ISSN 2394-5125
 

Research Article 


EMOTION RECOGNITION ON TWITTER: COMPARATIVE STUDY AND TRAINING A UNISON MODEL

TALLAPELLYKIRANJYOTHI, VIJAYKUMAR POLEALLY.

Abstract
In spite of late triumphs of profound learning in numerous fields of characteristic language handling, past
investigations of feeling acknowledgement on twitter basically centered around the utilization of vocabularies and
basic classifiers on pack of-words models. The focal inquiry of our examination is whether we can improve their
presentation utilizing profound learning. To this end, we abuse hashtags to make three huge feeling named
informational indexes relating to various arrangements of feelings. We at that point think about the presentation of a
few word and character-based repetitive and convolutional neural systems with the exhibition on pack of-words and
dormant semantic ordering models. We likewise explore the transferability of the last shrouded state portrayals
between various characterizations of feelings, and whether it is conceivable to assemble a harmony model for
foreseeing every one of them utilizing a mutual portrayal. We demonstrate that intermittent neural systems,
particularly character-based ones, can improve over pack of-words and idle semantic ordering models. In spite of the
fact that the exchange abilities of these models are poor, the recently proposed preparing heuristic creates a harmony
model with execution tantamount to that of the three single models.

Key words: twitter, comparative study, unison model


 
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Pubmed Style

TALLAPELLYKIRANJYOTHI, VIJAYKUMAR POLEALLY. EMOTION RECOGNITION ON TWITTER: COMPARATIVE STUDY AND TRAINING A UNISON MODEL. JCR. 2020; 7(17): 201-208. doi:10.31838/jcr.07.17.32


Web Style

TALLAPELLYKIRANJYOTHI, VIJAYKUMAR POLEALLY. EMOTION RECOGNITION ON TWITTER: COMPARATIVE STUDY AND TRAINING A UNISON MODEL. http://www.jcreview.com/?mno=18711 [Access: August 16, 2021]. doi:10.31838/jcr.07.17.32


AMA (American Medical Association) Style

TALLAPELLYKIRANJYOTHI, VIJAYKUMAR POLEALLY. EMOTION RECOGNITION ON TWITTER: COMPARATIVE STUDY AND TRAINING A UNISON MODEL. JCR. 2020; 7(17): 201-208. doi:10.31838/jcr.07.17.32



Vancouver/ICMJE Style

TALLAPELLYKIRANJYOTHI, VIJAYKUMAR POLEALLY. EMOTION RECOGNITION ON TWITTER: COMPARATIVE STUDY AND TRAINING A UNISON MODEL. JCR. (2020), [cited August 16, 2021]; 7(17): 201-208. doi:10.31838/jcr.07.17.32



Harvard Style

TALLAPELLYKIRANJYOTHI, VIJAYKUMAR POLEALLY (2020) EMOTION RECOGNITION ON TWITTER: COMPARATIVE STUDY AND TRAINING A UNISON MODEL. JCR, 7 (17), 201-208. doi:10.31838/jcr.07.17.32



Turabian Style

TALLAPELLYKIRANJYOTHI, VIJAYKUMAR POLEALLY. 2020. EMOTION RECOGNITION ON TWITTER: COMPARATIVE STUDY AND TRAINING A UNISON MODEL. Journal of Critical Reviews, 7 (17), 201-208. doi:10.31838/jcr.07.17.32



Chicago Style

TALLAPELLYKIRANJYOTHI, VIJAYKUMAR POLEALLY. "EMOTION RECOGNITION ON TWITTER: COMPARATIVE STUDY AND TRAINING A UNISON MODEL." Journal of Critical Reviews 7 (2020), 201-208. doi:10.31838/jcr.07.17.32



MLA (The Modern Language Association) Style

TALLAPELLYKIRANJYOTHI, VIJAYKUMAR POLEALLY. "EMOTION RECOGNITION ON TWITTER: COMPARATIVE STUDY AND TRAINING A UNISON MODEL." Journal of Critical Reviews 7.17 (2020), 201-208. Print. doi:10.31838/jcr.07.17.32



APA (American Psychological Association) Style

TALLAPELLYKIRANJYOTHI, VIJAYKUMAR POLEALLY (2020) EMOTION RECOGNITION ON TWITTER: COMPARATIVE STUDY AND TRAINING A UNISON MODEL. Journal of Critical Reviews, 7 (17), 201-208. doi:10.31838/jcr.07.17.32