Improvement of a location-aware recommender system using volunteered geographic information
Sign Up to like & getrecommendations! Published in 2019 at "Geocarto International"
DOI: 10.1080/10106049.2018.1493155
Abstract: Abstract Recommender systems (RS), as supportive tools, filter information from a massive amount of data based on the determined preferences. Most of the RS require information about the context of users such as their locations.… read more here.
Keywords: location aware; information; aware recommender; volunteered geographic ... See more keywords
A novel framework to alleviate the sparsity problem in context-aware recommender systems
Sign Up to like & getrecommendations! Published in 2017 at "New Review of Hypermedia and Multimedia"
DOI: 10.1080/13614568.2016.1152319
Abstract: ABSTRACT Recommender systems have become indispensable for services in the era of big data. To improve accuracy and satisfaction, context-aware recommender systems (CARSs) attempt to incorporate contextual information into recommendations. Typically, valid and influential contexts… read more here.
Keywords: context; aware recommender; recommender systems; context aware ... See more keywords
Optimized Trust-Aware Recommender System using Genetic Algorithm
Sign Up to like & getrecommendations! Published in 2017 at "Neural Network World"
DOI: 10.14311/nnw.2017.27.004
Abstract: Trust-aware recommender system (TARS) recommends ratings based on user trust. It greatly improves the conventional collaborative filtering by providing reliable recommendations when dealing with the data sparseness problem. One basic research issue of TARS is… read more here.
Keywords: trust aware; aware recommender; recommender; recommender system ... See more keywords