Research output per year
Research output per year
Personal profile
Description of research and teaching
Specialist in environmental policy research, especially energy policy, and the use of novel methodologies in social science, including social network analysis, machine learning, statistical modelling of text data, combinations of qualitative and quantitative approaches. Docent in Methodology of Social Sciences, University of Tampere.
Fields of Science
- 5142 Social policy
- Environmental Policy
- Network Analysis
- Machine Learning
- Natural Language Processing
- social policy
International and National Collaboration
Publications and projects within past five years.
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Aihemallinnuksen ja klusterianalyysin yhdistäminen aineiston esikäsittelyn ja mallinnuksen valintojen tutkimiseksi
Translated title of the contribution :Combining topic modeling and cluster analysis to analyze data preprocessing and modelling choices Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Miten datafikaatio haastaa organisaatiot?
Toikka, A., 2021, In: Sosiologia. 58, 2Research output: Contribution to journal › Literature review (scientific)
Open AccessFile -
The limits of collaborative governance: The role of inter-group learning and trust in the case of the Estonian “Forest War”
Vihma, P. & Toikka, A., Sep 2021, In: Environmental Policy and Governance. 31, 5, p. 403-416 14 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Energetic voices on social media? Strategic Niche Management and Finnish Facebook debate on biogas and heat pumps
Rantala, S., Toikka, A., Pulkka, A. E. & Jari, L., Apr 2020, In: Energy Research & Social Science. 62, 10 p., 101362.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
A Big Data View of the European Energy Union: Shifting from 'a Floating Signifier' to an Active Driver of Decarbonisation?
Isoaho, K. L. H., Moilanen, F. S. & Toikka, A. I., 2019, In: Politics and Governance. 7, 1, p. 28-44 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
Projects
- 1 Finished
Prizes
Activities
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Uncovering multi-level governance and policy idea transfer in energy policy using topic modelling on large policy corpuses
Arho Toikka (Speaker)
1 Sep 2017Activity: Talk or presentation types › Oral presentation
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Ecological Economics (Journal)
Arho Toikka (Reviewer)
2017 → …Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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Uncovering multi-level governance and policy idea transfer in energy policy using topic modelling on large policy corpuses.
Arho Toikka (Speaker)
26 Jun 2016 → 1 Jul 2016Activity: Talk or presentation types › Oral presentation
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Uncovering multi-level governance and policy idea transfer in energy policy using topic modelling on large policy corpuses.
Arho Toikka (Speaker)
10 Jul 2016 → 14 Jul 2016Activity: Talk or presentation types › Oral presentation
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Ostrom Workshop in Political Theory and Policy Analysis, Indiana University Bloomington
Arho Toikka (Visiting researcher)
Aug 2014 → May 2015Activity: Visiting an external institution types › Academic visit to other institution