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- W85202417 abstract "Recent studies of queries submitted to Internet Search Engines have shown thatnon-English queries and unclassifiable queries have nearly tripled during thelast decade. Most search engines were originally engineered for English. Theydo not take full account of inflectional semantics nor, for example, diacritics orthe use of capitals which is a common feature in languages other than English.The literature concludes that searching using non-English and non-Latin basedqueries results in lower success and requires additional user effort to achieveacceptable precision.The primary aim of this research study is to develop an evaluation methodologyfor identifying the shortcomings and measuring the effectiveness ofsearch engines with non-English queries. It also proposes a number of solutionsfor the existing situation. A Greek query log is analyzed considering the morphologicalfeatures of the Greek language. Also a text extraction experimentrevealed some problems related to the encoding and the morphological andgrammatical differences among semantically equivalent Greek terms. A firststopword list for Greek based on a domain independent collection has beenproduced and its application in Web searching has been studied. The effect oflemmatization of query terms and the factors influencing text based image retrievalin Greek are also studied. Finally, an instructional strategy is presentedfor teaching non-English students how to effectively utilize search engines.The evaluation of the capabilities of the search engines showed that internationaland nationwide search engines ignore most of the linguistic idiosyncrasiesof Greek and other complex European languages. There is a lack offreely available non-English resources to work with (test corpus, linguistic resources,etc). The research showed that the application of standard IR techniques,such as stopword removal, stemming, lemmatization and query expansion,in Greek Web searching increases precision.ii" @default.
- W85202417 created "2016-06-24" @default.
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- W85202417 date "2008-05-01" @default.
- W85202417 modified "2023-09-27" @default.
- W85202417 title "Text Extraction and Web Searchingin a Non-Latin Language" @default.
- W85202417 hasPublicationYear "2008" @default.
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