Semantic search using Natural Language Processing

被引:0
|
作者
Kupiyalova, Aiza [1 ]
Satybaldiyeva, Ryskhan [1 ]
Aiaskarov, Serik [1 ]
机构
[1] Int Informat Technol Univ, Informat Syst Dept, Alma Ata, Kazakhstan
关键词
Semantic search; Data management; context analysis; NLP; machine translation; machine learning; computational techniques; linguists;
D O I
10.1109/CBI49978.2020.10065
中图分类号
F [经济];
学科分类号
02 ;
摘要
Natural Language Processing (NLP) is a computerized way of analyzing texts. NLP involves the acquisition of knowledge on how a person understands and uses language. This is for the development of appropriate tools and techniques that allow computer systems to understand and manipulate natural languages to perform various desirable tasks. This article reviews the literature in the NLP. It also provides information about NLP history. Additionally it provides architectural design for semantic search tool using NLP, and discussed architectural modules, domain and constraints. This work proposes future possibilities for research and its application.
引用
收藏
页码:96 / 100
页数:5
相关论文
共 50 条
  • [1] Semantic Search Engine Using Natural Language Processing
    Pandiarajan, Sudhakar
    Yazhmozhi, V. M.
    Kumar, P. Praveen
    [J]. ADVANCED COMPUTER AND COMMUNICATION ENGINEERING TECHNOLOGY, 2015, 315 : 561 - 571
  • [2] Contemporary Semantic Search using Natural Language Processing
    Kumar, N. Anish
    Srinivasulu, Senduru
    Kanna, M. N. Dinesh
    [J]. 2015 INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES AND MANAGEMENT FOR COMPUTING, COMMUNICATION, CONTROLS, ENERGY AND MATERIALS (ICSTM), 2015, : 30 - 38
  • [3] Semantic Search Processing in Natural Language Interface
    Sharef, Nurfadhlina Mohd
    Noah, Shahrul Azman Mohd
    Sharef, Nurfadhlina Mohd
    [J]. 2012 7TH INTERNATIONAL CONFERENCE ON COMPUTING AND CONVERGENCE TECHNOLOGY (ICCCT2012), 2012, : 1436 - 1442
  • [4] SEMANTIC SEARCH BASED ON NATURAL LANGUAGE PROCESSING - A NUMISMATIC EXAMPLE
    Klinger, Patricia
    Gampe, Sebastian
    Tolle, Karsten
    Peter, Ulrike
    [J]. JOURNAL OF ANCIENT HISTORY AND ARCHAEOLOGY, 2018, 5 (03): : 68 - 79
  • [5] SWSNL: Semantic Web Search Using Natural Language
    Habernal, Ivan
    Konopik, Miloslav
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (09) : 3649 - 3664
  • [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] Detecting Semantic Similarity Of Documents Using Natural Language Processing
    Agarwala, Saurabh
    Anagawadi, Aniketh
    Guddeti, Ram Mohana Reddy
    [J]. AI IN COMPUTATIONAL LINGUISTICS, 2021, 189 : 128 - 135
  • [8] Natural Language Processing Resources: Using Semantic Web Technologies
    Pohorec, Sandi
    Ceh, Ines
    Zorman, Milan
    Mernik, Marjan
    Kokol, Peter
    [J]. PROCEEDINGS OF THE ITI 2012 34TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY INTERFACES (ITI), 2012, : 397 - 402
  • [9] Semantic Web service discovery using natural language processing techniques
    Sangers, Jordy
    Frasincar, Flavius
    Hogenboom, Frederik
    Chepegin, Vadim
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (11) : 4660 - 4671
  • [10] Automated Extraction of Semantic Legal Metadata Using Natural Language Processing
    Sleimi, Amin
    Sannier, Nicolas
    Sabetzadeh, Mehrdad
    Briand, Lionel C.
    Dann, John
    [J]. 2018 IEEE 26TH INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE (RE 2018), 2018, : 124 - 135