Weighted PageRank Algorithm Search Engine Ranking Model for Web Pages

نویسندگان

چکیده

As data grows in size, search engines face new challenges extracting more relevant content for users’ searches. a result, number of retrieval and ranking algorithms have been employed to ensure that the results are user’s requirements. Unfortunately, most existing indexes crawl documents web pages based on limited set criteria designed meet user expectations, making it impossible deliver exceptionally accurate results. this study investigates analyses how work, as well elements contribute higher ranks. This paper addresses issue bias by proposing algorithm PageRank (PR) algorithm, which is one widely used page We propose weighted (WPR) test relationship between these various measures. The Weighted Page Rank model was three distinct trials compare rankings or preferences criteria. findings utilizing showed using multiple rank final better than only one, some had greater impact others.

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ژورنال

عنوان ژورنال: Intelligent Automation and Soft Computing

سال: 2023

ISSN: ['2326-005X', '1079-8587']

DOI: https://doi.org/10.32604/iasc.2023.031494