• Home
  • Search
  • Retracted] Mode Optimization and Rule Management of Intellectual Property Rights Protection of Educational Resource Data Based on Machine Learning Algorithm
  • Cite Icon11
  • https://doi.org/10.1155/2021/1909518Copy DOI Icon

Retracted] Mode Optimization and Rule Management of Intellectual Property Rights Protection of Educational Resource Data Based on Machine Learning Algorithm

Show More
  • Abstract
  • Highlights & Summary
  • PDF
  • Literature Map
  • References
  • Citations
  • Similar Papers
Abstract

Educational resource data are a collection of final documents obtained by users, including full‐text journals, books, dissertations, newspapers, conference papers, and other database materials. While searching for information in the educational resource database, these resources also have functions such as copying, downloading, reproduction, and dissemination, which raise the issue of expression and protection of intellectual property. Machine learning takes how computers simulate human learning behaviors as the main research content, which can independently determine learning objects, construct their characteristics, perform additional operations beyond the limitations of preset instructions, and discover value from the expression of relative works. On the basis of summarizing and analyzing previous research works, this paper expounded the current research status and significance of intellectual property expression and protection of educational resource data; elaborated the development background, current status, and future challenges of machine learning technology; introduced the methods and principles of data classification algorithm and protection authority identification; performed the technical framework design and expression system establishment of the intellectual property expression of educational resource data based on machine learning; analyzed the mode optimization and rule management of intellectual property protection of educational resource data based on machine learning; and finally conducted a simulation experiment and its result analysis. The results show that the machine learning technology can build a subject‐oriented, highly integrated, and time‐changing educational resource data storage environment; the comprehensive, analysis‐oriented decision‐supporting system formed by machine learning can give full play to the potential role of data integration and value discovery and is therefore of great significance for the intellectual property expression and protection of integrated and complexly‐related educational resource data. The study results of this paper provide a reference for further research on the intellectual property expression and protection of educational resource data based on machine learning.

Loading PDF

Similar Papers
  • PDF
  • Research Article
  • Citations2

Civil legal method of protection of intellectual property rights

  • Jun 18, 2021
  • Law. Human. Environment
  • Oleksandr Svitlychnyi +1
  • Research Article

Protection of Intellectual Rights in International Agricultural Trade as Illustrated by the Experience of China and Russia

  • Nov 27, 2025
  • legal education and science
  • Chun Feng +1
  • Research Article

THE ROLE OF STATE AUTHORITIES IN THE PROTECTION AND ENFORCEMENT OF INTELLECTUAL PROPERTY RIGHTS TO PLANT VARIETIES

  • Jan 01, 2024
  • Kyiv Law Journal
  • S A Buhaienko
  • Research Article

МІЖНАРОДНІ ЗАСАДИ КРИМІНАЛЬНО-ПРАВОВОГО ЗАХИСТУ ОБ’ЄКТІВ ІНТЕЛЕКТУАЛЬНОЇ ВЛАСНОСТІ

  • Sep 02, 2022
  • Scientific journal Criminal and Executive System: Yesterday. Today. Tomorrow
  • I.V Berdnik
  • Research Article

СУЧАСНЕ БАЧЕННЯ ПРИРОДИ БЕЗПЕКИ ІНТЕЛЕКТУАЛЬНОЇ ВЛАСНОСТІ ПІДПРИЄМСТВ УКРАЇНИ

  • Jan 01, 2021
  • Law Journal of Donbass
  • Victoria Shekhovtsova
  • Research Article
  • Citations22

How does intellectual property protection in the host country affect outward foreign direct investment?

  • Jun 05, 2021
  • Research in International Business and Finance
  • Fengchun Li +2
  • Research Article

Incomplete Harmonization Contracts in International Economic Law: Report of the Panel, China - Measures Affecting the Protection and Enforcement of Intellectual Property Rights, Wt/Ds362/R, Adopted 20 March 2009

  • Mar 31, 2011
  • SSRN Electronic Journal
  • Kamal Saggi +1
  • Research Article

Public legal protection of intellectual property rights in Ukraine

  • Mar 01, 2025
  • Analytical and Comparative Jurisprudence
  • O P Svitlychnyy +1
  • PDF
  • Research Article

Intellectual rights of manufacturers of personal protective equipment in the context of national security threats: Between protection of intellectual property rights and the need for open innovation

  • Nov 01, 2024
  • Law. Human. Environment
  • Oleg Makarevych
  • Research Article
  • Citations4

Efficient use of intellectual property

  • Mar 07, 2019
  • Voprosy Ekonomiki
  • Grigory I Senchenia
  • PDF
  • Research Article
  • Citations2

The underexplored effects of economic transition on intellectual property rights protection: An economic geography perspective

  • Jan 01, 2025
  • Scientometrics
  • Xing Gao +5
  • Research Article
  • Citations1

Is Privacy and Personal Data Set to Become the New Intellectual Property?

  • Jan 01, 2019
  • SSRN Electronic Journal
  • Leon Trakman +2
  • Research Article

Analyzing the Litigation Practice Concerned with the Consideration of Intellectual Property Cases in Kazakhstan

  • Mar 31, 2019
  • Journal of Advanced Research in Law and Economics
  • Saule M Demezhanova +2
  • Research Article

The Colour of Copyright

  • Jul 01, 2002
  • M/C Journal
  • Margaret Mcdonnell
  • Research Article

To the question reform of the state system of legal protection of intellectual property in Ukraine

  • Dec 29, 2023
  • Visegrad Journal on Human Rights
  • Olexander Svitlichnyy
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.