Stylistic text classification using functional lexical features: Research Articles
作者： Shlomo Argamon , Shlomo Levitan , Casey Whitelaw , Navendu Garg , Paul Chase
DOI: 10.1002/ASI.V58:6
关键词: Rhetoric 、 Character (computing) 、 Text processing 、 Computer science 、 Style (sociolinguistics) 、 Text mining 、 Artificial intelligence 、 Natural language processing 、 Identity (object-oriented programming) 、 Rhetorical question 、 Feature (linguistics)
摘要: Most text analysis and retrieval work to date has focused on the topic of a text; that is, what it is about. However, also contains much useful information in its style, or how written. This includes about author, purpose, feelings meant evoke, more. article develops new type lexical feature for use stylistic classification, based taxonomies various semantic functions certain choice words phrases. We demonstrate usefulness such features classification tasks determining author identity nationality, gender literary characters, text's sentiment (positivesnegative evaluation), rhetorical character scientific journal articles. further show functional aids gaining insight differences among different kinds texts. © 2007 Wiley Periodicals, Inc.
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sci-hub.st 参考文章(65)
David A. Grossman, Ophir Frieder, Information Retrieval: Algorithms and Heuristics (The Kluwer International Series on Information Retrieval) Springer-Verlag New York, Inc.. ,(2004)
Robert A J Matthews, Thomas V N Merriam, Distinguishing literary styles using neural networks Handbook of Neural Computation. ,(1997) , 10.1887/0750303123/B365C128
Kenneth J. McKeever, Janyce M. Wiebe, Rebecca F. Bruce, Mapping Collocational Properties into Machine Learning Features meeting of the association for computational linguistics. ,(1998)
J. Wiebe, Identifying Collocations for Recognizing Opinions meeting of the association for computational linguistics. ,(2001)
Jack Grieve, Maite Taboada, Analyzing Appraisal Automatically pp. 158- 161 ,(2004)
Dionisios Dimakopoulos, George D. Magoulas, Sherry Y. Chen, A flexible interface design for Web directories to accommodate different cognitive styles: Research Articles Journal of the Association for Information Science and Technology. ,vol. 56, pp. 70- 83 ,(2005) , 10.1002/ASI.V56:1
John A. Bateman, Christian M. I. M. Matthiessen, Text Generation and Systemic-Functional Linguistics: Experiences from English and Japanese ,(1992)
Peter Trudgill, Sociolinguistics: An Introduction to Language and Society ,(1975)
Nello Cristianini, John Shawe-Taylor, An Introduction to Support Vector Machines and Other Kernel-based Learning Methods ,(2000)
Navot Akiva, Ido Dagan, Moshe Koppel, A Corpus-Independent Feature Set for Style-Based Text Categorization ,(2003)