A multilanguage platform for open source intelligence

被引:0
|
作者
Baldini, N.
Neri, F.
Pettoni, M.
机构
关键词
open source intelligence; focused crawling; natural language processing; morphological analysis; syntactic analysis; functional analysis; unsupervised clustering;
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
Open Source Intelligence (OSINT) is an intelligence gathering discipline that involves collecting information from open sources and analyzing it to produce usable intelligence. The revolution in information technology is making open sources more accessible, ubiquitous, and valuable, making open intelligence at less cost than ever before. The explosion in OSINT is transforming the intelligence world with the emergence of open versions of the specialistic arts of human intelligence (HUMINT), overhead imagery intelligence (IMINT), and signals intelligence (SIGINT). The international Intelligence Communities have seen open sources grow increasingly easier and cheaper to acquire in recent years. However, up to 80% of electronic data is textual and most valuable information is often hidden and encoded in pages which are neither structured, nor classified. The process of accessing all these raw data, heterogeneous in terms of source and language, and transforming them into information is therefore strongly linked to automatic textual analysis and synthesis, which are greatly related to the ability to master the problems of multilinguality. This paper describes a multilingual indexing, searching and clustering system, designed to manage huge sets of data collected from different and geographically distributed information sources, which provides language independent search and dynamic classification features. The Joint Intelligence and EW Training Centre (CIFIGE) is a military institute, which has adopted this system in order to train the military and civilian personnel of Defence in the OSINT discipline.
引用
收藏
页码:325 / 334
页数:10
相关论文
共 50 条
  • [1] Open source hardware and software platform for robotics and artificial intelligence applications
    Ng, Liang S.
    Tan, K. O.
    Lai, Clement T. H.
    Ng, S. K.
    Ali, Mohammed A. H.
    Mailah, Musa
    Yussof, Wan Azhar
    Hamedon, Zamzuri
    Yussof, Zulkifli
    [J]. 2ND INTERNATIONAL MANUFACTURING ENGINEERING CONFERENCE AND 3RD ASIA-PACIFIC CONFERENCE ON MANUFACTURING SYSTEMS (IMEC-APCOMS 2015), 2016, 114
  • [2] Open source intelligence and intelligence analytics
    Podbregar, Iztok
    Ivanusa, Teodora
    [J]. REVIJA ZA KRIMINALISTIKO IN KRIMINOLOGIJO, 2010, 61 (02): : 191 - 198
  • [3] OSBIA: Open Source Business Intelligence Analytics System Based on Domestic Platform
    Zhao, Shiwei
    Cao, Zewen
    Liu, Wensen
    [J]. FOURTEENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, 2015, : 125 - +
  • [4] OSIA: Open Source Intelligence Analysis System based on Cloud Computing and Domestic Platform
    Zhao, Shi-Wei
    Cao, Ze-Wen
    Liu, Wen-Sen
    [J]. 2015 2ND INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING ICISCE 2015, 2015, : 371 - 375
  • [5] There Is No Such Thing as Open Source Intelligence
    Hatfield, Joseph M.
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENCE AND COUNTERINTELLIGENCE, 2024, 37 (02) : 397 - 418
  • [6] An open source platform for educators
    Su, CC
    [J]. 5th IEEE International Conference on Advanced Learning Technologies, Proceedings, 2005, : 961 - 962
  • [7] tranSMART platform for translational medicine: An open source, open data and open science platform
    Potenzone, Rudy
    Elliston, Keith
    [J]. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2017, 253
  • [8] SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence
    Fang, Wei
    Chen, Yanqi
    Ding, Jianhao
    Yu, Zhaofei
    Masquelier, Timothee
    Chen, Ding
    Huang, Liwei
    Zhou, Huihui
    Li, Guoqi
    Tian, Yonghong
    [J]. SCIENCE ADVANCES, 2023, 9 (40):
  • [9] Open source as a gateway to artificial intelligence
    Balnaves, Edmund
    [J]. SOUTH AFRICAN JOURNAL OF LIBRARIES AND INFORMATION SCIENCE, 2024, 90 (02)
  • [10] Open Source Business Intelligence in Manufacturing
    Jesus, Eduardo
    Bernardino, Jorge
    [J]. PROCEEDINGS OF THE 18TH INTERNATIONAL DATABASE ENGINEERING AND APPLICATIONS SYMPOSIUM (IDEAS14), 2014, : 368 - 369