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dc.contributor.authorNurhas, Irawan
dc.contributor.authorPirkkalainen, Henri
dc.contributor.authorGeisler, Stefan
dc.contributor.authorPawlowski, Jan
dc.contributor.editorBernardino, Jorge
dc.contributor.editorMasciari, Elio
dc.contributor.editorRolland, Colette
dc.contributor.editorFilipe,Joaquim
dc.date.accessioned2021-11-03T06:57:27Z
dc.date.available2021-11-03T06:57:27Z
dc.date.issued2021
dc.identifier.citationNurhas, 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.), <i>IC3K 2021 / KMIS 2021 : Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management : Volume 3</i> (pp. 145-152). SCITEPRESS - Science and Technology Publications. <a href="https://doi.org/10.5220/0010661000003064" target="_blank">https://doi.org/10.5220/0010661000003064</a>
dc.identifier.otherCONVID_101726176
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/78464
dc.description.abstractThis 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.en
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherSCITEPRESS - Science and Technology Publications
dc.relation.ispartofIC3K 2021 / KMIS 2021 : Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management : Volume 3
dc.rightsCC BY-NC-ND 4.0
dc.subject.otherentrepreneurial concerns
dc.subject.otherchallenges to startups
dc.subject.othertopic modeling
dc.subject.otherentrepreneurship
dc.subject.othersentiment analysis
dc.titleExamining Competing Entrepreneurial Concerns in a Social Question and Answer (SQA) Platform
dc.typeconferenceObject
dc.identifier.urnURN:NBN:fi:jyu-202111035489
dc.contributor.laitosInformaatioteknologian tiedekuntafi
dc.contributor.laitosFaculty of Information Technologyen
dc.contributor.oppiaineTietojärjestelmätiedefi
dc.contributor.oppiaineInformation Systems Scienceen
dc.type.urihttp://purl.org/eprint/type/ConferencePaper
dc.relation.isbn978-989-758-533-3
dc.type.coarhttp://purl.org/coar/resource_type/c_5794
dc.description.reviewstatuspeerReviewed
dc.format.pagerange145-152
dc.relation.issn2184-3228
dc.type.versionacceptedVersion
dc.rights.copyright© SCITEPRESS - Science and Technology Publications, 2021
dc.rights.accesslevelopenAccessfi
dc.relation.conferenceInternational joint conference on knowledge discovery, knowledge engineering and knowledge management
dc.subject.ysoyrittäjyys
dc.subject.ysoinnovaatiot
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dc.subject.ysoyritykset
dc.subject.ysohuolestuneisuus
dc.subject.ysohaasteet (ongelmat)
dc.subject.ysoperustaminen
dc.subject.ysoideat
dc.subject.ysostartup-yritykset
dc.subject.ysoyrityksen perustaminen
dc.format.contentfulltext
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dc.rights.urlhttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.relation.doi10.5220/0010661000003064
dc.type.okmA4


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