A multimodel context-aware tourism recommendation service: Approach and architecture

被引：15
|
作者：
Kashevnik, A. M. [1 ]
Ponomarev, A. V. [1 ]
Smirnov, A. V. [1 ,2 ]
机构：
[1] Russian Acad Sci, St Petersburg Inst Informat & Automat, St Petersburg, Russia
[2] ITMO Univ, St Petersburg, Russia
来源：
JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL | 2017年 / 56卷 / 02期
基金：
俄罗斯基础研究基金会;
关键词：
SYSTEMS;
D O I：
10.1134/S1064230717020125
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Recommender systems and services are now widely used to support decision-making in the fields characterized by the selection from a large number of alternatives with a significant influence of subjective preferences. A comprehensive multimodel approach to the development of context-aware recommender systems in the field of tourism information support is proposed. In particular, it is proposed to construct a recommender system based on loosely coupled modules, in which both personalized and nonpersonalized recommendation methods are implemented, and the synthesis module, which adapts the module system to the specific conditions of different kinds of initial information.
引用
收藏
页码：245 / 258
页数：14
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