I'm feeling loco: A location based context aware recommendation system

N Saiph Savage, M Baranski, N Elva Chavez… - Advances in Location …, 2012 - Springer
Research in ubiquitous location recommendation systems has focused on automatically
inferring a user's preferences while little attention has been devoted to the recommendation …

Location recommendation by combining geographical, categorical, and social preferences with location popularity

Y Ma, J Mao, Z Ba, G Li - Information Processing & Management, 2020 - Elsevier
The primary aim of location recommendation is to predict users' future movement by
modeling user preference. Multiple types of information have been adopted in profiling …

Location-aware recommendation systems: Where we are and where we recommend to go

MC Rodríguez-Hernández, S Ilarri… - CEUR workshop …, 2015 - zaguan.unizar.es
Recommendation systems have been successfully used to provide items of interest to the
users (eg, movies, music, books, news, images). However, traditional recommenda-tion …

Location-based and preference-aware recommendation using sparse geo-social networking data

J Bao, Y Zheng, MF Mokbel - … of the 20th international conference on …, 2012 - dl.acm.org
The popularity of location-based social networks provide us with a new platform to
understand users' preferences based on their location histories. In this paper, we present a …

Location recommendation based on periodicity of human activities and location categories

SM Rahimi, X Wang - Advances in Knowledge Discovery and Data Mining …, 2013 - Springer
Location recommendation is a popular service for location-based social networks. This
service suggests unvisited sites to the users based on their visiting history and site …

Location-based service with context data for a restaurant recommendation

BH Lee, HN Kim, JG Jung, GS Jo - … 2006, Kraków, Poland, September 4-8 …, 2006 - Springer
Abstract Utilizing Global Positioning System (GPS) technology, it is possible to find and
recommend restaurants for users operating mobile devices. For recommending restaurants …

A location-dependent recommender system for the web

M Brunato, R Battiti, A Villani, A Delai - 2002 - eprints.biblio.unitn.it
A relevant piece of information in many context-aware applications for wireless and mobile
users is the user's current location. Knowledge of the position, when combined with the user …

Context-aware location recommendation by using a random walk-based approach

H Bagci, P Karagoz - Knowledge and Information Systems, 2016 - Springer
The location-based social networks (LBSN) enable users to check in their current location
and share it with other users. The accumulated check-in data can be employed for the …

Geo topic model: joint modeling of user's activity area and interests for location recommendation

T Kurashima, T Iwata, T Hoshide, N Takaya… - Proceedings of the sixth …, 2013 - dl.acm.org
This paper proposes a method that analyzes the location log data of multiple users to
recommend locations to be visited. The method uses our new topic model, called Geo Topic …

Location recommendation with social media data

C Bothorel, N Lathia, R Picot-Clémente… - Social Information Access …, 2018 - Springer
Smartphones with inbuilt location-sensing technologies are now creating a new realm for
recommender systems research and pratice. In this chapter, we focus on recommender …