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Detecting Spelling Errors by Comparison of Words within a Document (문서내 단어간 비교를 통한 철자오류 검출)

  • Kim, Dong-Joo
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.12
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    • pp.83-92
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    • 2011
  • Typographical errors by the author's mistyping occur frequently in a document being prepared with word processors contrary to usual publications. Preparing this online document, the most common orthographical errors are spelling errors resulting from incorrectly typing intent keys to near keys on keyboard. Typical spelling checkers detect and correct these errors by using morphological analyzer. In other words, the morphological analysis module of a speller tries to check well-formedness of input words, and then all words rejected by the analyzer are regarded as misspelled words. However, if morphological analyzer accepts even mistyped words, it treats them as correctly spelled words. In this paper, I propose a simple method capable of detecting and correcting errors that the previous methods can not detect. Proposed method is based on the characteristics that typographical errors are generally not repeated and so tend to have very low frequency. If words generated by operations of deletion, exchange, and transposition for each phoneme of a low frequency word are in the list of high frequency words, some of them are considered as correctly spelled words. Some heuristic rules are also presented to reduce the number of candidates. Proposed method is able to detect not syntactic errors but some semantic errors, and useful to scoring candidates.

Recognition Method of Korean Abnormal Language for Spam Mail Filtering (스팸메일 필터링을 위한 한글 변칙어 인식 방법)

  • Ahn, Hee-Kook;Han, Uk-Pyo;Shin, Seung-Ho;Yang, Dong-Il;Roh, Hee-Young
    • Journal of Advanced Navigation Technology
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    • v.15 no.2
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    • pp.287-297
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    • 2011
  • As electronic mails are being widely used for facility and speedness of information communication, as the amount of spam mails which have malice and advertisement increase and cause lots of social and economic problem. A number of approaches have been proposed to alleviate the impact of spam. These approaches can be categorized into pre-acceptance and post-acceptance methods. Post-acceptance methods include bayesian filters, collaborative filtering and e-mail prioritization which are based on words or sentances. But, spammers are changing those characteristics and sending to avoid filtering system. In the case of Korean, the abnormal usages can be much more than other languages because syllable is composed of chosung, jungsung, and jongsung. Existing formal expressions and learning algorithms have the limits to meet with those changes promptly and efficiently. So, we present an methods for recognizing Korean abnormal language(Koral) to improve accuracy and efficiency of filtering system. The method is based on syllabic than word and Smith-waterman algorithm. Through the experiment on filter keyword and e-mail extracted from mail server, we confirmed that Koral is recognized exactly according to similarity level. The required time and space costs are within the permitted limit.

Production and Characterization of a Transgenic Mouse Model of Human Liver Cancer (형질 전환 기법을 이용한 인체 간암의 마우스 모델 제작 및 특성 규명)

  • Li, Zhong-Shu;Lee, Jung-Woong;Hyun, Byung-Hwa;Lee, Chul-Ho;Jeong, Kyu-Shick;Fang, Nan-Zhu;Yeom, Young-Il
    • Reproductive and Developmental Biology
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    • v.31 no.3
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    • pp.145-152
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    • 2007
  • Transgenic mice were generated by microinjecting a plasmid DNA containing the SV40 (simian virus 40) large T antigen (Tag) gene fused with mouse albumin promoter/enhancer sequences into fertilized one-cell mouse embryos. Among eleven founder transgenic animals, four developed hepatocellular carcinoma, two showed kidney cancer and one developed skin and brain tumors. Three stable transgenic lines, #1-2, #1-6 and #1-11 were established. Members of the lines #1-6 and #1-11 reproducibly developed liver tumors by 8 to 10 weeks of age but did not exhibit any phenotypic changes in other tissues. Histological changes loading to liver tumor formation occurred with predictable kinetics and could be classified into three distinct stages; (a) newborn to 3 weeks of age, characterized by hyperplastic hepatocytes with reduced amounts of cytoplasm without any nuclear alterations, (b) between 4 to 8 weeks of age, characterized by diffuse liver cell dysplasia without observable tumor nodules, and (c) 9 weeks of age and thereafter, characterized by hepatocellular carcinomas in the background of extensive liver dysplasia. Metastasis to the lung from a liver carcinoma was observed in #1-11 founder animal. This transgenic mouse system displays similarities with human liver cancers in a number of aspects and provides a useful model for the study of molecular events involved in hepatocarcinogenesis.

Test of Superoxide Dismutase Characteristics and Antioxidant Activity in Perilla Leaves (들깨잎에 함유된 Superoxide Dismutase의 특성 및 항산화 활성 검정)

  • Chung, Ill-Min;Yun, Song-Joong;Kim, Jung-Tae;Gwag, Jae-Gyun;Sung, Jae-Duck;Suh, Hyung-Soo
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.40 no.4
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    • pp.504-511
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    • 1995
  • This study was conducted to investigate the superoxide dismutase (SOD) characteristics and antioxidant activity by nonenzymatic(Fe$^{2+}$/Ascorbate) and Fe$^{3+}$-ADP/NADPH method in perilla(Perilla frutescens var. japonica Hara.) and jaso(Perilla frutescens Briton var. acuta Kudo.) leaves. The characteristics were evaluated by the nitro blue tetrazolium reduction method. Perilla leaves contained three or four major SODs depending on the varieties. The inhibitor test indicated that the Perilla leaves contained two Cu /ZnSODs and one or two FeSODs, but Jaso leaves have only Cu/ZnSOD. However, no varietal differences were detected in the Cu /ZnSOD isozyme patterns. FeSODs, however, showed different varietal isozyme patterns through the different combinations of the two FeSOD isozymes. Among MeOH extractes, "mil yang 2" showed very strong antioxidant activity. Relatively large differences in the levels of SOD and antioxidant activity detected in the Perilla varietites. There was significantly different in the comparison between perilla leaves and red jaso leaves.s.etween perilla leaves and red jaso leaves.

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