An Approach to Intelligent Distributed Scanning and Analytical Processing of the Internet Inappropriate Information

被引：0
|
作者：
Branitskiy, Alexander [1 ]
Fedorchenko, Andrey [1 ]
Kotenko, Igor [1 ]
Saenko, Igor [1 ]
机构：
[1] Russian Acad Sci, St Petersburg Inst Informat & Automat, 14 Th Liniya,39, St Petersburg 199178, Russia
来源：
PROCEEDINGS OF THE 2019 10TH IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS - TECHNOLOGY AND APPLICATIONS (IDAACS), VOL. 1 | 2019年
关键词：
intelligent distributed scanner; analytical processing; inappropriate uinformation; classifier;
D O I：
10.1109/idaacs.2019.8924380
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The paper presents a new approach to implementation of intelligent distributed scanning and analytical processing of Web-content for detection of the Internet inappropriate information. The offered architecture of the component of the intelligent distributed scanners eliminates restrictions on capacity and localization of scanners in network by decentralized management of loading. The offered architecture of the component of analytical processing uses a set of the binary qualifiers based on machine learning methods. Experimental assessment of the proposed solutions showed their high efficiency on the classifier training time and on the completeness and the accuracy of inappropriate information detection.
引用
下载
收藏
页码：146 / 151
页数：6
相关论文
共 50 条
  • [1] An Approach to Creating an Intelligent System for Detecting and Countering Inappropriate Information on the Internet
    Vitkova, Lidiya
    Saenko, Igor
    Tushkanova, Olga
    INTELLIGENT DISTRIBUTED COMPUTING XIII, 2020, 868 : 244 - 254
  • [2] Intelligent data processing in distributed Internet applications
    Zielosko, B
    Wakulicz-Deja, A
    INTELLIGENT INFORMATION PROCESSING AND WEB MINING, PROCEEDINGS, 2005, : 585 - 591
  • [3] The intelligent system for detection and counteraction of malicious and inappropriate information on the Internet
    Kotenko, Igor
    Vitkova, Lidiya
    Saenko, Igor
    Tushkanova, Olga
    Branitskiy, Alexander
    AI COMMUNICATIONS, 2020, 33 (01) : 13 - 25
  • [4] Information warehouse analytical processing in the Internet age
    Thompson, Robert
    2000, West World Productions Inc, Beverly Hills, CA, United States (05):
  • [5] Gathering linguistic information in distributed intelligent agent on the Internet
    Pei, Z
    Ruan, D
    Xu, Y
    Proceedings of the 8th Joint Conference on Information Sciences, Vols 1-3, 2005, : 1569 - 1572
  • [6] New approach to the intelligent search for information on the Internet
    Zhu, M.
    Wang, J.P.
    Cai, Q.S.
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2001, 38 (01):
  • [7] An information scanning approach for learning to work on the internet
    Mathieu R.G.
    Schell G.P.
    Education and Information Technologies, 2001, 6 (1) : 55 - 61
  • [8] An information processing approach to distributed detection
    Lexa, MA
    Johnson, DH
    PROCEEDINGS OF THE 2003 IEEE WORKSHOP ON STATISTICAL SIGNAL PROCESSING, 2003, : 379 - 382
  • [9] An analytical approach to customer requirement information processing
    Zhou, Zude
    Xiao, Zheng
    Liu, Quan
    Ai, Qingsong
    ENTERPRISE INFORMATION SYSTEMS, 2013, 7 (04) : 543 - 557
  • [10] A Distributed Intelligent Agent Approach to Context in Information Retrieval
    Hobbs, Reginald L.
    INTELLIGENT VIRTUAL AGENTS, IVA 2016, 2016, 10011 : 475 - 478
12345