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Title:Developing a question answering system for the slovene language
Authors:Čeh, Ines (Author)
Ojsteršek, Milan (Author)
Files:URL http://www.wseas.us/e-library/transactions/information/2009/29-627.pdf
 
Language:English
Work type:Unknown ()
Typology:1.01 - Original Scientific Article
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:In todayćs world the majority of information is sought after on the internet. A common method is the use of search engines. However since the result of a query to the search engine is a ranked list of results, this is not the final step. It is up to the user to review the results and determine which of the results provides the information needed. Often this process is time consuming and does not provide the sought after information. Besides the number of returned results the limiting factor is often the lack of ability of the usersto form the correct query. The solution for this can be found in the formof question answering systems, where the user proposes a question in the natural language, similarly as talking to another person. The answer is the exact answer instead of a list of possible results. This paper presents the design of a question answering system in natural slovene language. The system searches for the answers for our target domain (Faculty of Electrical Engineering and Computer Science) with the use of a local database, databases of the facultyćs information system, MS Excel files and through web service calls. We have developed two separate applications: one for users and the other for the administrators of the system. With the help of the latter application the administrators supervise the functioning and use of entire system. The former application is actually the system that answers the questions.
Keywords:question answering, Slovenian language, question classification, machine learning, question templates, personalization
Year of publishing:2009
UDC:004.5
ISSN on article:1790-0832
COBISS_ID:13408022 Link is opened in a new window
NUK URN:URN:SI:UM:DK:WSL7CX2Z
Views:1298
Downloads:21
Metadata:XML RDF-CHPDL DC-XML DC-RDF
Categories:Misc.
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Record is a part of a journal

Title:WSEAS transactions on information science and applications
Publisher:WSEAS
ISSN:1790-0832
COBISS.SI-ID:18587175 New window

Secondary language

Language:English
Keywords:odgovori na vprašanja, Slovenski jezik, klasifikacija vprašanj, strojno učenje, personalizacija


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