ANALYSIS OF PUBLIC DATA ON SOCIAL NETWORKS WITH IBM WATSON

As more and more people are using the the social networks, they leave enormous amount of digital footprints of their personality available to them with every click. In this exploratory research, the publicly available data is collected from the biggest social network (Facebook) and sent to IBM Wat...

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Main Author: Zoltan
Format: Article
Language:English
Published: Zibeline International 2018-02-01
Series:Acta Informatica Malaysia
Subjects:
Online Access:https://zibelinepub.com/archives/1aim2018/1aim2018-10-11.pdf
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author Zoltan
author_facet Zoltan
author_sort Zoltan
collection DOAJ
description As more and more people are using the the social networks, they leave enormous amount of digital footprints of their personality available to them with every click. In this exploratory research, the publicly available data is collected from the biggest social network (Facebook) and sent to IBM Watson to reveal hidden personality traits that the posts and the profile pictures might contain. Watson is the name of the the cognitive computing system developed by IBM. It has several subsystems including the Personality Insights, that extracts personality traits from text and the Visual Recognition, that can be taught to analyze pictures. Firstly, the posts of Facebook users would be sent to Watson Personality Insights to get their Big5 personality traits, then their profile images and their personality traits will be linked to train the Visual Recognition. With a high number of input, the API probably could output the personality traits with high significance.
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spelling doaj.art-50dd2526721145179ede9457e9e748fb2022-12-22T01:08:29ZengZibeline InternationalActa Informatica Malaysia2521-08742521-05052018-02-0121101110.26480/aim.01.2018.10.11ANALYSIS OF PUBLIC DATA ON SOCIAL NETWORKS WITH IBM WATSONZoltan0BaloghAs more and more people are using the the social networks, they leave enormous amount of digital footprints of their personality available to them with every click. In this exploratory research, the publicly available data is collected from the biggest social network (Facebook) and sent to IBM Watson to reveal hidden personality traits that the posts and the profile pictures might contain. Watson is the name of the the cognitive computing system developed by IBM. It has several subsystems including the Personality Insights, that extracts personality traits from text and the Visual Recognition, that can be taught to analyze pictures. Firstly, the posts of Facebook users would be sent to Watson Personality Insights to get their Big5 personality traits, then their profile images and their personality traits will be linked to train the Visual Recognition. With a high number of input, the API probably could output the personality traits with high significance.https://zibelinepub.com/archives/1aim2018/1aim2018-10-11.pdfIBM Watsonpersonality insightsvisual recognitionsocial networkneural network
spellingShingle Zoltan
ANALYSIS OF PUBLIC DATA ON SOCIAL NETWORKS WITH IBM WATSON
Acta Informatica Malaysia
IBM Watson
personality insights
visual recognition
social network
neural network
title ANALYSIS OF PUBLIC DATA ON SOCIAL NETWORKS WITH IBM WATSON
title_full ANALYSIS OF PUBLIC DATA ON SOCIAL NETWORKS WITH IBM WATSON
title_fullStr ANALYSIS OF PUBLIC DATA ON SOCIAL NETWORKS WITH IBM WATSON
title_full_unstemmed ANALYSIS OF PUBLIC DATA ON SOCIAL NETWORKS WITH IBM WATSON
title_short ANALYSIS OF PUBLIC DATA ON SOCIAL NETWORKS WITH IBM WATSON
title_sort analysis of public data on social networks with ibm watson
topic IBM Watson
personality insights
visual recognition
social network
neural network
url https://zibelinepub.com/archives/1aim2018/1aim2018-10-11.pdf
work_keys_str_mv AT zoltan analysisofpublicdataonsocialnetworkswithibmwatson