IIUM Repository

Development of social network analysis platform

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.

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Abstract

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.

Item Type: Conference or Workshop Item (Plenary Papers)
Additional Information: 5588/80433
Uncontrolled Keywords: Twitter; Tweepy; sentiment analysis; social network analysis.
Subjects: T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Engineering
Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Kulliyyah of Information and Communication Technology
Kulliyyah of Information and Communication Technology

Kulliyyah of Information and Communication Technology > Department of Information System
Kulliyyah of Information and Communication Technology > Department of Information System
Depositing User: Dr. Mira Kartiwi
Date Deposited: 12 May 2020 10:55
Last Modified: 13 Jul 2020 12:12
URI: http://irep.iium.edu.my/id/eprint/80433

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