Please use this identifier to cite or link to this item: http://hdl.handle.net/10125/59669

Utilizing Social Media For Lead Generation

File Size Format  
0229.pdf 310.7 kB Adobe PDF View/Open

Item Summary

Title:Utilizing Social Media For Lead Generation
Authors:Prakash, Adjitesh
Caton, Simon
Haas, Christian
Keywords:Data Analytics, Data Mining and Machine Learning for Social Media
Digital and Social Media
Latent Dirichlet Allocation
Lead Generation
LinkedIn
show 1 moreSocial Media
show less
Date Issued:08 Jan 2019
Abstract:Social Media is the most prevalent platform for communication, forming and maintaining professional as well as social relationships. The growth of platforms and the exponential rise in the user base of social media websites like LinkedIn, Facebook and Twitter, is evidence of their widespread acceptance. They pose many opportunities for businesses to exploit this facet of digitally mediated relationships, for example spreading awareness about the business and engage with prospective customers. The focus of this research is on the use of social media to identify relevant profiles or ``leads'' for a business in sourcing new employees, or collaborators. The paper utilizes data from social networking sites Twitter and LinkedIn and presents an automated approach for the discovery of leads. For the considered business cases, Twitter was found to be irrelevant for lead generation due to its emphasis on personal vs. professional user positioning. The presented final approach utilizes only four attributes from LinkedIn users' profiles to generate high quality leads, and is tested for robustness to variations in input data, different business contexts and vulnerability to noise in the input data. The results show the robustness and consistency of the presented approach to generate leads despite utilizing a small subset of features.
Pages/Duration:10 pages
URI:http://hdl.handle.net/10125/59669
ISBN:978-0-9981331-2-6
DOI:10.24251/HICSS.2019.278
Rights:Attribution-NonCommercial-NoDerivatives 4.0 International
https://creativecommons.org/licenses/by-nc-nd/4.0/
Appears in Collections: Data Analytics, Data Mining and Machine Learning for Social Media


Please email libraryada-l@lists.hawaii.edu if you need this content in ADA-compliant format.

This item is licensed under a Creative Commons License Creative Commons