Arho Suominen

20132019
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Research Output 2013 2019

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Article
2019
1 Citation (Scopus)

Examining the dynamics of an emerging research network using the case of triboelectric nanogenerators

Suominen, A., Peng, H. & Ranaei, S., 1 Sep 2019, In : Technological Forecasting and Social Change. 146, p. 820-830 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Research
Technology
Publications
Research Personnel
Research networks
2018
15 Citations (Scopus)

Insights into relationships between disruptive technology/innovation and emerging technology: A bibliometric perspective

Li, M., Porter, A. L. & Suominen, A., 2018, In : Technological Forecasting and Social Change. 129, p. 285-296 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Bibliometrics
Innovation
Technology
Research
Fertilization
2017
15 Citations (Scopus)

Firms' knowledge profiles: Mapping patent data with unsupervised learning

Suominen, A., Toivanen, H. & Seppänen, M., 1 Feb 2017, In : Technological Forecasting and Social Change. 115, p. 131-142 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Unsupervised learning
Industry
Learning
Telecommunications
Learning systems

Pathways to a drug: A mixed methods analysis of emergence

Suominen, A. & Dedehayir, O., 1 Dec 2017, In : International Journal of Innovation Management. 21, 8, 12 p., 1740011.

Research output: Contribution to journalArticleScientificpeer-review

Ecosystems
Data mining
Pathway
Ecosystem
Mixed methods

Pathways to a drug: A mixed methods analysis of emergence

Suominen, A. & Dedehayir, O., 1 Dec 2017, In : International Journal of Innovation Management. 21, 8, 1740011.

Research output: Contribution to journalArticleScientificpeer-review

Ecosystems
Data mining
Pathway
Ecosystem
Mixed methods
2 Citations (Scopus)

Software Start-up failure An exploratory study on the impact of investment

Suominen, A., Hyrynsalmi, S., Seppänen, M., Still, K. & Aarikka-Stenroos, L., 1 Jan 2017, In : CEUR Workshop Proceedings. 2053, p. 55-64 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Industry
Shareholders
2016
13 Citations (Scopus)

A bibliometric analysis of the development of next generation active nanotechnologies

Suominen, A., Li, Y., Youtie, J. & Shapira, P., 2016, In : Journal of Nanoparticle Research. 18, 9, 18 p., 270.

Research output: Contribution to journalArticleScientificpeer-review

Bibliometrics
Nanotechnology
nanotechnology
patents
Governance
34 Citations (Scopus)

Map of science with topic modeling: Comparison of unsupervised learning and human-assigned subject classification

Suominen, A. & Toivanen, H., 2016, In : Journal of the Association for Information Science and Technology. 67, 10, p. 2464-2476

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Unsupervised learning
science
knowledge
learning
cartography
3 Citations (Scopus)

Multi-homing in ecosystems and firm performance: Does it improve software companies' ROA?

Hyrynsalmi, S., Suominen, A., Jansen, S. & Yrjönkoski, K., 2016, In : CEUR Workshop Proceedings. 1808, p. 56-69

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Ecosystems
Industry
Joining
Marketing
2 Citations (Scopus)

Patent-based technology forecasting: case of electric and hydrogen vehicle

Ranaei, S., Karvonen, M., Suominen, A. & Kässi, T., 2016, In : International Journal of Energy Technology and Policy. 12, 1, p. 20-40

Research output: Contribution to journalArticleScientificpeer-review

Open Access
patent
hydrogen
Automotive industry
automotive industry
Hydrogen
19 Citations (Scopus)

The influence of developer multi-homing on competition between software ecosystems

Hyrynsalmi, S., Suominen, A. & Mäntymäki, M., 2016, In : Journal of Systems and Software. 111, p. 119-127

Research output: Contribution to journalArticleScientificpeer-review

Ecosystems
Risk management
2015
8 Citations (Scopus)

Busting myths of electronic word of mouth: The relationship between customer ratings and the sales of mobile applications

Hyrynsalmi, S., Seppänen, M., Aarikka-Stenroos, L., Suominen, A., Järveläinen, J. & Harkke, V., 2015, In : Journal of Theoretical and Applied Electronic Commerce Research. 10, 2, p. 1-18

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Sales
Personnel rating
Ecosystems
Decision making
Mobile applications
2 Citations (Scopus)

Epistemic integration of the European Research Area: The shifting geography of the knowledge base of Finnish research, 1995-2010

Toivanen, H. & Suominen, A., 2015, In : Science and Public Policy. 42, 4, p. 549-566

Research output: Contribution to journalArticleScientificpeer-review

geography
research policy
conceptual framework
fragmentation
6 Citations (Scopus)

The global inventor gap: Distribution and equality of world-wide inventive effort, 1990-2010

Toivanen, H. & Suominen, A., 2015, In : PLoS ONE. 10, 4, e0122098.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Inventors
Patents and inventions
Accidental Falls
Population
Patents
2014
5 Citations (Scopus)

Bibliometric data and actual development in technology life cycles: Flaws in assumptions

Suominen, A. & Seppänen, M., 2014, In : Foresight. 16, 1, p. 37-53

Research output: Contribution to journalArticleScientificpeer-review

Extrapolation
Life cycle
Defects
Flash memory
Light emitting diodes

Bibliometrinen tutkimustieto ja tiedepolitiikka

Toivanen, H. & Suominen, A., 2014, In : Tieteessä tapahtuu. 32, 2, p. 21-26 6 p.

Research output: Contribution to journalArticleGeneral public

Open Access
66 Citations (Scopus)

Clustering scientific documents with topic modeling

Yau, C-K., Porter, A., Newman, N. & Suominen, A., 2014, In : Scientometrics. 100, 3, p. 767-786

Research output: Contribution to journalArticleScientificpeer-review

Learning systems
text analysis
learning
Statistical Models
13 Citations (Scopus)

Phases of growth in a green tech research network: a bibliometric evaluation of fuel cell technology from 1991 to 2010

Suominen, A., 2014, In : Scientometrics. 100, 1, p. 51-72 22 p.

Research output: Contribution to journalArticleScientificpeer-review

Fuel cells
evaluation
science
European cooperation
Operations research
17 Citations (Scopus)

Sources of value in application ecosystems

Hyrynsalmi, S., Seppänen, M. & Suominen, A., 2014, In : Journal of Systems and Software. 96, p. 61-72 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Ecosystems
Visualization
Testing
Industry
2 Citations (Scopus)

The emerging application ecosystems: An introductory analysis of android ecosystem

Hyrynsalmi, S., Suominen, A., Mäkilä, T. & Knuutila, T., 2014, In : International Journal of e-Business Research. 10, 2, p. 61-81 20 p.

Research output: Contribution to journalArticleScientificpeer-review

Ecosystems
Application programs
Industry
Sales
Ecosystem
2013
7 Citations (Scopus)

Analysis of technological progression by quantitative measures: A comparison of two technologies

Suominen, A., 2013, In : Technology Analysis and Strategic Management. 25, 6, p. 687-706 19 p.

Research output: Contribution to journalArticleScientificpeer-review

Progression
Monitoring
Maturity
Technological development
Research organization
7 Citations (Scopus)

Young mobile users: Radical and individual - not

Suominen, A., Hyrynsalmi, S. & Knuutila, T., 2013, In : Telematics and Informatics. 31, 2, p. 266-281 15 p.

Research output: Contribution to journalArticleScientificpeer-review

Students
Telecommunication industry
Mobile phones
Mobile devices