DocumentCode
3205060
Title
Effects of term segmentation on Chinese/English cross-language information retrieval
Author
Oard, Douglas W. ; Wang, Jianqiang
Author_Institution
Coll. of Libr. & Inf. Services, Maryland Univ., College Park, MD, USA
fYear
1999
fDate
1999
Firstpage
149
Lastpage
157
Abstract
The majority of recent Cross-Language Information Retrieval (CLIR) research has focused on European languages. CLIR problems that involve East Asian languages such as Chinese introduce additional challenges, because written Chinese texts lack boundaries between terms. The paper examines three Chinese segmentation techniques in combination with two variants of dictionary-based Chinese to English query translation. The results indicate that failure to segment terms, particularly technical terms and names, can have a cascading effect that reduces retrieval effectiveness. Task-tuned segmentation algorithms and alternative term weighting strategies are suggested as productive directions for future work
Keywords
information retrieval; language translation; linguistics; natural languages; text analysis; CLIR problems; Chinese segmentation techniques; Chinese/English cross-language information retrieval; Cross-Language Information Retrieval research; East Asian languages; English query translation; European languages; alternative term weighting strategies; cascading effect; dictionary-based Chinese; future work; productive directions; retrieval effectiveness; task-tuned segmentation algorithms; technical terms; term segmentation; written Chinese texts; Chromium; Data mining; Dictionaries; Information retrieval; Natural language processing; Natural languages; Reactive power;
fLanguage
English
Publisher
ieee
Conference_Titel
String Processing and Information Retrieval Symposium, 1999 and International Workshop on Groupware
Conference_Location
Cancun
Print_ISBN
0-7695-0268-7
Type
conf
DOI
10.1109/SPIRE.1999.796590
Filename
796590
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