Text analysis using deep neural networks in digital humanities and information science
Sign Up to like & getrecommendations! Published in 2021 at "Journal of the Association for Information Science and Technology"
DOI: 10.1002/asi.24544
Abstract: Combining computational technologies and humanities is an ongoing effort aimed at making resources such as texts, images, audio, video, and other artifacts digitally available, searchable, and analyzable. In recent years, deep neural networks (DNN) dominate… read more here.
Keywords: deep neural; neural networks; text analysis; information science ... See more keywords
The Transformation of 40-Year Coastal Wetland Policies in China: Network Analysis and Text Analysis.
Sign Up to like & getrecommendations! Published in 2022 at "Environmental science & technology"
DOI: 10.1021/acs.est.2c04683
Abstract: The notable improvement of China's wetland management policies over the last four decades prompted this study's goal to quantitatively analyze the transformation of China's coastal wetland policies from 1979 to 2022 by applying an institutional… read more here.
Keywords: text analysis; wetland; wetland policies; analysis ... See more keywords
The data visualization and intelligent text analysis for effective evaluation of English language teaching
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-08182-0
Abstract: This study aims to explore and construct an evaluation system of English language teaching effect combining data visualization analysis and intelligent text analysis technology. The study is based on the limitations of traditional English teaching… read more here.
Keywords: analysis; language; intelligent text; text analysis ... See more keywords
GPT is an effective tool for multilingual psychological text analysis
Sign Up to like & getrecommendations! Published in 2024 at "Proceedings of the National Academy of Sciences of the United States of America"
DOI: 10.1073/pnas.2308950121
Abstract: Significance Many fields—including psychology, sociology, communications, political science, and computer science—use computational methods to analyze text data. However, existing text analysis methods have a number of shortcomings. Dictionary methods, while easy to use, are often… read more here.
Keywords: gpt effective; analysis; effective tool; text analysis ... See more keywords
Exploring Patients' Trust from a New Perspective. A Text-Analysis Study.
Sign Up to like & getrecommendations! Published in 2022 at "Health communication"
DOI: 10.1080/10410236.2022.2131973
Abstract: The concept of trust has been extensively studied within the field of medicine. Yet, a list of factors that clearly influence patients' trust is still under debate. Moreover, the methodological approaches found in literature have… read more here.
Keywords: text analysis; patients trust; trust; exploring patients ... See more keywords
More than words: Computerized text analysis of child welfare professionals’ Adult Attachment Interviews
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Human Behavior in the Social Environment"
DOI: 10.1080/10911359.2019.1617819
Abstract: ABSTRACT Studying the attachment representations of child welfare workers can benefit workers and the vulnerable populations they serve. The Adult Attachment Interview (AAI) is the most widely used and well-validated measure of adult attachment but… read more here.
Keywords: text analysis; child welfare; welfare professionals; adult attachment ... See more keywords
Latent Semantic Scaling: A Semisupervised Text Analysis Technique for New Domains and Languages
Sign Up to like & getrecommendations! Published in 2020 at "Communication Methods and Measures"
DOI: 10.1080/19312458.2020.1832976
Abstract: ABSTRACT Many social scientists recognize that quantitative text analysis is a useful research methodology, but its application is still concentrated in documents written in European languages, especially English, and few sub-fields of political science, such… read more here.
Keywords: seed; analysis; latent semantic; domains languages ... See more keywords
Using text analysis to quantify the similarity and evolution of scientific disciplines
Sign Up to like & getrecommendations! Published in 2018 at "Royal Society Open Science"
DOI: 10.1098/rsos.171545
Abstract: We use an information-theoretic measure of linguistic similarity to investigate the organization and evolution of scientific fields. An analysis of almost 20 M papers from the past three decades reveals that the linguistic similarity is related… read more here.
Keywords: similarity; analysis; using text; evolution scientific ... See more keywords
A machine-learning based approach to measuring constructs through text analysis
Sign Up to like & getrecommendations! Published in 2019 at "European Journal of Marketing"
DOI: 10.1108/ejm-01-2019-0084
Abstract: This paper aims to develop a novel and generalizable machine-learning based method of measuring established marketing constructs through passive analysis of consumer-generated textual data. The authors term this method scale-directed text analysis.,The method first develops… read more here.
Keywords: machine learning; analysis; method; learning based ... See more keywords
Making Sense of Student Feedback Using Text Analysis--Adapting and Expanding a Common Lexicon.
Sign Up to like & getrecommendations! Published in 2018 at "Quality Assurance in Education"
DOI: 10.1108/qae-11-2016-0062
Abstract: Purpose This paper aims to report the findings of a study into the automated text analysis of student feedback comments to assist in investigating a high volume of qualitative information at various levels in an… read more here.
Keywords: student; student feedback; analysis; student comments ... See more keywords
Visual Text Analysis in Digital Humanities
Sign Up to like & getrecommendations! Published in 2017 at "Computer Graphics Forum"
DOI: 10.1111/cgf.12873
Abstract: In 2005, Franco Moretti introduced Distant Reading to analyse entire literary text collections. This was a rather revolutionary idea compared to the traditional Close Reading, which focuses on the thorough interpretation of an individual work.… read more here.
Keywords: visual text; analysis; digital humanities; distant reading ... See more keywords