Retraction Note: Classification of sentence level sentiment analysis using cloud machine learning techniques
نویسندگان
چکیده
منابع مشابه
Financial Sentiment Analysis Using Machine Learning Techniques
The rise of web content has presented a great opportunity to extract indicators of investor moods directly from news and social media. Gauging this sentiment or general prevailing attitude of investors may simplify the analysis of large, unstructured textual datasets and help anticipate price developments in the market. There are several challenges in developing a scalable and effective framewo...
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We consider the problem of classifying documents not by topic, but by overall sentiment, e.g., determining whether a review is positive or negative. Using movie reviews as data, we find that standard machine learning techniques definitively outperform human-produced baselines. However, the three machine learning methods we employed (Naive Bayes, maximum entropy classification, and support vecto...
متن کاملThumbs up? Sentiment Classification using Machine Learning Techniques
We consider the problem of classifying documents not by topic, but by overall sentiment, e.g., determining whether a review is positive or negative. Using movie reviews as data, we find that standard machine learning techniques definitively outperform human-produced baselines. However, the three machine learning methods we employed (Naive Bayes, maximum entropy classification, and support vecto...
متن کاملAnalysis of different approaches to Sentence-Level Sentiment Classification
Sentiment classification is a way to analyze the subjective information in the text and then mine the opinion. Sentiment analysis is the procedure by which information is extracted from the opinions, appraisals and emotions of people in regards to entities, events and their attributes. In decision making, the opinions of others have a significant effect on customers ease, making choices with re...
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Opinion Mining also called as Sentiment Analysis is a process that provides with the subjective information for the text provided. In other words we can say that it analyzes person’s opinion, evaluations, emotions, appraisals, etc. towards a particular product, event, issue, service, topic, etc. This paper focuses on the machine learning techniques used for sentiment analysis and opinion mining...
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ژورنال
عنوان ژورنال: Cluster Computing
سال: 2022
ISSN: ['1386-7857', '1573-7543']
DOI: https://doi.org/10.1007/s10586-022-03861-3