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Automated text mining for requirements analysis of policy documents
2013 21st IEEE International Requirements Engineering Conference (RE), 2013Businesses and organizations in jurisdictions around the world are required by law to provide their customers and users with information about their business practices in the form of policy documents. Requirements engineers analyze these documents as sources of requirements, but this analysis is a time-consuming and mostly manual process.
Aaron K. Massey +3 more
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Human vs. Automated Text Analysis
Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016Automated text analysis (ATA) has been a widely used tool for determining the sentiment of writing samples. However, it is unclear how ATA compares to human ratings of text when estimating affect. There are costs and benefits associated with each method, and comparing the two approaches will help determine which one provides the most useful and ...
Kathryn Schaefer Ziemer, Gizem Korkmaz
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Methods of Automated Text Analysis
2015Th is chapter describes methods of analyzing the structures, functions, and representations of text. Th e lens is on the text, but we will selectively identify salient implications for cognitive processes and educational practice. Th e primary emphasis is also on automated methods of text analysis.
Arthur C. Graesser +2 more
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Automated approach for rhythm analysis of french literary texts
Proceedings of 15th Conference of Open Innovations Association FRUCT, 2014Rhythm analysis is widely used for texts in a poetic form to determine the individual style of the author, but rarely used in the analysis of prose due to technical problems and human factor influence. To overcome these issues we propose an automated approach that involves the development and use of specialized software for analyzing French literary ...
Elena I. Boychuk +3 more
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Automated analysis of medical text I. Clue gathering
Journal of Medical Systems, 1990Clinical practice of medicine is highly information-intensive. At the bedside, past experience is the primary justification of reasoning and decisions. This past medical experience is an amalgamation of textbook information and personal experience. During the last 2-3 decades, both of these major sources of clinical information have appeared less and ...
E R, Gabrieli, D J, Speth
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Automated Text Analysis: Cautionary Tales
Literary and Linguistic Computing, 1994Dans cet article l'A. considere les pieges et les tentations de l'analyse automatique des grands corpus: taille de l'echantillon, probleme du rappel, analyse de ce qui est facile a trouver... Il suggere que les outils de traitement automatique des textes doivent etre utilises en prenant conscience de leurs limites et de ne pas hesiter a avoir recours ...
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Automation of the presemantic analysis of natural language texts
Cybernetics, 1984In this study, we offer a method of formal description of the Russian language intended for a formal representation of syntactic-semantic relations in a sentence. When a sentence is processed with this method, three levels of analysis are distinguished: The procedure starts from a morphologic analysis; then a syntactic sentence structure is identified ...
A. I. Nikitin, N. F. Sushchanskaya
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Automated Analysis of Text in Graduate School Recommendations
ETS Research Report Series, 2015Graduate school recommendations are an important part of admissions in higher education, and natural language processing may be able to provide objective and consistent analyses of recommendation texts to complement readings by faculty and admissions staff. However, these sorts of high‐stakes, personal recommendations are different from the product and
Michael Heilman +4 more
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Comparing automated analysis and human analysis of hedging in academic texts
Studies in Language AssessmentHedging is a metadiscourse device employed by academic writers to manage knowledge claims and establish writer-reader interaction in written discourse. Research writing involves a balance of fact and a writer’s personal evaluation and interpretation. This study compared automated analysis of hedging through Authorial Voice Analyzer (AVA) with a more ...
Ruegg, Rachael, Prommas, Pansa
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Accommodation eWOM in the sharing economy: automated text comparisons from a large sample
Journal of Hospitality Marketing and Management, 2021Christine Pitt +2 more
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