The tradition and culture of a nation shape the national specific thinking pattern which will be inevitably reflected in its language.Based on the author's study and practice experience,the paper discusses the emb...The tradition and culture of a nation shape the national specific thinking pattern which will be inevitably reflected in its language.Based on the author's study and practice experience,the paper discusses the embodiment of the language thinking differences in Chinese and English from three aspects.First,this paper analyzes thinking differences caused by Chinese and western culture and then discusses thinking differences caused by different traditional philosophies in China and western world.Finally,the author puts forward that thinking differences between China and English will influence the emotional expression.展开更多
Information content security is a branch of cyberspace security. How to effectively manage and use Weibo comment information has become a research focus in the field of information content security. Three main tasks i...Information content security is a branch of cyberspace security. How to effectively manage and use Weibo comment information has become a research focus in the field of information content security. Three main tasks involved are emotion sentence identification and classification,emotion tendency classification,and emotion expression extraction. Combining with the latent Dirichlet allocation(LDA) model,a Gibbs sampling implementation for inference of our algorithm is presented,and can be used to categorize emotion tendency automatically with the computer. In accordance with the lower ratio of recall for emotion expression extraction in Weibo,use dependency parsing,divided into two categories with subject and object,summarized six kinds of dependency models from evaluating objects and emotion words,and proposed that a merge algorithm for evaluating objects can be accurately evaluated by participating in a public bakeoff and in the shared tasks among the best methods in the sub-task of emotion expression extraction,indicating the value of our method as not only innovative but practical.展开更多
文摘The tradition and culture of a nation shape the national specific thinking pattern which will be inevitably reflected in its language.Based on the author's study and practice experience,the paper discusses the embodiment of the language thinking differences in Chinese and English from three aspects.First,this paper analyzes thinking differences caused by Chinese and western culture and then discusses thinking differences caused by different traditional philosophies in China and western world.Finally,the author puts forward that thinking differences between China and English will influence the emotional expression.
基金supported by National Key Basic Research Program of China (No.2014CB340600)partially supported by National Natural Science Foundation of China (Grant Nos.61332019,61672531)partially supported by National Social Science Foundation of China (Grant No.14GJ003-152)
文摘Information content security is a branch of cyberspace security. How to effectively manage and use Weibo comment information has become a research focus in the field of information content security. Three main tasks involved are emotion sentence identification and classification,emotion tendency classification,and emotion expression extraction. Combining with the latent Dirichlet allocation(LDA) model,a Gibbs sampling implementation for inference of our algorithm is presented,and can be used to categorize emotion tendency automatically with the computer. In accordance with the lower ratio of recall for emotion expression extraction in Weibo,use dependency parsing,divided into two categories with subject and object,summarized six kinds of dependency models from evaluating objects and emotion words,and proposed that a merge algorithm for evaluating objects can be accurately evaluated by participating in a public bakeoff and in the shared tasks among the best methods in the sub-task of emotion expression extraction,indicating the value of our method as not only innovative but practical.
