Collaborative Recommendation System for Environmental Activities Management Mobile Application

Pardines, Inmaculada; López, Victoria; Sanmartín, Antonio; Toledo, Mar Octavio de; Fernández, Carlos

doi:10.1007/978-3-642-54927-4_31

Cited by 1 publication

(2 citation statements)

References 11 publications

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“…Here it is worthy to note the development of tag-based user profiling methods for improving recommendations [9], where user profiles are built through a folksonomy-based approach that evaluates items according to the membership degrees to various attribute values, which are then used to compute the fuzzy user profile. Additionally, in the last few years further works on the use of fuzzy tools for modelling specific items' features in CBRS have been developed [2,5,14,69,96,99,104,126].…”

Section: Proposalsmentioning

confidence: 99%

See 1 more Smart Citation

Fuzzy Tools in Recommender Systems: A Survey

Toledo¹,

Martínez²

2017

IJCIS

152

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Recommender systems are currently successful solutions for facilitating access for online users to the information that fits their preferences and needs in overloaded search spaces. In the last years several methodologies have been developed to improve their performance. This paper is focused on developing a review on the use of fuzzy tools in recommender systems, for detecting the more common research topics and also the research gaps, in order to suggest future research lines for boosting the current developments in fuzzy-based recommender systems. Specifically, it is developed an analysis of the papers focused at such aim, indexed in Thomson Reuters Web of Science database, in terms of they key features, evaluation strategies, datasets employed, and application areas.

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Section: Proposalsmentioning

confidence: 99%

“…No Furniture manufacturing Pardines et al [96] System included in a mobile application that manages information related to an environmental educational program.…”

Section: Nomentioning

confidence: 99%