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Newly Developed Nature-Inspired Algorithms and their Applications to Recommendation Systems

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dc.creator Kose, Utku
dc.date 2012-12-31T22:00:00Z
dc.date.accessioned 2020-10-06T10:32:56Z
dc.date.available 2020-10-06T10:32:56Z
dc.identifier 7854f834-b0cb-462f-bbe0-f669e03ff1fe
dc.identifier 10.4018/978-1-4666-2542-6.ch011
dc.identifier https://avesis.sdu.edu.tr/publication/details/7854f834-b0cb-462f-bbe0-f669e03ff1fe/oai
dc.identifier.uri http://acikerisim.sdu.edu.tr/xmlui/handle/123456789/63915
dc.description Because of their mathematical backgrounds and coherent structures, Artificial Intelligent-based methods and techniques are often used to find solutions for different types of problems encountered. In the related context, nature-inspired algorithms are also important for providing more accurate solutions. Because of their nature-based, flexible process structures, the related algorithms can be applied to different types of problems. At this point, recommendation systems are one of the related problem areas where nature-inspired algorithms can be used to get better results. In the literature there are many research studies that are based on using nature-inspired algorithms within recommendation systems. This chapter aims to discuss usage of some newly developed nature-inspired algorithms in typical recommendation systems. In this aim, features and functions of some new nature-inspired algorithms will be explained first. Later, using the related algorithms in recommendation systems will be discussed. Following that, there will be a discussion on future of nature-inspired algorithms and also their roles in the recommendation approach or system-based applications.
dc.language eng
dc.rights info:eu-repo/semantics/closedAccess
dc.title Newly Developed Nature-Inspired Algorithms and their Applications to Recommendation Systems
dc.type info:eu-repo/semantics/article


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