{"title":"科技文献中文术语识别与语义分析初探","authors":"Wen Zeng, Junsheng Zhang, Yunliang Zhang","doi":"10.1109/SKG.2018.00047","DOIUrl":null,"url":null,"abstract":"Facing the development of the times and technological progress needs new methods and technologies to enrich semantic analysis of scientific & technical literature. Term is the linguistic expression of the concepts in professional knowledge, which is accumulated through incremental exploration and research in specific fields. In the study of semantic analysis, term recognition is an important research subject. This research intended to apply deep neural network in term recognition. And the paper also introduced specific methods of semantic analysis based on the result of Chinese term recognition and implementation using specific scientific & technical literature. It gave an overview of theories and technologies related to the method and used the real and effective corpus for experiments.","PeriodicalId":265760,"journal":{"name":"2018 14th International Conference on Semantics, Knowledge and Grids (SKG)","volume":"8 3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Exploration on Chinese Term Recognition and Semantic Analysis of Scientific & Technical Literature\",\"authors\":\"Wen Zeng, Junsheng Zhang, Yunliang Zhang\",\"doi\":\"10.1109/SKG.2018.00047\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Facing the development of the times and technological progress needs new methods and technologies to enrich semantic analysis of scientific & technical literature. Term is the linguistic expression of the concepts in professional knowledge, which is accumulated through incremental exploration and research in specific fields. In the study of semantic analysis, term recognition is an important research subject. This research intended to apply deep neural network in term recognition. And the paper also introduced specific methods of semantic analysis based on the result of Chinese term recognition and implementation using specific scientific & technical literature. It gave an overview of theories and technologies related to the method and used the real and effective corpus for experiments.\",\"PeriodicalId\":265760,\"journal\":{\"name\":\"2018 14th International Conference on Semantics, Knowledge and Grids (SKG)\",\"volume\":\"8 3 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 14th International Conference on Semantics, Knowledge and Grids (SKG)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SKG.2018.00047\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 14th International Conference on Semantics, Knowledge and Grids (SKG)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SKG.2018.00047","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Exploration on Chinese Term Recognition and Semantic Analysis of Scientific & Technical Literature
Facing the development of the times and technological progress needs new methods and technologies to enrich semantic analysis of scientific & technical literature. Term is the linguistic expression of the concepts in professional knowledge, which is accumulated through incremental exploration and research in specific fields. In the study of semantic analysis, term recognition is an important research subject. This research intended to apply deep neural network in term recognition. And the paper also introduced specific methods of semantic analysis based on the result of Chinese term recognition and implementation using specific scientific & technical literature. It gave an overview of theories and technologies related to the method and used the real and effective corpus for experiments.