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Processing social media with fuzzy logic


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Fuzzy logic processing has been used to hold out an evaluation of efficiency in social media networking. Particulars could be discovered within the Worldwide Journal of Fuzzy Computation and Modelling.

Ridhima Mehta of the Faculty of Laptop and Programs Sciences on the Jawaharlal Nehru University in New Delhi, India, explains how fuzzy logic, with its roots in Nineteen Sixties computer science, can be utilized to assist us remedy a really fashionable downside: dealing with the massive streams of information from social networking sites equivalent to Fb, YouTube, LinkedIn, and discovering methods to investigate and interpret connectivity and sentiment in these streams.

Social media has change into nearly ubiquitous in lots of components of the world, lots of of hundreds of thousands, if not billions, of individuals depend on it for leisure, information, enterprise, communication with buddies, household, and colleagues, and extra. The massive portions of knowledge shuttled across the numerous networks is sort of unimaginable to course of given how disparate messages and updates, content material, and context could be. Fuzzy logic, an extension of the way more typical Boolean logic, affords a instrument to course of datasets in a extra helpful method than trying to investigate word-by-word or sentence-by-sentence.

The crew demonstrated proof of precept with a multiple-input multiple-output (MIMO) fuzzy inference system. The inputs, Mehta explains, are processed based mostly on the ideas and operations related to the fuzzy set idea coupled with the saved data within the type of a rule base. Outputs are based mostly on these inputs. Error charges had been at the very least 90% improved on present strategies, Mehta discovered.

Mehta explains that the proposed fuzzy-based design could be built-in with different multiple-objective optimization methods equivalent to genetic algorithms, Markov choice course of, particle swarm optimization to acquire a number of optimum social networking efficiency aims.


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Extra data:
Ridhima Mehta N.A., Making use of Fuzzy Logic for Multicriteria Efficiency Evaluation of Social Media Networking, Worldwide Journal of Fuzzy Computation and Modelling (2022). DOI: 10.1504/IJFCM.2023.10048093

Quotation:
Processing social media with fuzzy logic (2022, July 27)
retrieved 27 July 2022
from https://techxplore.com/information/2022-07-social-media-fuzzy-logic.html

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