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Lidia Pivovarova
Lidia Pivovarova
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§¡§Ó§ä§à§Þ§Ñ§ä§Ú§é§Ö§ã§Ü§à§Ö §Ú§Ù§Ó§Ý§Ö§é§Ö§ß§Ú§Ö §æ§Ñ§Ü§ä§à§Ô§â§Ñ§æ§Ú§é§Ö§ã§Ü§à§Û §Ú§ß§æ§à§â§Þ§Ñ§è§Ú§Ú §Ú§ç §ä§Ö§Ü§ã§ä§à§Ó §ß§Ñ §Ö§ã§ä§Ö§ã§ä§Ó§Ö§ß§ß§à§Þ §ñ§Ù§í§Ü§Ö §­§Ú§Õ§Ú§ñ §±§Ú§Ó§à§Ó§Ñ§â§à§Ó§Ñ §ª§ß§ã§ä§Ú§ä§å§ä §æ§Ú§Ý§à§Ý§à§Ô§Ú§é§Ö§ã§Ü§Ú§ç §Ú§ã§ã§Ý§Ö§Õ§à§Ó§Ñ§ß§Ú§Û §³§±§Ò§¤§µ Specially for QD
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§¬§Ñ§Ü : §Þ§Ö§ä§à§Õ§à§Ý§à§Ô§Ú§ñ Information Extraction §ª§Ù§Ó§Ý§Ö§é§Ö§ß§Ú§Ö §Ú§ß§æ§à§â§Þ§Ñ§è§Ú§Ú §ß§Ñ §à§ã§ß§à§Ó§Ö §à§Ò§â§Ñ§Ù§è§à§Ó ¨C §ã§ä§Ñ§ß§Õ§Ñ§â§ä§ß§í§ç §æ§â§Ñ§Ô§Þ§Ö§ß§ä§à§Ó §ä§Ö§Ü§ã§ä§Ñ. §¯§°: §ã§Ú§ß§à§ß§Ú§Þ§Ú§ñ, §à§Þ§à§ß§Ú§Þ§Ú§ñ, §á§Ñ§â§Ñ§æ§â§Ñ§Ù¡­ §°§Ò§â§Ñ§Ù§è§à§Ó §ä§â§Ö§Ò§å§Ö§ä§ã§ñ §ã§Ý§Ú§ê§Ü§à§Þ §Þ§ß§à§Ô§à!
§¥§Ó§Ñ §á§à§Õ§ç§à§Õ§Ñ §Ü §á§à§ã§ä§â§à§Ö§ß§Ú§ð §à§Ò§â§Ñ§Ù§è§à§Ó §±§à§Õ§ç§à§Õ, §à§ã§ß§à§Ó§Ñ§ß§ß§í§Û §ß§Ñ §Þ§Ñ§ê§Ú§ß§ß§à§Þ §à§Ò§å§é§Ö§ß§Ú§Ú §±§à§Õ§ç§à§Õ, §à§ã§ß§à§Ó§Ñ§ß§ß§í§Û §ß§Ñ §Ù§ß§Ñ§ß§Ú§ñ§ç §¯§Ñ§ê §á§à§Õ§ç§à§Õ: §Ú§ã§á§à§Ý§î§Ù§à§Ó§Ñ§ß§Ú§Ö §à§ß§ä§à§Ý§à§Ô§Ú§Ú §°§ß§ä§à§Ý§à§Ô§Ú§ñ ¨C §æ§à§â§Þ§Ñ§Ý§î§ß§à§Ö §à§á§Ú§ã§Ñ§ß§Ú§Ö §Ü§à§ß§è§Ö§á§ä§à§Ó §Ú §à§ä§ß§à§ê§Ö§ß§Ú§Û §á§â§Ö§Õ§Þ§Ö§ä§ß§à§Û §à§Ò§Ý§Ñ§ã§ä§Ú, §Õ§Ý§ñ §Ü§à§ä§à§â§à§Û §â§Ñ§Ù§â§Ñ§Ò§Ñ§ä§í§Ó§Ñ§Ö§ä§ã§ñ §ã§Ú§ã§ä§Ö§Þ§Ñ
IE & ONTO §°§Ò§â§Ñ§Ò§à§ä§Ü§Ñ §ã§Ú§ß§à§ß§Ú§Þ§à§Ó §°§Ò§à§Ò§ë§Ö§ß§Ú§Ö §à§Ò§â§Ñ§Ù§è§à§Ó §³§ß§ñ§ä§Ú§Ö §Ü§à§â§Ö§æ§Ö§â§Ö§ß§è§Ú§Ú §ª§Ù§Ó§Ý§Ö§é§Ö§ß§Ú§Ö §Ü§à§Ý§Ú§é§Ö§ã§ä§Ó§Ö§ß§ß§à§Û §Ú§ß§æ§à§â§Þ§Ñ§è§Ú§Ú
