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数据分析与知识发现  2019, Vol. 3 Issue (7): 73-84    DOI: 10.11925/infotech.2096-3467.2018.1269
  研究论文 本期目录 | 过刊浏览 | 高级检索 |
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
邓诗琦,洪亮()
武汉大学信息管理学院 武汉 430072
Constructing Domain Ontology for Intelligent Applications: Case Study of Anti Tele-Fraud
Shiqi Deng,Liang Hong()
School of Information Management, Wuhan University, Wuhan 430072, China
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摘要 

目的】发挥智能应用对本体构建的驱动作用, 增强本体对领域知识的表示能力以及对智能应用的支撑能力。【方法】提出一种面向智能应用的领域本体构建方法, 即应用驱动循环法, 以智能应用需求为核心进行跨领域知识的融合建模, 采用“需求+构建+评估”循环式结构, 使得智能应用需求在本体构建的全过程中可发挥引领性作用。以反电话诈骗领域为例, 在智能反诈需求驱动下构建反诈领域本体, 并支持相应的智能应用。【结果】评估实验结果表明, 依据本文方法构建的反诈领域本体能够表示广泛庞杂的跨领域知识, 并在理解诈骗通话语义的基础上有效支持智能反诈应用。【局限】智能应用需求的分析与评估需要进一步量化。【结论】本文方法解决了领域本体构建不足以支持智能应用的问题, 为领域本体构建研究以及反诈方法研究提供参考依据。

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邓诗琦
洪亮
关键词 本体构建智能应用本体评估反电话诈骗    
Abstract

[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.

Key wordsOntology Construction    Intelligent Application    Ontology Evaluation    Anti Telephone Fraud
收稿日期: 2018-11-14     
中图分类号:  G350  
基金资助:*本文系国家重点研发计划资助的研究成果之一(2018YFC0806900)
通讯作者: 洪亮     E-mail: hong@whu.edu.cn
引用本文:   
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.
链接本文:  
http://manu44.magtech.com.cn/Jwk_infotech_wk3/CN/10.11925/infotech.2096-3467.2018.1269
图1  应用驱动循环法构建领域本体的过程
专业概念 概念定义
诈骗事件