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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Published Paper Details:
EmoType: A Approach to Predictive Texting with a native Emotional Sensitivity
Authors
Adithya R,Prannaveshwaaran,Hamshavadhan
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Keywords
predictive texting , recognise emotions , feelings
Abstract
Ever wonder if your phone could understand how you're feeling as you type? This research is all about making texting more in tune with your emotions. We're taking predictive texting, the tool that suggests words as you type, and giving it a heart. Instead of just predicting words, it's now predicting how you feel. We start by looking at what's been done before in predictive texting and emotions. Turns out, words are more than just letters; they carry feelings. We saw a gap in understanding these feelings in the tech world, so we set out to bridge it.How did we do it? We collected lots of messages from people, all kinds of sentences, happy ones, sad ones, everything. Then, we taught our computer to recognize emotions in those messages. It's like teaching a friend to read between the lines, but in this case, the friend is a computer program. The tricky part was putting this emotion-reading skill into predictive texting. We had to tweak and tune things to make sure it gets the feelings right. The results were pretty cool - our texting tool didn't just guess words; it guessed emotions too. We dive into how we made our computer recognize emotions in text. It's like giving it a crash course in understanding when you're excited, upset, or just having a chill conversation. We used clues from how words are used and put them all together to make sense of the feelings behind the words.The fun part? Testing it out! We let our emotion-savvy texting tool loose and checked how accurate it was. It turns out, it's not just good at predicting words; it's pretty good at catching your mood too.In the end, we chat about what this all means. Imagine a texting buddy that not only gets what you're saying but also how you're feeling. We wrap up by talking about what's next and how this is just the beginning of making texting a bit more human, a bit more understanding, and maybe a bit more fun. We wrap up by talking about what's next, and here's the kicker--it works in your language. So, no matter where you're from, your phone gets you in the language that feels like home. It's not just tech; it's a friend who speaks your language, literally.
IJCRT's Publication Details
Unique Identification Number - IJCRT2311435
Paper ID - 246638
Author type - Indian Author
Page Number(s) - d718-d726
Pubished in - Volume 11 | Issue 11 | November 2023
DOI (Digital Object Identifier) - http://doi.one/10.1729/Journal.36884
No Of Downloads - 65
Author Country - India, 600101, Chennai, Chennai, 600101, Science and Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
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Adithya R,Prannaveshwaaran,Hamshavadhan, "EmoType: A Approach to Predictive Texting with a native Emotional Sensitivity", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 11, pp.d718-d726, November 2023, Available at :http://www.ijcrt.org/papers/IJCRT2311435.pdf
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The International Journal of Creative Research Thoughts (IJCRT) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies.
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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