A Machine Learning Algorithm for Classification, Analyzation and Prediction of Multimedia Messages in Social Networks

U. Tanuja; H. L. Gururaj; V. Janhavi

doi:10.1007/978-981-15-3369-3_37

A Machine Learning Algorithm for Classification, Analyzation and Prediction of Multimedia Messages in Social Networks

U. Tanuja
, H. L. Gururaj^*
, V. Janhavi

^*Corresponding author for this work

Manipal Institute of Technology, Bengaluru

Research output: Chapter in Book/Report/Conference proceeding › Chapter

3 Citations (Scopus)

Abstract

In the present-day scenario, the growth of social media gained much popularity around the world. A social media is a Website where people connect with each other. It is one of the most correlative media to communicate, share and exchange different types of information like text, image, audio, video…. It provides a platform to build relations among people to communicate and share their interests and activities, and with the enormous growth of social media, the users are spending more time for exchanging several contexts like text, image and video data. In this paper, the initiatory work is concerned with different types of classification algorithms used for analyzing audio and video data and also discusses about the machine learning of text and images in social networks.

Original language	English
Title of host publication	Lecture Notes in Networks and Systems
Publisher	Springer
Pages	485-499
Number of pages	15
DOIs	https://doi.org/10.1007/978-981-15-3369-3_37
Publication status	Published - 2020

Publication series

Name	Lecture Notes in Networks and Systems
Volume	121
ISSN (Print)	2367-3370
ISSN (Electronic)	2367-3389

All Science Journal Classification (ASJC) codes

Control and Systems Engineering
Signal Processing
Computer Networks and Communications

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10.1007/978-981-15-3369-3_37

Cite this

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AU - Janhavi, V.

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AB - In the present-day scenario, the growth of social media gained much popularity around the world. A social media is a Website where people connect with each other. It is one of the most correlative media to communicate, share and exchange different types of information like text, image, audio, video…. It provides a platform to build relations among people to communicate and share their interests and activities, and with the enormous growth of social media, the users are spending more time for exchanging several contexts like text, image and video data. In this paper, the initiatory work is concerned with different types of classification algorithms used for analyzing audio and video data and also discusses about the machine learning of text and images in social networks.

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A Machine Learning Algorithm for Classification, Analyzation and Prediction of Multimedia Messages in Social Networks

Abstract

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All Science Journal Classification (ASJC) codes

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