Sentiment classification model for Chinese micro-blog comments based on key sentences extraction
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DOI: 10.1007/s00500-020-05160-8
Abstract: With the advancements of communication technology, the growth in the number of blogs has been remarkable. Information sharing has been an interesting matter of interest for researches, as people contribute to information shared through the… read more here.
Keywords: sentiment classification; key sentences; blog comments; micro blog ... See more keywords
A personalized recommendation algorithm based on large-scale real micro-blog data
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DOI: 10.1007/s00521-020-05042-y
Abstract: With the arrival of the big data era, the amount of micro-blog users and texts is constantly increasing, and research on personalized recommendation algorithm for micro-blog texts is becoming more and more urgent. In consideration… read more here.
Keywords: micro blog; recommendation algorithm; micro; personalized recommendation ... See more keywords
A New Method of Identifying Influential Users in the Micro-Blog Networks
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DOI: 10.1109/access.2017.2672680
Abstract: Micro-blog services have become popular tools in the social networks. Online users discuss various topics in the micro-blog and some influential users can affect the opinions, attitudes, behaviors, or emotions of others. This paper proposes… read more here.
Keywords: users micro; uirank algorithm; blog; micro blog ... See more keywords
An Ensemble Classification Algorithm of Micro-Blog Sentiment based on Feature Selection and Differential Evolution
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3187114
Abstract: In the face of massive texts, dimensionality reduction algorithm and efficient classification model have become the key steps for sentiment classification of microblogs. X2 statistics and TF-IDF statistics are commonly used dimension reduction methods. When… read more here.
Keywords: classification; micro blog; sentiment; feature selection ... See more keywords