Results 61 to 70 of about 51,938 (169)
A Collaborative System for Sentiment Analysis [PDF]
, 2010 In the past we have witnessed our machine learning method for sentiment analysis coping well with figurative language, but determining with uncertainty the polarity of mildly figurative cases We have shown that for these uncertain cases, a rule-based system should be consulted We evaluate this collaborative approach on the ”Rotten Tomatoes” movie ...
Rentoumi, V +4 more
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Anatomy of Sentiment Analysis in Ontological, Epistemological, and Axiological Perspectives
JOIN: Jurnal Online InformatikaThe aim of this article was to examine sentiment analysis methods from the perspective of the philosophy of science with three approaches, ontological, epistemological and axiological.
M. Noer Fadli Hidayat +3 more
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Word Embeddings in Sentiment Analysis [PDF]
, 2018 In the late years sentiment analysis and its applications have reached growing popularity. Concerning this field of research, in the very late years machine learning and word representation learning derived from distributional semantics field (i.e. word embeddings) have proven to be very successful in performing sentiment analysis tasks.
Petrolito R, Dell'Orletta F
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Toward Multimodal Sentiment Analysis of Historic Plays
Digital Humanities in the Nordic and Baltic Countries Publications, 2019 We present a case study as part of a work-in-progress project about multimodal sentiment analysis on historic German plays, taking Emilia Galotti by G. E. Lessing as our initial use case. We analyze the textual version and an audio version (audio book).
Thomas Schmidt +2 more
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IEEE Access, 2020 In recent years, with the rapid development of Internet technology, online shopping has become a mainstream way for users to purchase and consume. Sentiment analysis of a large number of user reviews on e-commerce platforms can effectively improve user ...
Li Yang +3 more
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Social Media Sentiment Analysis
EncyclopediaSocial media sentiment analysis is the computational detection and extraction of human subjective evaluation of objects embedded on social media. Previous sentiment analysis was conducted on isolated written texts, and typically classified sentiment into
Joyce Y. M. Nip, Benoit Berthelier
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A Consensus Approach to Sentiment Analysis [PDF]
, 2017 There are many situations where the opinion of the majority of participants is critical. The scenarios could be multiple, like a number of doctors finding commonality on the diagnosing of an illness or parliament members looking for consensus on a specific law being passed.
Orestes Appel +3 more
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Review on Key Techniques of Video Multimodal Sentiment Analysis [PDF]
Jisuanji kexue yu tansuoSentiment analysis is the process of automatically determining an opinion holders attitude or emotional tendency. It is widely used in business, social media analysis, and public opinion monitoring.
DUAN Zongtao, HUANG Junchen, ZHU Xiaole
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A Zero-Shot Interpretable Framework for Sentiment Polarity Extraction
IEEE AccessSentiment analysis is a task in natural language processing that focuses on identifying and categorizing emotions expressed in text. Despite the remarkable predictive performance achieved by deep learning models in this domain, their limited ...
Thanakorn Chaisen +3 more
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Cooperative Sentiment Agents for Multimodal Sentiment Analysis
CoRRIn this paper, we propose a new Multimodal Representation Learning (MRL) method for Multimodal Sentiment Analysis (MSA), which facilitates the adaptive interaction between modalities through Cooperative Sentiment Agents, named Co-SA. Co-SA comprises two critical components: the Sentiment Agents Establishment (SAE) phase and the Sentiment Agents ...
Shanmin Wang +3 more
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