Intelligent Web Data Extraction System for E-commerce

被引：0
|
作者：
Selvy, P. Tamije
Anitha, M.
Varthan, L. R. Vishnu
Sethupathi, P.
Adharsh, S. P.
机构：
来源：
JOURNAL OF ALGEBRAIC STATISTICS | 2022年 / 13卷 / 03期
关键词：
Adaptive web scraping; Deep learning; Long Short-Term Memory (LSTM); Web data extraction; You only look once (Yolo); ResNet;
D O I：
暂无
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
Data is crucial in today's world for whichever domain is taken to offer a higher and more intuitive experience for a user, Sometimes data is readily available in raw format, and Sometimes we need to extract the data from other websites/sources using advanced web scraping technologies. However, a web scraper that is based on a set of rules fails in the real world because the website's content dynamically and rapidly changes over time which in turn also changes the HTML contents of the website content. This study investigates a mechanism to allow automated web data extraction, In this study, an intelligent web data extraction using convolutional and Residual Neural Networks (ResNet) is developed. Usage of ResNet in the training layer accelrates the over all learning speed of the model.
引用
收藏
页码：63 / 68
页数：6
相关论文
共 50 条
  • [1] An Intelligent and Automated Web Data Extraction System for E-commerce
    Munot, Atharv V.
    Bora, Prashant P.
    Durgude, Shubham
    SMART TRENDS IN COMPUTING AND COMMUNICATIONS, VOL 5, SMARTCOM 2024, 2024, 949 : 329 - 337
  • [2] An intelligent web spider for online e-commerce data on extraction
    Murali, Ranjani
    PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON GREEN COMPUTING AND INTERNET OF THINGS (ICGCIOT 2018), 2018, : 332 - 339
  • [3] Intelligent Web browsing by visual data mining for E-commerce applications
    You, J
    Liu, J
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS AND TECHNOLOGY, VOLS I AND II, 2001, : 702 - 708
  • [4] Design and Implementation of Web Usage Mining Intelligent System in the Field of e-commerce
    Devi, B. Naveena
    Devi, Y. Rama
    Rani, B. Padmaja
    Rao, R. Rajeshwar
    INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY AND SYSTEM DESIGN 2011, 2012, 30 : 20 - 27
  • [5] Combining Intelligent Agent with the Semantic Web Services for Building An e-Commerce System
    Bao Cui-Mei
    ICEBE 2009: IEEE INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING, PROCEEDINGS, 2009, : 371 - 376
  • [6] Intelligent E-Commerce
    Prasad, Bhanu
    JOURNAL OF INTELLIGENT SYSTEMS, 2005, 14 (01) : 1 - 2
  • [7] WEB data mining applications in e-commerce
    Zhao, Yonghua
    Lin, Hong
    2014 PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION (ICCSE 2014), 2014, : 557 - 559
  • [8] Web data integration for E-commerce applications
    Hasselbring, W
    IEEE MULTIMEDIA, 2003, 9 (01) : 16 - 25
  • [9] Web data integration for E-commerce applications
    Hasselbring, Wilhelm
    2002, Institute of Electrical and Electronics Engineers Computer Society (09)
  • [10] The Design of Intelligent Corporate E-commerce System
    ZHANG Qing-bian 1
    2. Corporation of Kingside Network Ltd
    厦门大学学报(自然科学版), 2002, (S1) : 265 - 266
12345