGNITIVE SCIENCE, 2013, 97 : 566 - 570
  • [50] Ontology-based concept similarity in Formal Concept Analysis
    Formica, Anna
    INFORMATION SCIENCES, 2006, 176 (18) : 2624 - 2641
12345