A4 Article in conference proceedings
Examining Competing Entrepreneurial Concerns in a Social Question and Answer (SQA) Platform (2021)


Nurhas, I., Pirkkalainen, H., Geisler, S., & Pawlowski, J. (2021). Examining Competing Entrepreneurial Concerns in a Social Question and Answer (SQA) Platform. In J. Bernardino, E. Masciari, C. Rolland, & J. Filipe (Eds.), IC3K 2021 / KMIS 2021 : Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management : Volume 3 (pp. 145-152). SCITEPRESS - Science and Technology Publications. https://doi.org/10.5220/0010661000003064


JYU authors or editors


Publication details

All authors or editorsNurhas, Irawan; Pirkkalainen, Henri; Geisler, Stefan; Pawlowski, Jan

Parent publicationIC3K 2021 / KMIS 2021 : Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management : Volume 3

Parent publication editorsBernardino, Jorge; Masciari, Elio; Rolland, Colette; Filipe,Joaquim

Conference:

  • International conference on knowledge management and information systems

Place and date of conferenceOnline25.-27.10.2021

ISBN978-989-758-533-3

ISSN2184-3228

Publication year2021

Pages range145-152

PublisherSCITEPRESS - Science and Technology Publications

Place of PublicationSetúbal

Publication countryPortugal

Publication languageEnglish

DOIhttps://doi.org/10.5220/0010661000003064

Publication open accessNot open

Publication channel open access

Publication is parallel published (JYX)https://jyx.jyu.fi/handle/123456789/78464

Additional informationThis volume contains the proceedings of the 13th International Conference on Knowledge Management and Information Systems (KMIS 2021) which is part of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2021).


Abstract

This study aims to determine the competing concerns of people interested in startup development and entrepreneurship by using topic modeling and sentiment analysis on a social question-and-answer (SQA) website. Understanding the underlying concerns of startup entrepreneurs is critical to society and economic growth. Therefore, greater scientific support for entrepreneurship remains necessary, including data mining from virtual social communities. In this study, an SQA platform was used to identify the sentiment of thirty concerns of people interested in startup entrepreneurship. Based on topic modeling and sentiment analysis of 18819 inquiries in various forums on an SQA, we identified additional questions about founder figures, keys to success, and the location of a startup. In addition, we found that general questions were rated more positively, especially when it came to pitching, finding good sources, disruptive innovation, idea generation, and marketing advice. On average, the i dentified concerns were considered 48.9 percent positive, 41 percent neutral, and 10.1 percent negative. This research establishes a critical foundation for future research and development of digital startups by outlining a variety of different concerns associated with startup development in the digital age.


Keywordsenterprisesstartup companiesentrepreneurshipbusiness operationsfounding (establishment)company establishmentchallengesconcernideas (thoughts)innovations

Free keywordsentrepreneurial concerns; challenges to startups; topic modeling; entrepreneurship; sentiment analysis


Contributing organizations


Ministry reportingYes

Reporting Year2021

JUFO rating0


Last updated on 2024-03-04 at 17:45