§­§Ú§ä§Ö§â§Ñ§ä§å§â§Ñ §²§å§Ò§Ñ§ê§Ü§Ú§ß §£. §º., §¹§å§á§â§Ú§ß §¢. §À. §²§Ñ§ã§á§à§Ù§ß§Ñ§Ó§Ñ§ß§Ú§Ö §Ü§à§Ý§Ú§é§Ö§ã§ä§Ó§Ö§ß§ß§à§Û §Ú§ß§æ§à§â§Þ§Ñ§è§Ú§Ú §Ó §¦§Á-§ä§Ö§Ü§ã§ä§Ñ§ç - http ://www.dialog-21.ru/dialog2006/ materials / html / Rubashkin.htm §²§å§Ò§Ñ§ê§Ü§Ú§ß §£. §º. §³§Ö§Þ§Ñ§ß§ä§Ú§é§Ö§ã§Ü§Ú§Û §Ü§à§Þ§á§à§ß§Ö§ß§ä §Ó §ã§Ú§ã§ä§Ö§Þ§Ñ§ç §á§à§ß§Ú§Þ§Ñ§ß§Ú§ñ §ä§Ö§Ü§ã§ä§Ñ - www.raai.org/resurs/papers/kii-2006/doklad/Rubashkin.doc §²§å§Ò§Ñ§ê§Ü§Ú§ß §£. §º. §°§ß§ä§à§Ý§à§Ô§Ú§Ú - §á§â§à§Ò§Ý§Ö§Þ§í §Ú §â§Ö§ê§Ö§ß§Ú§ñ. §´§à§é§Ü§Ñ §Ù§â§Ö§ß§Ú§ñ §â§Ñ§Ù§â§Ñ§Ò§à§ä§é§Ú§Ü§Ñ - http://www.dialog-21.ru/dialog2007/materials/html/74.htm R. Grishman (1997) Information Extraction: Techniques and Challenges ¨C http://www.ru.is/faculty/hrafn/Papers/grishman97information.pdf J. Cowie and Y. Wilks. Information Extraction - http://www.dcs.shef.ac.uk/~yorick/papers/infoext.pdf D. E. Appelt Introduction to Information Extraction Technology : tutorial - http :// www.ai.sri.com / ~appelt / ie-tutorial /IJCAI99.pdf

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  • 2. Factors - §ã§Ú§ã§ä§Ö§Þ§Ñ §Ú§Ù§Ó§Ý§Ö§é§Ö§ß§Ú§ñ §æ§Ñ§Ü§ä§à§Ô§â§Ñ§æ§Ú§é§Ö§ã§Ü§à§Û §Ú§ß§æ§à§â§Þ§Ñ§è§Ú§Ú §Ú§Ù §ä§Ö§Ü§ã§ä§à§Ó §ã§Ó§à§Ò§à§Õ§ß§à§Ô§à §ã§ä§Ú§Ý§ñ, §â§Ñ§Ù§â§Ñ§Ò§Ñ§ä§í§Ó§Ñ§Ö§Þ§Ñ§ñ §Ó §Ý§Ñ§Ò§à§â§Ñ§ä§à§â§Ú§Ú §Ú§ß§æ§à§â§Þ§Ñ§è§Ú§à§ß§ß§í§ç §ã§Ú§ã§ä§Ö§Þ §ª§¶§ª §³§±§Ò§¤§µ §Ô§â§å§á§á§à§Û §á§à§Õ §â§å§Ü§à§Ó§à§Õ§ã§ä§Ó§à§Þ §Õ. §ä§Ö§ç§ß. §ß§Ñ§å§Ü §²§å§Ò§Ñ§ê§Ü§Ú§ß§Ñ §£. §º.
