Friend of a Friend with Benefits ontology (FOAF plus ): extending a social network ontology for public health

被引:7
作者
Amith, Muhammad [1 ]
Fujimoto, Kayo [2 ]
Mauldin, Rebecca [3 ]
Tao, Cui [1 ]
机构
[1] Univ Texas Hlth Sci Ctr Houston, Sch Biomed Informat, 7000 Fannin St Suite 600, Houston, TX 77030 USA
[2] Univ Texas Hlth Sci Ctr Houston, Sch Publ Hlth, 7000 Fannin St,Suite 2514, Houston, TX 77030 USA
[3] Univ Texas Arlington, 211 South Cooper St,Box 19129, Arlington, TX 76019 USA
基金
美国国家卫生研究院;
关键词
Ontology; Public health; Disease surveillance; Social network analysis; HIV;
D O I
10.1186/s12911-020-01287-8
中图分类号
R-058 [];
学科分类号
摘要
Background Dyadic-based social networks analyses have been effective in a variety of behavioral- and health-related research areas. We introduce an ontology-driven approach towards social network analysis through encoding social data and inferring new information from the data. Methods The Friend of a Friend (FOAF) ontology is a lightweight social network ontology. We enriched FOAF by deriving social interaction data and relationships from social data to extend its domain scope. Results Our effort produced Friend of a Friend with Benefits (FOAF+) ontology that aims to support the spectrum of human interaction. A preliminary semiotic evaluation revealed a semantically rich and comprehensive knowledge base to represent complex social network relationships. With Semantic Web Rules Language, we demonstrated FOAF+ potential to infer social network ties between individual data. Conclusion Using logical rules, we defined interpersonal dyadic social connections, which can create inferred linked dyadic social representations of individuals, represent complex behavioral information, help machines interpret some of the concepts and relationships involving human interaction, query network data, and contribute methods for analytical and disease surveillance.
引用
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页数:14
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