APPARATUS AND METHOD FOR MANAGING RISK BASED ON PREDICTION ON SOCIAL WEB MEDIA
First Claim
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.
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Abstract
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.
29 Citations
20 Claims
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1. An apparatus for managing a risk in a prediction-based manner on social web media, comprising:
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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. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18)
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19. A method for managing a risk in a prediction-based manner on social web media, comprising:
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extracting and managing a vocabulary to be managed as pertaining to a risk from social web content; extracting meta information related to a text that is an entity for analysis from social web content, and performing language analysis and sensitivity analysis; modeling risk prediction analysis through prediction of a statistical and mechanical learning method based on extracted qualities; automatically detecting and notifying the risk that is recognized based on risk prediction models pre-modeled from the social web content; monitoring in real time a risk state of a risk entity when an alarm is raised with respect to the detected risk; and recording a related risk termination situation in a risk history DB when the situation of the detected risk is terminated. - View Dependent Claims (20)
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Specification