FlexTrustRank: A New Approach to Link Spam Combating

Autor:	Mieczyslaw A. Klopotek, Dariusz Czerski, Paweł Łoziński, Bartłomiej Starosta, Marcin Sydow
Rok vydání:	2020
Předmět:	Service (systems architecture) Information retrieval Computer science media_common.quotation_subject InformationSystems_INFORMATIONSTORAGEANDRETRIEVAL Rank (computer programming) TrustRank law.invention Search engine PageRank Margin (machine learning) law Web page Quality (business) media_common
Zdroj:	Artificial Intelligence and Soft Computing ISBN: 9783030615338 ICAISC (2)
Popis:	The quality of search engine service relies on its capability to rank the webpages related to the user query in order of their intrinsic value. PageRank constituted a break-through as a method of webpage evaluation and was in use since then for multiple web search engines. This concept has been subject to attacks by malicious web linkage. As an counteraction, the so-called TrustRank was developed that instead of trusting all webpage developers it trusts only a handful of them that were manually selected. This approach has however a number of deficiencies: (1) it affects mainly the pages close to the manually selected pages, (2) it punishes other worthful webpages, (3) it leaves still a margin of manipulation on webpages with topics distant from those selected manually.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::a0e91e4d5422c961ae2b4fbfb9aac109 https://doi.org/10.1007/978-3-030-61534-5_12 Zobrazit plný text záznamu