A Social Cultural Recommender based on Linked Open Data

被引:17
作者
De Angelis, Alessio [1 ]
Gasparetti, Fabio [1 ]
Micarelli, Alessandro [1 ]
Sansonetti, Giuseppe [1 ]
机构
[1] Roma Tre Univ, Via Vasca Navale 79, I-00146 Rome, Italy
来源
ADJUNCT PUBLICATION OF THE 25TH CONFERENCE ON USER MODELING, ADAPTATION AND PERSONALIZATION (UMAP'17) | 2017年
关键词
Recommender systems; cultural heritage; social networks; linked open data;
D O I
10.1145/3099023.3099092
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article describes a recommender system (RS) in the cultural heritage area, which takes into account the activities on social media performed by the target user and her friends. For this purpose, the system exploits linked open data (LOD) as well. More specifically, the proposed RS (i) extracts information from social networks (e.g., Facebook) by analyzing content generated by users and those included in their social networks; (ii) performs disambiguation tasks through LOD tools; (iii) profiles the user as a social graph; (iv) provides the actual user with personalized suggestions of artistic and cultural resources by integrating collaborative filtering algorithms with semantic technologies for leveraging LOD sources such as DBpedia and Europeana.
引用
收藏
页码:329 / 332
页数:4
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