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NEW TECHNIQUES USED IN AUTOMATED TEXT ANALYSIS [PDF]
Analele Universităţii Constantin Brâncuşi din Târgu Jiu : Seria Economie, 2010 Automated analysis of natural language texts is one of the most important knowledge discovery tasks for any organization. According to Gartner Group, almost 90% of knowledge available at an organization today is dispersed throughout piles of ...
M. I strate
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Robocrystallographer: Automated crystal structure text descriptions and analysis [PDF]
MRS Communications, 2019 Our ability to describe crystal structure features is of crucial importance when attempting to understand structure-property relationships in the solid state. In this paper, the authors introduce robocrystallographer, an open-source toolkit for analyzing
Ganose, AM, Jain, A
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Sentiment analysis of reader comments: Automated vs manual text processing [PDF]
Ученые записки Казанского университета: Серия Гуманитарные науки, 2021 The verbal and structural features of the reader comment, a genre of Internet communication, were studied. The method of sentiment analysis (ParallelDots API) was used to reveal and measure the emotive component of the reader comments (N = 3000) in the ...
G.K. Gimaletdinova, E.Kh. Dovtaeva
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Sharing Feelings Online: Studying Emotional Well-Being via Automated Text Analysis of Facebook Posts [PDF]
Frontiers in Psychology, 2015 Digital traces of activity on social network sites represent a vast source of ecological data with potential connections with individual behavioral and psychological characteristics.
Michele eSettanni, Davide eMarengo
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Analysis of Financial Reports in Companies Using Machine Learning [PDF]
Financial Markets, Institutions and Risks, 2023 The article aims to develop new algorithms for the automated analysis of financial reports based on machine learning algorithms, which increase the efficiency and accuracy of converting financial information into a text form.
Piven Artem
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Post-COVID Psychological Impact on Social Media Users: A Study on Twitter Users [PDF]
Informatică economică, 2022 In China, healthcare specialists discovered a new and unknown virus around the end of December 2019. Later, it was recognized as Coronavirus; the virus rapidly spread over the globe.
Rasel Mia +2 more
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The impact of Electoral Rules on Political Particularism.
Italian Political Science, 2022 Candidate-centered electoral systems make it more convenient for politicians to cultivate a personal reputation. In order to cultivate personal followings, candidates provide goods and services to narrow segments of society in exchange for votes ...
Silvia Decadri
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Examining Sentiment in Complex Texts. A Comparison of Different Computational Approaches
Frontiers in Big Data, 2022 Can we rely on computational methods to accurately analyze complex texts? To answer this question, we compared different dictionary and scaling methods used in predicting the sentiment of German literature reviews to the “gold standard” of human-coded ...
Stefan Munnes +7 more
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Frontiers in Communication, 2021 Qualitative content analyses often rely on a top-down approach to understand themes in a collection of texts. A codebook prescribes how humans should judge if a text fits a theme based on rules and judgment criteria.
David M. Markowitz
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Frontiers in Artificial Intelligence, 2022 Text simplification involves making texts easier to understand, usually for lay readers. Simplifying texts is a complex task, especially when conducted in a second language.
Alessandra Rossetti, Luuk Van Waes
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