Text Mining Analysis of Teaching Evaluation Questionnaires for the Selection of Outstanding Teaching Faculty Members
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DOI: 10.1109/access.2018.2878478
Abstract: This paper was conducted in collaboration with the Office of Institutional Research at National Ilan University in Taiwan to analyze textual opinions found in teaching evaluation questionnaires and applied the analysis results to assisting the… read more here.
Keywords: teaching evaluation; analysis; sentiment; evaluation questionnaires ... See more keywords
Variable Convolution and Pooling Convolutional Neural Network for Text Sentiment Classification
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DOI: 10.1109/access.2020.2966726
Abstract: With the popularity of the internet, the expression of emotions and methods of communication are becoming increasingly abundant, and most of these emotions are transmitted in text form. Text sentiment classification research mainly includes three… read more here.
Keywords: sentiment classification; neural network; convolution; text sentiment ... See more keywords
A Study of the Application of Weight Distributing Method Combining Sentiment Dictionary and TF-IDF for Text Sentiment Analysis
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DOI: 10.1109/access.2022.3160172
Abstract: The most commonly used methods in text sentiment analysis are rule-based sentiment dictionary and machine learning, with the later referring to the use of vectors to represent text followed by the use of machine learning… read more here.
Keywords: sentiment dictionary; sentiment; method; text sentiment ... See more keywords
Text sentiment analysis using frequency-based vigorous features
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DOI: 10.23919/jcc.2019.12.011
Abstract: Sentiment Analysis, an un-abating research area in text mining, requires a computational method for extracting useful information from text. In recent days, social media has become a really rich source to get information about the… read more here.
Keywords: analysis; sentiment; analysis using; text sentiment ... See more keywords
Text Sentiment Analysis Based on Transformer and Augmentation
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DOI: 10.3389/fpsyg.2022.906061
Abstract: With the development of Internet technology, social media platforms have become an indispensable part of people’s lives, and social media have been integrated into people’s life, study, and work. On various forums, such as Taobao… read more here.
Keywords: text sentiment; analysis; based transformer; augmentation ... See more keywords