Intelligent web mining technique using evolutionary algorithms

机译：使用进化算法的智能Web挖掘技术

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

Many conventional search engines satisfy the need of information retrieval from WWW, but the results obtained still hold a chance for refinement and accuracy. This problem of getting irrelevant results is specifically observed for complex queries i.e. queries with many key words. We propose an intelligent method for web mining based on Genetic Algorithm (GA). The results produced by conventional search engine i.e. snippets, are further processed and refined further to extract only the most relevant snippets. A significant improvement is observed in the search results by using a modified GA with additional local searching technique of Memetic Algorithm (MA).

机译：许多传统的搜索引擎都可以满足从WWW检索信息的需求，但是所获得的结果仍然有改进和准确性的机会。对于复杂的查询（即具有多个关键字的查询），尤其会观察到获得不相关结果的问题。我们提出了一种基于遗传算法（GA）的智能网络挖掘方法。常规搜索引擎（即摘要）产生的结果会得到进一步处理和完善，以仅提取最相关的摘要。通过使用改进的GA和Memetic Algorithm（MA）的附加局部搜索技术，可以在搜索结果中看到显着的改进。

著录项

来源
《2014 International Conference on Issues and Challenges in Intelligent Computing Techniques》|2014年|508-514|共7页
会议地点 Ghaziabad(IN)
作者
More Surekha; Bharambe Ujwala;
展开▼
作者单位

Thadomal Shahani Engineering College, PG Kher Marge, TPS III, Bandra (W), Mumbai - 50, Indiac;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Evolutionary Algorithms; Genetic Algorithm; Memetic Algorithm; Web Mining; snippets;

机译：进化算法;遗传算法;模因算法; Web挖掘;代码段;;

相似文献

外文文献
中文文献
专利

1. A new intelligent decision making system combining classical methods, evolutionary algorithms and statistical techniques for optimal digital FIR filter design and their performance evaluation [J] . Kuyu Yigit Cagatay, Vatansever Fahri AEU: Archiv fur Elektronik und Ubertragungstechnik: Electronic and Communication . 2016,第12期

机译：结合经典方法，进化算法和统计技术的新型智能决策系统，用于优化数字FIR滤波器设计及其性能评估
2. Improved PageRank algorithm using structural web mining techniques and bee colony algorithm [J] . Helen Namaki, Ali Harounabadi, Seyed Javad Mirabedini International journal of computer science and network security . 2017,第10期

机译：使用结构化网络挖掘技术和蜂群算法的改进的PageRank算法
3. Web Content Mining Techniques Tools & Algorithms – A Comprehensive Study [J] . R.Malarvizhi, K.Saraswathi International Journal of Computer Trends and Technology . 2013,第8期

机译：Web内容挖掘技术工具和算法–综合研究
4. Intelligent web mining technique using evolutionary algorithms [C] . More Surekha, Bharambe Ujwala International Conference on Issues and Challenges in Intelligent Computing Techniques . 2014

机译：使用进化算法的智能网挖掘技术
5. PagePrompter: An intelligent agent for Web navigation created using data mining techniques. [D] . Wang, Xuewei. 2001

机译：PagePrompter：使用数据挖掘技术创建的Web导航智能代理。
6. The International Conference on Intelligent Biology and Medicine (ICIBM) 2020: Scalable techniques and algorithms for computational genomics [O] . Wei Zhang, Zhongming Zhao, Kai Wang, 2020

机译：国际智能生物学和医学会议（ICIBM）2020：计算基因组学的可扩展技术和算法
7. Phishing website detection using intelligent data mining techniques. Design and development of an intelligent association classification mining fuzzy based scheme for phishing website detection with an emphasis on E-banking. [O] . Abur-rous Maher Ragheb Mohammed 2010

机译：使用智能数据挖掘技术的网络钓鱼网站检测。一种基于智能关联分类挖掘模糊的网络钓鱼网站检测方案的设计与开发，重点是电子银行。
8. Trends in Intelligent System Technologies for Airfoil Design: - Computer Algebra Techniques for Gradient Computation through the Continuous Adjoint Approach - Use of Approximate Fitness Evaluators in Evolutionary Optimization; Conference paper [R] . Quagliarella, D., D'ambrosio, D., Iollo, A. 2003

机译：翼型设计智能系统技术的发展趋势： - 通过连续伴随方法进行梯度计算的计算机代数技术 - 在进化优化中使用近似适应度评估器;会议文件

Intelligent web mining technique using evolutionary algorithms

摘要

著录项

相似文献

相关主题

期刊订阅