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Lexikonbaserad Cross-Language Information Retrival: Utvärdering av queryeffektivitet
Högskolan i Borås, Institutionen Biblioteks- och informationsvetenskap / Bibliotekshögskolan.
Högskolan i Borås, Institutionen Biblioteks- och informationsvetenskap / Bibliotekshögskolan.
2005 (svensk)Independent thesis Advanced level (degree of Master (One Year))OppgaveAlternativ tittel
The Dictionary-Based Cross-Language Information Retrieval : Evaluation of Query Effectiveness (engelsk)
Abstract [en]

This thesis discusses main problems associated with dictionary-based Cross-Language Information Retrieval as lexical and translational ambiguity of query terms, translation of compounds and phrases, dictionary limitation. The purpose of the study is to investigate how query structure influences the effectiveness of CLIR regarding performance of three query types: original query, unstructured query and structured query. Query structuring refers to the application of #syn-operator to group query terms. The study comprises an experiment that was performed in the InQuery IR system with TrecUta database that contains 550,000 news articles from different American newspapers. 24 topics were used for the experiment. The effectiveness of three types of query structure is compared at different Document Cut-off Value levels, maximal DCV= 100. The measure used is average precision. Binary relevance situation, where the three relevance degrees 1, 2, and 3 have been merged into one, is applied. The results show that dictionary-based query translation without the use of structure significantly decreases the effectiveness of information retrieval while query structuring through synonym sets shows to be a simple and effective method, which allows the reduction of the effects of translation ambiguity and the improvement of the performance of CLIR-queries. The results reveal that the performance can nearly reach the same level as the original queries.

sted, utgiver, år, opplag, sider
University College of Borås. Swedish School of Library and Information Science (SSLIS) , 2005.
Serie
Magisteruppsats i biblioteks- och informationsvetenskap vid Bibliotekshögskolan/Biblioteks- och informationsvetenskap, ISSN 1404-0891 ; 2005:121
Emneord [en]
library and information science
Emneord [sv]
biblioteks- och informationsvetenskap
HSV kategori
Identifikatorer
URN: urn:nbn:se:hb:diva-17983Lokal ID: 2320/1400OAI: oai:DiVA.org:hb-17983DiVA, id: diva2:1309896
Merknad
Uppsatsnivå: DTilgjengelig fra: 2019-04-30 Laget: 2019-04-30

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