Development of social network analysis platform
The social network is a platform where a big number of data can be collected as the number of social network users grows each day. Many data scientists are investigating the correlation of those data collected from different users and different locations on the social network. In this research, a pl...
| Main Authors: | , , , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
IEEE
2019
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/80433/ http://irep.iium.edu.my/80433/1/80433%20Development%20of%20Social%20Network%20Analysis%20Platform.pdf http://irep.iium.edu.my/80433/2/80433%20Development%20of%20Social%20Network%20Analysis%20Platform%20SCOPUS.pdf |
| _version_ | 1848788957053059072 |
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| author | Adnan, Sumayyah Gunawan, Teddy Surya Nasir, Haidawati Kartiwi, Mira |
| author_facet | Adnan, Sumayyah Gunawan, Teddy Surya Nasir, Haidawati Kartiwi, Mira |
| author_sort | Adnan, Sumayyah |
| building | IIUM Repository |
| collection | Online Access |
| description | The social network is a platform where a big number of data can be collected as the number of social network users grows each day. Many data scientists are investigating the correlation of those data collected from different users and different locations on the social network. In this research, a platform is developed to stream the Twitter APIs to study the social network analysis on Twitter. This platform development process will be divided into three process, including extraction, classification and application process. This streaming process will be done using Tweepy, an open source Python library for Twitter API that is used in the Twitter data mining process. The data extracted from this process will later be visualized in a visualization tool for social network analysis. This platform is intentionally created to aid the user to analyze the data extracted from Twitter with a simple application. The sentiment analysis from various tweets will be analyzed using machine learning tool and visualized in graph for better visualization. |
| first_indexed | 2025-11-14T17:49:04Z |
| format | Proceeding Paper |
| id | iium-80433 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T17:49:04Z |
| publishDate | 2019 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-804332020-07-13T04:12:26Z http://irep.iium.edu.my/80433/ Development of social network analysis platform Adnan, Sumayyah Gunawan, Teddy Surya Nasir, Haidawati Kartiwi, Mira T Technology (General) The social network is a platform where a big number of data can be collected as the number of social network users grows each day. Many data scientists are investigating the correlation of those data collected from different users and different locations on the social network. In this research, a platform is developed to stream the Twitter APIs to study the social network analysis on Twitter. This platform development process will be divided into three process, including extraction, classification and application process. This streaming process will be done using Tweepy, an open source Python library for Twitter API that is used in the Twitter data mining process. The data extracted from this process will later be visualized in a visualization tool for social network analysis. This platform is intentionally created to aid the user to analyze the data extracted from Twitter with a simple application. The sentiment analysis from various tweets will be analyzed using machine learning tool and visualized in graph for better visualization. IEEE 2019 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/80433/1/80433%20Development%20of%20Social%20Network%20Analysis%20Platform.pdf application/pdf en http://irep.iium.edu.my/80433/2/80433%20Development%20of%20Social%20Network%20Analysis%20Platform%20SCOPUS.pdf Adnan, Sumayyah and Gunawan, Teddy Surya and Nasir, Haidawati and Kartiwi, Mira (2019) Development of social network analysis platform. In: 2019 IEEE 6th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2019), 27 - 29 Aug 2019, Kuala Lumpur, Malaysia. https://ieeexplore.ieee.org/document/9057327 10.1109/ICSIMA47653.2019.9057327 |
| spellingShingle | T Technology (General) Adnan, Sumayyah Gunawan, Teddy Surya Nasir, Haidawati Kartiwi, Mira Development of social network analysis platform |
| title | Development of social network analysis platform |
| title_full | Development of social network analysis platform |
| title_fullStr | Development of social network analysis platform |
| title_full_unstemmed | Development of social network analysis platform |
| title_short | Development of social network analysis platform |
| title_sort | development of social network analysis platform |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/80433/ http://irep.iium.edu.my/80433/ http://irep.iium.edu.my/80433/ http://irep.iium.edu.my/80433/1/80433%20Development%20of%20Social%20Network%20Analysis%20Platform.pdf http://irep.iium.edu.my/80433/2/80433%20Development%20of%20Social%20Network%20Analysis%20Platform%20SCOPUS.pdf |