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

摘要

An apparatus for managing risk in social web media in a prediction-based manner is provided, and includes 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 performs language analysis and sensitivity analysis, a risk prediction modeling unit, which models risk prediction analysis, a risk detection and notification unit, which automatically detects and notifies the risk, a risk situation monitoring unit, which monitors in real time a risk state of a risk entity 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.

主权项

1. An apparatus for managing a risk in a prediction-based manner on social web media, comprising:
a risk vocabulary management unit, which extracts and manages a vocabulary to be managed as pertaining to a risk from social web content; a risk issue prediction analysis quality extraction unit, which extracts meta information related to a text that is an entity 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 entity 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.