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1 CREST fujii@slis.tsukuba.ac.jp 1 7% PRIME Multi-lingual Information Retrieval Cross-Language Information Retrieval CLIR 1990 CD-ROM a. b. c. d. b CLIR b 70%
2 CLIR CLIR 2.2 (b) 2 (c) (a) 3 2.4
3 4 Altavista 4 Excite PRIME CLIR [2,3,4,5,7,16,17] NTCIR [1, 6] 1960 [10] Cross-Language Information Retrieval PRIME Patent Retrieval In Multi-lingual Environment [8, 14] [9, 11] PRIME [15] [13] [12] / TREC 1 CLEF NTCIR 3 PRIME 1 3 NTCIR
4 DB PRIME : PRIME 3.5 collaboration PAT-Transer % PAJ (Patent Abstracts of Japan) CD-ROM ,
5 U 1 D U = u 1,u 2,...,u n D = d 1,d 2,...,d n P (D U) D (1) P (D U) D address space control block associative learning associative memory associative record compressor research facility correlation function factor correlation hash associative memory 2: arg max D P (D U) = arg max P (U D) P (D) (1) P (U D) P (D) 1 (2) P (U D) P (D) D n P (u i d i ) i=1 n 1 P (d i+1 d i ) i=1 (2) P (d i+1 d i ) 1P (u i d i ) address associative block compressor control correlation facility factor function hash learning memory record research space,,, : EM P (u i d i ) 3 associative 1 correlation 2 (3) P (associative ) = 1/3 (3) P (correlation ) = 2/3 P (u i d i ) 2 EM 23,313 10, d i 95% P (u i d i ) u i 2 3 d i
6 transliteration (si-su-temu) system -sy -s -te -m L/R C/K te-ki-su-to text $ -te - x-t $ 423 1,018 (1) (2) U D u i d i P (D U) D P (D U) P (u i d i ) te ki su to $ t e x t $ : (2) P (D) D P (D)=0 3.4 PRIME PRIME 5 natural language processing information retrieval AND Search 6 7 8
7 5: PRIME PRIME
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9 7: [54] [ABSTRACT] , , information retrieval 4 PRIME PRIME
10 8: [1] Atsushi Fujii and Tetsuya Ishikawa. Cross-language information retrieval at ULIS. In Proceedings of the 1st NTCIR Workshop on Research in Japanese Text Retrieval and Term Recognition, pp , [2] Atsushi Fujii and Tetsuya Ishikawa. Cross-language information retrieval for technical documents. In Proceedings of the Joint ACL SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, pp , [3] Atsushi Fujii and Tetsuya Ishikawa. Cross-language information retrieval using compound word translation. In Proceedings of the 18th International Conference on Computer Processing of Oriental Languages, pp , [4] Atsushi Fujii and Tetsuya Ishikawa. Applying machine translation to two-stage cross-language information retrieval. In Proceedings of the 4th Conference of the Association for Machine Translation in the Americas, pp , [5] Atsushi Fujii and Tetsuya Ishikawa. Cross-language information retrieval based on query keyword translation: An Internet search application. International Journal of Computer Processing of Oriental Languages, Vol. 13, No. 1, pp. 1 13, [6] Atsushi Fujii and Tetsuya Ishikawa. Evaluating multilingual information retrieval and clustering at ULIS. In Proceedings of the 2nd NTCIR Workshop Meeting on Evaluation of Chinese & Japanese Text Retrieval and Text Summarization, 2001.
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13 [7] Atsushi Fujii and Tetsuya Ishikawa. Japanese/English cross-language information retrieval: Exploration of query translation and transliteration. Computers and the Humanities, Vol. 35, No. 4, pp , [8] Masatoshi Fukui, Shigeto Higuchi, Youichi Nakatani, Masao Tanaka, Atsushi Fujii, and Tetsuya Ishikawa. Applying a hybrid query translation method to Japanese/English cross-language patent retrieval. In ACM SIGIR Workshop on Patent Retrieval, [9] Shigeto Higuchi, Masatoshi Fukui, Atsushi Fujii, and Tetsuya Ishikawa. PRIME: A system for multi-lingual patent retrieval. In Proceedings of MT Summit VIII, pp , [10] P.E. Mongar. International co-operation in abstracting services for road engineering. The Information Scientist, Vol. 3, pp , [11],,,.., 2001-NL-145, pp , [12],,.. 9, [13],,,.., 2002-NL- 151, pp , [14],,,.. 7, pp , [15],,,. prime. 8, pp , [16],.., Vol. 41, No. 4, pp , [17],.., Vol. J84-D-II, No. 2, pp , 2001.
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