Hybrid POI Recommendation System for Tourism
نویسندگان
چکیده
منابع مشابه
A hybrid recommendation approach for a tourism system
Many current e-commerce systems provide personalization when their content is shown to users. In this sense, recommender systems make personalized suggestions and provide information of items available in the system. Nowadays, there is a vast amount of methods, including data mining techniques that can be employed for personalization in recommender systems. However, these methods are still quit...
متن کاملHybrid Recommender System for Personalized Poi Selection
An important phase of trip planning is the selection of relevant points of interest. Many recommender systems have been developed to assist in travel planning, but only few of them take into account user’s preferences. This paper presents preliminary results of the hybrid recommender system which first, filters out the points of interest according to user preferences and second, predicts the at...
متن کاملLearning Spatiotemporal-Aware Representation for POI Recommendation
The wide spread of location-based social networks brings about a huge volume of user check-in data, which facilitates the recommendation of points of interest (POIs). Recent advances on distributed representation shed light on learning low dimensional dense vectors to alleviate the data sparsity problem. Current studies on representation learning for POI recommendation embed both users and POIs...
متن کاملPersonalized Dynamic Recommendation System for Tourism Using Hybrid Approach in Web Mining
Abstract -Today’s rapid exponential growth in the use of internet has given boom to all areas having access to it. This has helped creating great opportunities and options for the businesses as well as customers. But this rapid growth has resulted complex situations for the customers to find the product and services they really want due to variation in prices and features. Also, providing accur...
متن کاملDesign and implementation of a WEBGIS-based recommendation system based on context-awareness for tourism planning
Today, tourism is one of the most lucrative industries in the world. Due to the large amount of information that exists about the points of Interest (POI) of a city, the tourist is faced with an overload of information. As a result, a recommending system is needed to recommend suitable tourist places to the tourist in the shortest time. In order to offer a better offer, the interests and contex...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of System Modeling and Simulation
سال: 2018
ISSN: 2518-0959
DOI: 10.24178/ijsms.2018.3.1.01