DocumentCode :
1607736
Title :
Object name search based on user´s description in extraction and validation approach
Author :
Koba, Yuko ; Yumoto, Takayuki ; Nii, Manabu ; Takahashi, Yutaka
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of Hyogo, Himeji, Japan
fYear :
2010
Firstpage :
350
Lastpage :
354
Abstract :
People often want to know the names of the objects that they can explain but don´t know the names. It is, however, difficult to find such object names using conventional Web search engines. So, we propose a new method for finding the object name from the descriptions given by a user. This method consists of two phases, the extraction phase and the validation phase. In the extraction phase, candidate words are extracted by conducting a Web search using a combination of the queries generated from the user´s descriptions. In the validation phrase, each candidate word is validated through a Web search using the candidate word. We rank the candidate words based on the user´s description. We evaluated our algorithm by performing several tasks to find the object names from questions in Q&A sites. We also compared it with the methods using queries consisting of all the words in the description and queries consisting of user-selected and user-generated words. The precision by our algorithm was higher than the precision by the other methods.
Keywords :
Internet; query processing; search engines; Web search engines; extraction approach; object name search; user description; user-generated word; user-selected word; validation approach; Australia; Conferences; Data engineering; Filtering; Marine animals; Search engines; Web search; Object name search; Web search; query relaxation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Universal Communication Symposium (IUCS), 2010 4th International
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-7821-7
Type :
conf
DOI :
10.1109/IUCS.2010.5666249
Filename :
5666249
Link To Document :
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