A Real-Time Text Analysis System

被引:0
|
作者
Chi Mai Nguyen [1 ]
Phat Trien Thai [1 ]
Duy Khang Lam [1 ]
Van Tuan Nguyen [1 ]
机构
[1] Viettel High Technol Ind Corp, Command Control Ctr, Ho Chi Minh City, Vietnam
关键词
text analysis system; data mining; natural language processing; SOCIAL MEDIA;
D O I
10.1109/COMPSAC57700.2023.00053
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We live in an age of information overload. Manual information processing is increasingly overwhelmed with the enormous amount of information created by the explosive growth of news portals and online social networks. Such a situation calls for an automatic system that can support the process of handling, analyzing, and filtering information, especially information from online sources. In this work, we proposed a text analysis system that automatically collects, extracts, and analyses information from public-source-text documents such as news portals and social media networks. The proposed system can handle both long and short-text documents. It also has real-time features and is not restricted by any input data domain. The system can be used in different domains, such as scientific research, marketing, and security-related domains. Moreover, the system is engineered in modules and is flexible. Each module is an independent microservice that can be used as a separate standalone application. The system is also extensible since new modules can be added easily.
引用
收藏
页码:340 / 345
页数:6
相关论文
共 50 条
  • [31] Development of Real-time Combustion Analysis System for IC Engine Based on Real-time Optimization
    Wang Z.
    Guo K.
    Wu W.
    Qin G.
    Yang C.
    Cheng X.
    Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery, 2020, 51 (01): : 372 - 382
  • [32] Real-time Time Synchronization Detection System application and Analysis
    Qu Gang
    Bi Xiaoliang
    Ge Zhaoqiang
    Zhang Peihong
    Yuan Hao
    AUTOMATIC CONTROL AND MECHATRONIC ENGINEERING III, 2014, 615 : 135 - +
  • [33] Real-Time Scene Text Localization and Recognition
    Neumann, Lukas
    Matas, Jiri
    2012 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2012, : 3538 - 3545
  • [34] Real-time text tracking in natural scenes
    Merino-Gracia, Carlos
    Mirmehdi, Majid
    IET COMPUTER VISION, 2014, 8 (06) : 670 - 681
  • [35] Real-Time Visual Analytics for Text Streams
    Keim, Daniel A.
    Krstajic, Milos
    Rohrdantz, Christian
    Schreck, Tobias
    COMPUTER, 2013, 46 (07) : 47 - 55
  • [36] Text modeling for real-time document categorization
    Byrnes, John
    Rohwer, Richard
    2005 IEEE Aerospace Conference, Vols 1-4, 2005, : 3081 - 3091
  • [37] CONVERTING TEXT INTO SPEECH IN REAL-TIME WITH MICROCOMPUTERS
    OMOTAYO, OR
    MICROPROCESSORS AND MICROSYSTEMS, 1984, 8 (09) : 481 - 487
  • [38] Real-Time Ukrainian Text Recognition and Voicing
    Tymoshenko, Kateryna
    Vysotska, Victoria
    Kovtun, Oksana
    Holoshchuk, Roman
    Holoshchuk, Svitlana
    COLINS 2021: COMPUTATIONAL LINGUISTICS AND INTELLIGENT SYSTEMS, VOL I, 2021, 2870
  • [39] Ring: Real-Time Emerging Anomaly Monitoring System Over Text Streams
    Yu, Weiren
    Li, Jianxin
    Bhuiyan, Md Zakirul Alam
    Zhang, Richong
    Huai, Jinpeng
    IEEE TRANSACTIONS ON BIG DATA, 2019, 5 (04) : 506 - 519
  • [40] A REAL-TIME MONITOR FOR A DISTRIBUTED REAL-TIME OPERATING SYSTEM
    TOKUDA, H
    KOTERA, M
    MERCER, CW
    SIGPLAN NOTICES, 1989, 24 (01): : 68 - 77