Cell-phone short messages in English possess special styles. Some are in a literary style, and others in a non-literary one. In the present paper, the stylistic features of English short messages are illustrated by ap...Cell-phone short messages in English possess special styles. Some are in a literary style, and others in a non-literary one. In the present paper, the stylistic features of English short messages are illustrated by applying the stylistic theory and employing the "Model of Analyzing Textual Function". The features of the two styles of messages are described and analyzed from the perspectives of their pronunciation, graphology, vocabulary, grammar, discourse, rhetoric, etc., and the stylistic features serve as the basis for discussing the translation principles and methods of English short messages.展开更多
As an important feature of written language, nominalization is frequently used in formal texts. Using the approach of systemic functional grammar, the paper presents a detailed analysis of the three metafunctions of n...As an important feature of written language, nominalization is frequently used in formal texts. Using the approach of systemic functional grammar, the paper presents a detailed analysis of the three metafunctions of nominalization, which entails the positive and negative stylistic effects. The paper also discusses the relationship between form, function and stylistic features.展开更多
From different aspects we can draw out different characteristics of news headlines. According to various study and research from different authors, we can conclude their characteristics are displayed on syntactical le...From different aspects we can draw out different characteristics of news headlines. According to various study and research from different authors, we can conclude their characteristics are displayed on syntactical level, punctuation level, lexical level, rhetorical level and cultural level.展开更多
Nowadays, with the background of economic globalization, shopping modes like e Bay, Ali Express and Amazon are popular among the public. Business English that plays an increasingly important role in international trad...Nowadays, with the background of economic globalization, shopping modes like e Bay, Ali Express and Amazon are popular among the public. Business English that plays an increasingly important role in international trades is widely applied to commercial activities. However, because of insufficient practical experience, improper use of stylistics and interference of first language, sometimes it is difficult for students in school to have good command of business English correspondence. This dissertation has suggested learners several ways to improve their competence in international communications and the teaching and learning efficiency, by analyzing the stylistic features of business English correspondences and the problems collecting from the learners on the basis of the data of questionnaires.展开更多
Text classification is an essential task for many applications related to the Natural Language Processing domain.It can be applied in many fields,such as Information Retrieval,Knowledge Extraction,and Knowledge modeli...Text classification is an essential task for many applications related to the Natural Language Processing domain.It can be applied in many fields,such as Information Retrieval,Knowledge Extraction,and Knowledge modeling.Even though the importance of this task,Arabic Text Classification tools still suffer from many problems and remain incapable of responding to the increasing volume of Arabic content that circulates on the web or resides in large databases.This paper introduces a novel machine learning-based approach that exclusively uses hybrid(stylistic and semantic)features.First,we clean the Arabic documents and translate them to English using translation tools.Consequently,the semantic features are automatically extracted from the translated documents using an existing database of English topics.Besides,the model automatically extracts from the textual content a set of stylistic features such as word and character frequencies and punctuation.Therefore,we obtain 3 types of features:semantic,stylistic and hybrid.Using each time,a different type of feature,we performed an in-depth comparison study of nine well-known Machine Learning models to evaluate our approach and used a standard Arabic corpus.The obtained results show that Neural Network outperforms other models and provides good performances using hybrid features(F1-score=0.88%).展开更多
Washington Irving's Stratford-on-Avon is an essay which recounts the author's special pilgrimage to Shakespeare's hometown and his reflections.This paper tries to analyze the essay from the stylistic persp...Washington Irving's Stratford-on-Avon is an essay which recounts the author's special pilgrimage to Shakespeare's hometown and his reflections.This paper tries to analyze the essay from the stylistic perspective and reveals the writer's mentality,attitudes and presuppositions through the conveyance of meaning and evaluation of his language.展开更多
The Solitary Reaper is one of the representative works of William Wordsworth.The poem is simple in language but unique in style,so it is very meaningful to appreciate the stylistic style of the Solitary Reaper.Althoug...The Solitary Reaper is one of the representative works of William Wordsworth.The poem is simple in language but unique in style,so it is very meaningful to appreciate the stylistic style of the Solitary Reaper.Although previous studies have dabbled in this poem,the appreciation of its style is negligible.This paper conducts a more comprehensive stylistic analysis of the poem from such five levels as the graphological level,the phonological level,the lexical level,the syntactic level and the semantic level,thus highlighting the lonely image of the reaper,making readers better understand the style,and showing Wordsworth's love for nature as well as sympathy for the labouring people.展开更多
