A4 Artikkeli konferenssijulkaisussa
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-tekijät tai -toimittajat
Julkaisun tiedot
Julkaisun kaikki tekijät tai toimittajat: Nurhas, Irawan; Pirkkalainen, Henri; Geisler, Stefan; Pawlowski, Jan
Emojulkaisu: IC3K 2021 / KMIS 2021 : Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management : Volume 3
Emojulkaisun toimittajat: Bernardino, Jorge; Masciari, Elio; Rolland, Colette; Filipe,Joaquim
Konferenssi:
- International conference on knowledge management and information systems
Konferenssin paikka ja aika: Online, 25.-27.10.2021
ISBN: 978-989-758-533-3
ISSN: 2184-3228
Julkaisuvuosi: 2021
Artikkelin sivunumerot: 145-152
Kustantaja: SCITEPRESS - Science and Technology Publications
Kustannuspaikka: Setúbal
Julkaisumaa: Portugali
Julkaisun kieli: englanti
DOI: https://doi.org/10.5220/0010661000003064
Julkaisun avoin saatavuus: Ei avoin
Julkaisukanavan avoin saatavuus:
Julkaisu on rinnakkaistallennettu (JYX): https://jyx.jyu.fi/handle/123456789/78464
Lisätietoja: This 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).
Tiivistelmä
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.
YSO-asiasanat: yritykset; startup-yritykset; yrittäjyys; yritystoiminta; perustaminen; yrityksen perustaminen; haasteet (ongelmat); huolestuneisuus; ideat; innovaatiot
Vapaat asiasanat: entrepreneurial concerns; challenges to startups; topic modeling; entrepreneurship; sentiment analysis
Liittyvät organisaatiot
OKM-raportointi: Kyllä
Raportointivuosi: 2021
JUFO-taso: 0
