[Objective] This paper tries to build domain ontology for intelligent applications, aiming to enhance the capability of domain knowledge representing and application development. [Methods] We proposed the application-driven circulation method to model cross-domain knowledge based on the demands of intelligent applications. It has the structure of “requirement + construction + evaluation”, so that requirements play leading role in ontology construction. We took the field of anti telephone fraud as an example, and constructed the anti-fraud ontology of the intelligent requirements. [Results] Our anti-fraud domain ontology represented a wide range of cross-domain knowledge and effectively supported intelligent anti-fraud applications, which were based on the semantics of fraudulent calls. [Limitations] More research is needed to examine the requirements of intelligent applications. [Conclusions] The proposed method promotes more research in domain ontology construction and anti-fraud methods.
邓诗琦,洪亮. 面向智能应用的领域本体构建研究*——以反电话诈骗领域为例[J]. 数据分析与知识发现, 2019, 3(7): 73-84.
Shiqi Deng,Liang Hong. Constructing Domain Ontology for Intelligent Applications: Case Study of Anti Tele-Fraud. Data Analysis and Knowledge Discovery, DOI：10.11925/infotech.2096-3467.2018.1269.