Author’s Profile(AP)may only be displayed as an article,similar to text collection of material,and must differentiate between gender,age,education,occupation,local language,and relative personality traits.In several ...Author’s Profile(AP)may only be displayed as an article,similar to text collection of material,and must differentiate between gender,age,education,occupation,local language,and relative personality traits.In several informationrelated fields,including security,forensics,and marketing,and medicine,AP prediction is a significant issue.For instance,it is important to comprehend who wrote the harassing communication.In essence,from a marketing perspective,businesses will get to know one another through examining items and websites on the internet.Accordingly,they will direct their efforts towards a certain gender or age restriction based on the kind of individuals who comment on their products.Recently many approaches have been presented many techniques to automatically detect user age and gender from the language which is based on text,documents,or comments on social media.The purpose of this research is to classify age(18–24,25–34,35–49,50–64,and 65–70)and gender(male,female)from a PAN 2014 Hotel Reviews dataset of the English language.The usage of six machine learning models is the main emphasis of this work,including the methods of Support Vector Machine(SVM),Random Forest(RF),Naive Bayes(NB),Logistic Regression(LR),Decision Tree(DT)and K-Nearest Neighbors(KNN).展开更多
Corpus-based linguistic approach is one of the most used text studies. Nowadays, stylistic analysis has been adopted to shed new light on tourism English. The topic is to apply the language theory--the stylistic analy...Corpus-based linguistic approach is one of the most used text studies. Nowadays, stylistic analysis has been adopted to shed new light on tourism English. The topic is to apply the language theory--the stylistic analysis to the tourist text analysis, to discover the style essence of Tourist English Hypertext. The stylistic features include graphological analysis of Tourist English Hypertext, lexical features in hypertext, syntactical analysis of Tourist English Hypertext. It summarizes online Tourist English Hypertext information with some typical samples, with the methods of examples and analysis. It aims to offer an in-depth insight into the stylistic features of online tourism English texts, helping people to grasp the key points of the online information when they are browsing the information on the Internet. So this paper both enlarges the application of the stylistic analysis and presents summary for online tourist information.展开更多
Along with the rapid development of social economy, advertising has penetrated every corner of society. People are exposed to numerous adverting messages everyday. To compete with many other similar advertising messag...Along with the rapid development of social economy, advertising has penetrated every corner of society. People are exposed to numerous adverting messages everyday. To compete with many other similar advertising messages, advertisers use various devices to catch readers' attention, arouse their desire, and induce their action. In the present article, the writer attempts to apply the theories of general stylistics to the analysis of the commercial consumer advertisements in press. In order to generalize the stylistic features of advertising language, six samples have been selected from Reader's Digest and Washington Post. These samples will be described and analyzed in the light of stylistic studies, i.e. from the aspects of graphology, lexis, and syntax. The practical significance of the study is to show the stylistic features of English print advertisements so that English learners may have a better understanding of the nature of language and appreciate the beauty of advertising English.展开更多
文摘Cell-phone short messages in English possess special styles. Some are in a literary style, and others in a non-literary one. In the present paper, the stylistic features of English short messages are illustrated by applying the stylistic theory and employing the "Model of Analyzing Textual Function". The features of the two styles of messages are described and analyzed from the perspectives of their pronunciation, graphology, vocabulary, grammar, discourse, rhetoric, etc., and the stylistic features serve as the basis for discussing the translation principles and methods of English short messages.
文摘As an important feature of written language, nominalization is frequently used in formal texts. Using the approach of systemic functional grammar, the paper presents a detailed analysis of the three metafunctions of nominalization, which entails the positive and negative stylistic effects. The paper also discusses the relationship between form, function and stylistic features.
文摘From different aspects we can draw out different characteristics of news headlines. According to various study and research from different authors, we can conclude their characteristics are displayed on syntactical level, punctuation level, lexical level, rhetorical level and cultural level.
文摘Nowadays, with the background of economic globalization, shopping modes like e Bay, Ali Express and Amazon are popular among the public. Business English that plays an increasingly important role in international trades is widely applied to commercial activities. However, because of insufficient practical experience, improper use of stylistics and interference of first language, sometimes it is difficult for students in school to have good command of business English correspondence. This dissertation has suggested learners several ways to improve their competence in international communications and the teaching and learning efficiency, by analyzing the stylistic features of business English correspondences and the problems collecting from the learners on the basis of the data of questionnaires.
