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
来源
2023 IEEE 47TH ANNUAL COMPUTERS, SOFTWARE, AND APPLICATIONS CONFERENCE, COMPSAC | 2023年
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
  • [1] A Real-Time Open Public Sources Text Analysis System
    Chi Mai Nguyen
    Phat Trien Thai
    Van Tuan Nguyen
    Duy Khang Lam
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (12) : 911 - 917
  • [2] Integration of Speech and Text Processing Modules into a Real-Time Dialogue System
    Ptacek, Jan
    Ircing, Pavel
    Spousta, Miroslav
    Romportl, Jan
    Loose, Zdenek
    Cinkova, Silvie
    Relano Gil, Jose
    Santos, Raul
    TEXT, SPEECH AND DIALOGUE, 2010, 6231 : 552 - +
  • [3] DEES: a real-time system for event extraction from disaster-related web text
    Nilani Algiriyage
    Raj Prasanna
    Kristin Stock
    Emma E. H. Doyle
    David Johnston
    Social Network Analysis and Mining, 13
  • [4] DEES: a real-time system for event extraction from disaster-related web text
    Algiriyage, Nilani
    Prasanna, Raj
    Stock, Kristin
    Doyle, Emma E. H.
    Johnston, David
    SOCIAL NETWORK ANALYSIS AND MINING, 2022, 13 (01)
  • [5] Soutcom: Real-time sentiment analysis of Arabic text for football fan satisfaction using a bidirectional LSTM
    Alfarhood, Sultan
    EXPERT SYSTEMS, 2025, 42 (02)
  • [6] A real-time transportation prediction system
    Haiguang Li
    Zhao Li
    Robert T. White
    Xindong Wu
    Applied Intelligence, 2013, 39 : 793 - 804
  • [7] A real-time transportation prediction system
    Li, Haiguang
    Li, Zhao
    White, Robert T.
    Wu, Xindong
    APPLIED INTELLIGENCE, 2013, 39 (04) : 793 - 804
  • [8] Capacity Control of Social Media Diffusion for Real-Time Analysis System
    Enoki, Miki
    Yoshida, Issei
    Oguchi, Masato
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2017, E100D (04): : 776 - 784
  • [9] A REAL-TIME BURST ANALYSIS METHOD
    Ebina, Ryohei
    Nakamura, Kenji
    Oyanagi, Shigeru
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2013, 22 (05)
  • [10] Data-Driven Exploration of Real-Time Geospatial Text Streams
    Bosch, Harald
    Krueger, Robert
    Thom, Dennis
    MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, PT III, 2015, 9286 : 203 - 207