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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Format: | Article |
Language: | English |
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Zibeline International
2018-02-01
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Series: | Acta Informatica Malaysia |
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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. |
first_indexed | 2024-12-11T11:45:41Z |
format | Article |
id | doaj.art-50dd2526721145179ede9457e9e748fb |
institution | Directory Open Access Journal |
issn | 2521-0874 2521-0505 |
language | English |
last_indexed | 2024-12-11T11:45:41Z |
publishDate | 2018-02-01 |
publisher | Zibeline International |
record_format | Article |
series | Acta Informatica Malaysia |
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 |