A framework for personalizing atypical web search sessions with concept-based user profiles using selective machine learning techniques

P Bedi, SB Goyal, AS Rajawat, RN Shaw… - … Computing and Intelligent …, 2022 - Springer
Advanced Computing and Intelligent Technologies: Proceedings of ICACIT 2021, 2022Springer
Human beings have been using all kinds of devices to perform diverse things since their
evolution. The human brain's imagination contributed to the creation of numerous devices.
This devises human existence simply by empowering individuals to fulfill diverse needs for
existence, including transport, industries, houses, and computers. Current custom online
search mechanisms do not take into consideration specific sites that are unvisited by the
customer and could be direct responses to the information needs of the consumer …
Abstract
Human beings have been using all kinds of devices to perform diverse things since their evolution. The human brain’s imagination contributed to the creation of numerous devices. This devises human existence simply by empowering individuals to fulfill diverse needs for existence, including transport, industries, houses, and computers. Current custom online search mechanisms do not take into consideration specific sites that are unvisited by the customer and could be direct responses to the information needs of the consumer. Furthermore, pages in the outcome package, while not explicitly applicable to the need for user knowledge, may include a connection to relevant pages. Only through doing semantic analysis will certain connections be established. This paper aims to classify certain related sites by semantic review of the quest route and offers an efficient customized site search. This facilitates online search by offering content and the relationship between the search question and the related web pages dependent on individuals.
Springer
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