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Presenting a Way to Improve Web Page Ranking Algorithm Using Firefly Algorithm

机译:提出一种使用Firefly算法改进网页排名算法的方法

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According to daily growth in the volume of data and web development, the need for methods and techniques in order to derive useful information, have risen more than before. So to enhance Website Performance, Web server activities based on interests and the profits of users have been changed. In order to provide better and more efficient results to users, many ranking algorithms on the web pages have been used. In this study, we try to make changes in the standard algorithm to achieve developed version that unlike standard algorithm, considers the users’ interests in web pages to calculate Page Rank, which leads to better and more relevant results. The simulation results show that the proposed algorithm presents more suitable page ranks and generates better and more distinctive ratings. In comparison, the proposed algorithm is improved 1.35% compared to the standard Page Rank algorithm and 1.66% compared to Page Rank (VOL).
机译:根据数据量和网络开发的每日增长,对获取有用信息的方法和技术的需求比以前增加了。因此,为了提高网站性能,基于兴趣和用户利润的Web服务器活动已更改。为了向用户提供更好和更有效的结果,已经使用了网页上的许多排名算法。在本研究中,我们尝试对标准算法进行更改,以实现与标准算法不同的改进版本,该版本考虑了用户对网页的兴趣来计算页面排名,从而获得更好,更相关的结果。仿真结果表明,所提出的算法具有更合适的页面排名,并产生了更好,更独特的评级。相比之下,与标准Page Rank算法相比,所提出的算法提高了1.35%,与Page Rank(VOL)相比,提高了1.66%。

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