文摘Text classification is an essential task for many applications related to the Natural Language Processing domain.It can be applied in many fields,such as Information Retrieval,Knowledge Extraction,and Knowledge modeling.Even though the importance of this task,Arabic Text Classification tools still suffer from many problems and remain incapable of responding to the increasing volume of Arabic content that circulates on the web or resides in large databases.This paper introduces a novel machine learning-based approach that exclusively uses hybrid(stylistic and semantic)features.First,we clean the Arabic documents and translate them to English using translation tools.Consequently,the semantic features are automatically extracted from the translated documents using an existing database of English topics.Besides,the model automatically extracts from the textual content a set of stylistic features such as word and character frequencies and punctuation.Therefore,we obtain 3 types of features:semantic,stylistic and hybrid.Using each time,a different type of feature,we performed an in-depth comparison study of nine well-known Machine Learning models to evaluate our approach and used a standard Arabic corpus.The obtained results show that Neural Network outperforms other models and provides good performances using hybrid features(F1-score=0.88%).
文摘Washington Irving's Stratford-on-Avon is an essay which recounts the author's special pilgrimage to Shakespeare's hometown and his reflections.This paper tries to analyze the essay from the stylistic perspective and reveals the writer's mentality,attitudes and presuppositions through the conveyance of meaning and evaluation of his language.
文摘The Solitary Reaper is one of the representative works of William Wordsworth.The poem is simple in language but unique in style,so it is very meaningful to appreciate the stylistic style of the Solitary Reaper.Although previous studies have dabbled in this poem,the appreciation of its style is negligible.This paper conducts a more comprehensive stylistic analysis of the poem from such five levels as the graphological level,the phonological level,the lexical level,the syntactic level and the semantic level,thus highlighting the lonely image of the reaper,making readers better understand the style,and showing Wordsworth's love for nature as well as sympathy for the labouring people.
文摘Author’s Profile(AP)may only be displayed as an article,similar to text collection of material,and must differentiate between gender,age,education,occupation,local language,and relative personality traits.In several informationrelated fields,including security,forensics,and marketing,and medicine,AP prediction is a significant issue.For instance,it is important to comprehend who wrote the harassing communication.In essence,from a marketing perspective,businesses will get to know one another through examining items and websites on the internet.Accordingly,they will direct their efforts towards a certain gender or age restriction based on the kind of individuals who comment on their products.Recently many approaches have been presented many techniques to automatically detect user age and gender from the language which is based on text,documents,or comments on social media.The purpose of this research is to classify age(18–24,25–34,35–49,50–64,and 65–70)and gender(male,female)from a PAN 2014 Hotel Reviews dataset of the English language.The usage of six machine learning models is the main emphasis of this work,including the methods of Support Vector Machine(SVM),Random Forest(RF),Naive Bayes(NB),Logistic Regression(LR),Decision Tree(DT)and K-Nearest Neighbors(KNN).
文摘Corpus-based linguistic approach is one of the most used text studies. Nowadays, stylistic analysis has been adopted to shed new light on tourism English. The topic is to apply the language theory--the stylistic analysis to the tourist text analysis, to discover the style essence of Tourist English Hypertext. The stylistic features include graphological analysis of Tourist English Hypertext, lexical features in hypertext, syntactical analysis of Tourist English Hypertext. It summarizes online Tourist English Hypertext information with some typical samples, with the methods of examples and analysis. It aims to offer an in-depth insight into the stylistic features of online tourism English texts, helping people to grasp the key points of the online information when they are browsing the information on the Internet. So this paper both enlarges the application of the stylistic analysis and presents summary for online tourist information.
文摘Along with the rapid development of social economy, advertising has penetrated every corner of society. People are exposed to numerous adverting messages everyday. To compete with many other similar advertising messages, advertisers use various devices to catch readers' attention, arouse their desire, and induce their action. In the present article, the writer attempts to apply the theories of general stylistics to the analysis of the commercial consumer advertisements in press. In order to generalize the stylistic features of advertising language, six samples have been selected from Reader's Digest and Washington Post. These samples will be described and analyzed in the light of stylistic studies, i.e. from the aspects of graphology, lexis, and syntax. The practical significance of the study is to show the stylistic features of English print advertisements so that English learners may have a better understanding of the nature of language and appreciate the beauty of advertising English.