Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Master of Science (Technology), Industrial Management
Award Date: 4 Sept 2013
Other or Unknown Education in Technology, Lower-Degree Level Tertiary Education
Award Date: 6 Feb 2013
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Dive into the research topics where Johanna Kirjavainen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Advancing Reproducibility and Accountability of Unsupervised Machine Learning in Text Mining: Importance of Transparency in Reporting Preprocessing and Algorithm Selection
Valtonen, L., Mäkinen, S. J. & Kirjavainen, J., Jan 2024, In: ORGANIZATIONAL RESEARCH METHODS. 27, 1, p. 88-113Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile16 Citations (Scopus)15 Downloads (Pure) -
Dialectic tensions driving niche creation – A case study of a local energy system
Valta, J., Mäkinen, S. J. & Kirjavainen, J., Mar 2022, In: Environmental Innovation and Societal Transitions. 42, p. 99-111 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile8 Citations (Scopus)19 Downloads (Pure) -
Early entrants attract better customer evaluations: evidence from the digital camera industry
Kirjavainen, J., Mäkinen, S. & Dedehayir, O., 2022, In: European Journal of Innovation Management. 25, 1, p. 95-112 18 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)82 Downloads (Pure) -
Process benefits of virtual co-creation: A case study
Manu, M., Kirjavainen, J. & Mäkinen, S., 2021, 2021 IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2021 - Proceedings. IEEE, 9570238. (International ICE Conference on Engineering, Technology and Innovation).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Prosumer Centric Energy Communities towards Energy Ecosystem (ProCemPlus): Loppuraportti
Järventausta, P., Repo, S., Hilden, A., Koskela, J., Peltonen, L., Lummi, K., Supponen, A., Jafary, P., Attar, M., Tanjimuddin, M., Pusa, J., Systä, K., Kannisto, P., Hylli, O., Heikkilä, V., Vilkko, M., Björkqvist, T., Suominen, O., Mörsky, V. & Mäkinen, S. & 14 others, , 2021, Tampereen yliopisto. 80 p.Research output: Book/Report › Commissioned report
Open Access
Datasets
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Advancing Reproducibility and Accountability of Unsupervised Machine Learning in Text Mining: Importance of Transparency in Reporting Preprocessing and Algorithm Selection
Valtonen, L. (Creator), Mäkinen, S. J. (Creator) & Kirjavainen, J. (Creator), figshare, 22 Sept 2022
DOI: 10.25384/sage.c.6210670.v1
Dataset
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Disadvantaged Early Entrants? Entry Order Effects on Product Performance
Kirjavainen, J. (Speaker) & Mäkinen, S. (Contributor)
28 Jun 2018Activity: Talk or presentation › Conference presentation
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European Academy of Management Conference (Event)
Kirjavainen, J. (Reviewer)
16 Feb 2018Activity: Publication peer-review and editorial work › Reviewer of Conference Article
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Domains of Technology-Based Competition
Kirjavainen, J. (Speaker)
2014Activity: Talk or presentation › Conference presentation