An Automated Framework to Detect Emotions from Contextual Corpus
نویسندگان
چکیده
The emotion extraction or opinion mining is one of the key tasks for any text processing frameworks. In recent times, use has gained a lot potential due to application customized aspects consumer relations and other applications. However, sentiment analysis highly challenging as accuracy depends on input corpus. corpus can be fluctuating inclusion emojis local language influences finally wide variety regional languages. A good number parallel research outcomes have aimed solve these challenges in time. most primarily three kept unsolved firstly, mainly removed but not translated into scores, secondly, translation texts from various languages true translations rather than contextual translation. Finally, dictionaries actual takes time process must reduced. Henceforth, order challenges, this work proposed framework automate weighted emoji-based analysis, Unicode based reduce complexity collaborative scores build final models. This results nearly 97% 50% reduction complexity.
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ژورنال
عنوان ژورنال: International Journal of Advanced Computer Science and Applications
سال: 2023
ISSN: ['2158-107X', '2156-5570']
DOI: https://doi.org/10.14569/ijacsa.2023.0140398