Use of a high-value social audience index for target audience identification on Twitter

With the large and growing user base of social media, it is not an easy feat to identify potential customers for business. This is mainly due to the challenge of extracting commercially viable contents from the vast amount of free-form conversations. In this paper, we analyse the Twitter content of...

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Main Authors: LO, Siaw Ling, CORNFORTH, David, CHIONG, Raymond.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2015
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Online Access:https://ink.library.smu.edu.sg/sis_research/6107
https://ink.library.smu.edu.sg/context/sis_research/article/7110/viewcontent/LoSiawLing_2015_Use_of_high_value_social_audience_index.pdf
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spelling sg-smu-ink.sis_research-71102021-09-29T12:33:10Z Use of a high-value social audience index for target audience identification on Twitter LO, Siaw Ling CORNFORTH, David CHIONG, Raymond. With the large and growing user base of social media, it is not an easy feat to identify potential customers for business. This is mainly due to the challenge of extracting commercially viable contents from the vast amount of free-form conversations. In this paper, we analyse the Twitter content of an account owner and its list of followers through various text mining methods and segment the list of followers via an index. We have termed this index as the High-Value Social Audience (HVSA) index. This HVSA index enables a company or organisation to devise their marketing and engagement plan according to available resources, so that a high-value social audience can potentially be transformed to customers, and hence improve the return on investment. 2015-02-01T08:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/6107 info:doi/10.1007/978-3-319-14803-8_25 https://ink.library.smu.edu.sg/context/sis_research/article/7110/viewcontent/LoSiawLing_2015_Use_of_high_value_social_audience_index.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Twitter Topic modelling Machine learning Audience segmentation. Databases and Information Systems Social Media
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Twitter
Topic modelling
Machine learning
Audience segmentation.
Databases and Information Systems
Social Media
spellingShingle Twitter
Topic modelling
Machine learning
Audience segmentation.
Databases and Information Systems
Social Media
LO, Siaw Ling
CORNFORTH, David
CHIONG, Raymond.
Use of a high-value social audience index for target audience identification on Twitter
description With the large and growing user base of social media, it is not an easy feat to identify potential customers for business. This is mainly due to the challenge of extracting commercially viable contents from the vast amount of free-form conversations. In this paper, we analyse the Twitter content of an account owner and its list of followers through various text mining methods and segment the list of followers via an index. We have termed this index as the High-Value Social Audience (HVSA) index. This HVSA index enables a company or organisation to devise their marketing and engagement plan according to available resources, so that a high-value social audience can potentially be transformed to customers, and hence improve the return on investment.
format text
author LO, Siaw Ling
CORNFORTH, David
CHIONG, Raymond.
author_facet LO, Siaw Ling
CORNFORTH, David
CHIONG, Raymond.
author_sort LO, Siaw Ling
title Use of a high-value social audience index for target audience identification on Twitter
title_short Use of a high-value social audience index for target audience identification on Twitter
title_full Use of a high-value social audience index for target audience identification on Twitter
title_fullStr Use of a high-value social audience index for target audience identification on Twitter
title_full_unstemmed Use of a high-value social audience index for target audience identification on Twitter
title_sort use of a high-value social audience index for target audience identification on twitter
publisher Institutional Knowledge at Singapore Management University
publishDate 2015
url https://ink.library.smu.edu.sg/sis_research/6107
https://ink.library.smu.edu.sg/context/sis_research/article/7110/viewcontent/LoSiawLing_2015_Use_of_high_value_social_audience_index.pdf
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