Title :
An Event-Triggered Model for Disaster Retrieval via Meta Search Interface
Author :
Yin Lan ; Li Shuoming
Author_Institution :
Comput. Sch., Wuhan Univ., Wuhan, China
Abstract :
Disasters occur and are broadcasted by social media in our daily life. Retrieving the user-oriented relevant events in an aggregated results list through meta-search engine is a useful application. The definition and detection of events has been a hot topic in the study of natural language processing. Then gathering the disaster event information via different search interface for an event chain releasing is important. This paper designed an event-triggered model for events detection. As the emergency requirement of government as well as individual activities, disaster events detection is discussed as an example in this paper. A meta-search engine interface model is constructed with java based on the open source project Carrot2. And a H-T-E (Hazard, Trigger and Event) query expansion approach is applied in our event triggered model. The experimental results show that the proposed method can bring about increased accuracy and extra clues not supplied by commercial search engines. The solution we applied can be useful for other information supervision tasks and some issues like expecting the unexpected crisis etc. Also triggered by the project for further study.
Keywords :
Java; emergency management; natural language interfaces; query processing; search engines; social networking (online); Carrot2 open source project; H-T-E query expansion approach; Java; disaster event detection; disaster retrieval; event-triggered model; government emergency requirement; hazard-trigger-event query expansion approach; metasearch engine interface model; natural language processing; social media; user-oriented relevant event retrieval; Educational institutions; Engines; Event detection; Hazards; Metasearch; Ontologies; Search engines; Event-triggered model; H-T-E; Meta search; Query expansion;
Conference_Titel :
Future Generation Communication and Networking (FGCN), 2014 8th International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-1-4799-7779-6
DOI :
10.1109/FGCN.2014.40