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APPARATUS AND METHOD FOR MANAGING RISK BASED ON PREDICTION ON SOCIAL WEB MEDIA

机译:基于社交网络媒体预测的风险管理装置及方法

摘要

An apparatus for managing risk, based on prediction on social web content, according to the present invention, comprises: a risk vocabulary management unit which extracts and manages vocabulary to be managed as pertaining to risk from social web content; a risk issue prediction analysis quality extraction unit which extracts meta information related to text that is an object for analysis from an original of the social web content, and performs language analysis and sensitivity analysis; a risk prediction modeling unit which models risk prediction analysis through prediction of a statistical and mechanical learning method based on extracted qualities; a risk detection and notification unit which automatically detects the risk that is recognized based on risk prediction models pre-modeled from the social web content, and automatically notifies the detected risk; a risk situation monitoring unit which monitors in real time, a risk state of a risk object when an alarm is raised with respect to the detected risk; and a risk history management unit which receives user feedback for monitored risk information and manages a record of a terminated risk situation.
机译:根据本发明的用于基于对社交网络内容的预测的风险管理装置,包括:风险词汇管理单元,其从社交网络内容中提取和管理与风险有关的要管理的词汇;以及风险问题预测分析质量提取单元,从社交网络内容的原文中提取与作为分析对象的文本有关的元信息,并进行语言分析和敏感性分析;风险预测建模单元,其基于所提取的质量,通过对统计和机械学习方法的预测来对风险预测分析进行建模;风险检测和通知单元,其基于从社交网站内容预先建模的风险预测模型,自动检测识别出的风险,并自动通知检测到的风险;风险状况监视单元,当针对所检测到的风险发出警报时,实时监视风险对象的风险状态;风险历史记录管理单元接收用户对监视的风险信息的反馈并管理终止的风险情况的记录。

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