Personal popular Name Identification Through Twitter Data

Umar, Najirah and Yuyun, Yuyun and Hazriani, Hazriani and Herman, Herman (2020) Personal popular Name Identification Through Twitter Data. International Journal of Advanced Trends in Computer Science and Engineering, 9 (5). pp. 8184-8190. ISSN ISSN 2278-3091

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A name has important meaning to someone’s life. Since, a name describes specific identities to distinguish someone from others, and represent the uniqueness of the person as well. This paper addresses popular personal names which are preferred to be used by people in Makassar City, by investigating the typology of first name, middle name, and last name. Around 14,500 personal names were collected from social networking Twitter. To ensure data integrity, preprocessing data was conducted by implementing Min-Max normalization which functions to replace missing or false values. Based on data analysis with the K-means algorithm, three clusters were formed, namely very popular, popular and quite popular. Finally, through a ranking method, we discover a list of a hundred names popularly used by people in Makassar city.

Item Type: Article
Uncontrolled Keywords: ;
Subjects: 600 Technology and Applied Sciences
Depositing User: Najirah Umar
Date Deposited: 10 Oct 2022 04:34
Last Modified: 10 Oct 2022 04:34

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