Framework for Web Content Mining Using Semantic Search and Natural Language Queries

被引：0
|
作者：
Shaikh, A. J. [1 ]
Kolhe, V. L. [2 ]
机构：
[1] DY Patil Coll Engn, Dept Comp Engn, Comp 2, Pune, Maharashtra, India
[2] DY Patil Coll Engn, Dept Comp Engn, Pune, Maharashtra, India
来源：
2013 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (ICCIC) | 2013年
关键词：
Information Retrieval; search engine; SPARQL; OWL; ontology; NLP; Semantic Web; Web Mining;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Current keyword based search engines are not able to search semantics in web pages. In this paper we present framework for semantic based web content mining system using semantic ontology and SPARQL. A major challenge in the work involves building ontology database from natural language web pages. Second challenge is automated translation of natural language queries into more precise SPARQL queries. Proposed approach is tested on cricket websites and shows outstanding improvements over traditional keyword based search results.
引用
收藏
页码：280 / 284
页数：5
相关论文
共 50 条
  • [1] Semantic matching of natural language Web queries
    Karam, N
    Benbernou, S
    Hacid, MS
    Schneider, M
    [J]. WEB ENGINEERING, PROCEEDINGS, 2004, 3140 : 416 - 429
  • [2] SWSNL: Semantic Web Search Using Natural Language
    Habernal, Ivan
    Konopik, Miloslav
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (09) : 3649 - 3664
  • [3] Semantic processing of natural language queries in the OntoNL framework
    Karanastasi, Anastasia
    Christodoulakis, Stavros
    [J]. ICSC 2007: INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING, PROCEEDINGS, 2007, : 686 - +
  • [4] Translating Web Search Queries into Natural Language Questions
    Kumar, Adarsh
    Dandapat, Sandipan
    Chordia, Sushil
    [J]. PROCEEDINGS OF THE ELEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2018), 2018, : 944 - 947
  • [5] Using a natural language understanding system to generate semantic web content
    Java, Akshay
    Nirneburg, Sergei
    McShane, Marjorie
    Finin, Timothy
    English, Jesse
    Joshi, Anupam
    [J]. INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS, 2007, 3 (04) : 50 - 74
  • [6] Intelligent Processing of Natural Language Search Queries Using Semantic Mapping for User Intention Extracting
    Chernyshov, Artyom
    Balandina, Anita
    Klimov, Valentin
    [J]. BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES 2018, 2019, 848 : 56 - 61
  • [7] An Ontology-Based Framework for Semantic Web Content Mining
    Yasodha, S.
    Dhenakaran, S. S.
    [J]. 2014 INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND INFORMATICS (ICCCI), 2014,
  • [8] Children's Web Search With Google: The Effectiveness of Natural Language Queries
    Kammerer, Yvonne
    Bohnacker, Maja
    [J]. PROCEEDINGS OF IDC 2012: THE 11TH INTERNATIONAL CONFERENCE ON INTERACTION DESIGN AND CHILDREN, 2012, : 184 - 187
  • [9] Mathematical Formula Search using Natural Language Queries
    Yang, Seon
    Ko, Youngjoong
    [J]. ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, 2014, 14 (04) : 99 - 104
  • [10] Semantic expansion of geographic web queries based on natural language positioning expressions
    Department of Computer Science, Federal University of Minas Gerais, Minas Gerais, Brazil
    不详
    不详
    [J]. Trans. GIS, 2007, 3 (377-397):
12345