Work

Emoji Detection System Using Machine Learning

Year: 2025

Type: article

Abstract: This paper explores the creation of an emoji detection system using machine learning, developed in a practical and exploratory manner rather than in a polished theoretical style. The study grew from observing how often people rely on emojis to express emotions that do not always come across in written text. By experimenting with commonly used models and gradually testing different approaches, the system was built to identify emojis in both text and images with reasonable accuracy. Although not perfect, the work reflects a realistic research process and offers insights for further improvement.

Source: Iconic Research and Engineering Journals

DOI: 10.64388/irev9i5-1712361

Authors: Priyanshu Sharma, Soumya Singh, Dr. Anuj Chandila, Prof.(Dr.) Sanjay Pachauri

Institution: Greater Noida Institute of Technology (MBA Institute)

Language: English

Topic: Digital Communication and Language

Subfield: Human-Computer Interaction

Field: Computer Science

Domain: Physical Sciences

Open Access status: bronze

OpenAlex ID: W4417262580

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