  • 4. §¹§ä§à §Þ§í §á§à§ß§Ú§Þ§Ñ§Ö§Þ §á§à§Õ §Ú§Ù§Ó§Ý§Ö§é§Ö§ß§Ú§Ö§Þ §æ§Ñ§Ü§ä§à§Ó §±§à§Ý§å§é§Ö§ß§Ú§Ö §Ú§ß§æ§à§â§Þ§Ñ§è§Ú§Ú §Ú§Ù §ä§Ö§Ü§ã§ä§Ñ: §ã§á§Ö§Ü§ä§â - §Ú§Ù§Ó§Ý§Ö§é§Ö§ß§Ú§Ö §Ú§Ù §ä§Ö§Ü§ã§ä§Ñ §Ú§ß§æ§à§â§Þ§Ñ§è§Ú§Ú §à§á§â§Ö§Õ§Ö§Ý§Ö§ß§ß§à§Ô§à §ä§Ú§á§Ñ §Ú §á§â§Ö§Õ§ã§ä§Ñ§Ó§Ý§Ö§ß§Ú§Ö §Ö§Ö §Ó §Ù§Ñ§Õ§Ñ§ß§ß§à§Þ §æ§à§â§Þ§Ñ§ä§Ö Information Retrieval Text Understanding Information Extraction
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  • 7. §¥§Ó§Ñ §á§à§Õ§ç§à§Õ§Ñ §Ü §á§à§ã§ä§â§à§Ö§ß§Ú§ð §à§Ò§â§Ñ§Ù§è§à§Ó §±§à§Õ§ç§à§Õ, §à§ã§ß§à§Ó§Ñ§ß§ß§í§Û §ß§Ñ §Þ§Ñ§ê§Ú§ß§ß§à§Þ §à§Ò§å§é§Ö§ß§Ú§Ú §±§à§Õ§ç§à§Õ, §à§ã§ß§à§Ó§Ñ§ß§ß§í§Û §ß§Ñ §Ù§ß§Ñ§ß§Ú§ñ§ç §¯§Ñ§ê §á§à§Õ§ç§à§Õ: §Ú§ã§á§à§Ý§î§Ù§à§Ó§Ñ§ß§Ú§Ö §à§ß§ä§à§Ý§à§Ô§Ú§Ú §°§ß§ä§à§Ý§à§Ô§Ú§ñ ¨C §æ§à§â§Þ§Ñ§Ý§î§ß§à§Ö §à§á§Ú§ã§Ñ§ß§Ú§Ö §Ü§à§ß§è§Ö§á§ä§à§Ó §Ú §à§ä§ß§à§ê§Ö§ß§Ú§Û §á§â§Ö§Õ§Þ§Ö§ä§ß§à§Û §à§Ò§Ý§Ñ§ã§ä§Ú, §Õ§Ý§ñ §Ü§à§ä§à§â§à§Û §â§Ñ§Ù§â§Ñ§Ò§Ñ§ä§í§Ó§Ñ§Ö§ä§ã§ñ §ã§Ú§ã§ä§Ö§Þ§Ñ
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  • 9. §­§Ú§ä§Ö§â§Ñ§ä§å§â§Ñ §²§å§Ò§Ñ§ê§Ü§Ú§ß §£. §º., §¹§å§á§â§Ú§ß §¢. §À. §²§Ñ§ã§á§à§Ù§ß§Ñ§Ó§Ñ§ß§Ú§Ö §Ü§à§Ý§Ú§é§Ö§ã§ä§Ó§Ö§ß§ß§à§Û §Ú§ß§æ§à§â§Þ§Ñ§è§Ú§Ú §Ó §¦§Á-§ä§Ö§Ü§ã§ä§Ñ§ç - http ://www.dialog-21.ru/dialog2006/ materials / html / Rubashkin.htm §²§å§Ò§Ñ§ê§Ü§Ú§ß §£. §º. §³§Ö§Þ§Ñ§ß§ä§Ú§é§Ö§ã§Ü§Ú§Û §Ü§à§Þ§á§à§ß§Ö§ß§ä §Ó §ã§Ú§ã§ä§Ö§Þ§Ñ§ç §á§à§ß§Ú§Þ§Ñ§ß§Ú§ñ §ä§Ö§Ü§ã§ä§Ñ - www.raai.org/resurs/papers/kii-2006/doklad/Rubashkin.doc §²§å§Ò§Ñ§ê§Ü§Ú§ß §£. §º. §°§ß§ä§à§Ý§à§Ô§Ú§Ú - §á§â§à§Ò§Ý§Ö§Þ§í §Ú §â§Ö§ê§Ö§ß§Ú§ñ. §´§à§é§Ü§Ñ §Ù§â§Ö§ß§Ú§ñ §â§Ñ§Ù§â§Ñ§Ò§à§ä§é§Ú§Ü§Ñ - http://www.dialog-21.ru/dialog2007/materials/html/74.htm R. Grishman (1997) Information Extraction: Techniques and Challenges ¨C http://www.ru.is/faculty/hrafn/Papers/grishman97information.pdf J. Cowie and Y. Wilks. Information Extraction - http://www.dcs.shef.ac.uk/~yorick/papers/infoext.pdf D. E. Appelt Introduction to Information Extraction Technology : tutorial - http :// www.ai.sri.com / ~appelt / ie-tutorial /IJCAI99.pdf