Arho Suominen

20132019
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Research Output 2013 2019

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Conference article in proceedings
2018

Are software start-ups different? An empirical study on performance of Finnish software companies

Suominen, A., Hyrynsalmi, S., Aarikka-Stenroos, L. & Seppänen, M., 2 Feb 2018, 2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC). Mendonca, J. P., Jardim-Goncalves, R., Martins, J., Zarli, A., Marques, M. & Pallot, M. (eds.). Institute of Electrical and Electronic Engineers IEEE, p. 991-996

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Industry
Particle accelerators
Scalability
Profitability

Toward Wold Classa Platforms: Competences of Digi-Driven Startups

Still, K., Seppänen, M., Suominen, A., Valkokari, K., Sorri, K. & Kumpulainen, M., 18 Jun 2018, ISPIM Innovation Conference 2018: Innovation, The Name of the Game: Stockholm, Sweden 17-20 June 2018. Bitran, I., Conn, S., Huizingh, E., Kokshagina, O., Torkkeli, M. & Tynnhammar, M. (eds.). International Society for Professional Innovation Management ISPIM, (LUT Scientific and Expertise Publications: Research Reports; No. 78).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

digitalization
hiring
planning
learning
literature
2017
1 Citation (Scopus)

A topic model analysis of science and technology linkages: A case study in pharmaceutical industry

Ranaei, S., Suominen, A. & Dedehayir, O., 31 Jul 2017, 2017 IEEE Technology & Engineering Management Conference (TEMSCON). Institute of Electrical and Electronic Engineers IEEE, p. 49-54 6 p. 7998353

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Drug products
Clustering algorithms
Learning algorithms
Learning systems
Industry
5 Citations (Scopus)

Business Model Innovation of Startups Developing Multisided Digital Platforms

Still, K., Seppänen, M., Korhonen, H., Valkokari, K., Suominen, A. & Kumpulainen, M., 17 Aug 2017, 2017 IEEE 19th Conference on Business Informatics (CBI). Manolopoulos, Y., Zaki, M., Diaz, D. & Theodoulidis, B. (eds.). Institute of Electrical and Electronic Engineers IEEE, Vol. 2. p. 70-75 6 p. 8012942

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Business Model
Innovation
Industry
Business model innovation
Start-ups

Explore the dynamics of an emerging technology through research networks: The case study of Triboelectric Nanogenerator

Peng, H. & Suominen, A., 29 Nov 2017, PICMET 2017 - Portland International Conference on Management of Engineering and Technology: Technology Management for the Interconnected World, Proceedings. Institute of Electrical and Electronic Engineers IEEE, Vol. 2017-January. p. 1-8 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

funding
indicator research
community
energy technology
research interest
1 Citation (Scopus)

Exploring the fundamental conceptual units of technical emergence

Suominen, A. & Newman, N. C., 29 Nov 2017, PICMET 2017 - Portland International Conference on Management of Engineering and Technology: Technology Management for the Interconnected World, Proceedings. Institute of Electrical and Electronic Engineers IEEE, Vol. 2017-January. p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Space research
community
persistence
new technology
uncertainty

Knitting Company Performance and Board Interlocks: An Exploration with the Finnish Software Industry

Hyrysalmi, S., Suominen, A., Ruohonen, J., Seppänen, M. & Järvi, A., 1 Jan 2017, Software Business - 8th International Conference, ICSOB 2017, Proceedings: ICSOB 2017. Werder, K., Ojala, A. & Holmstrom Olsson, H. (eds.). Springer, p. 67-81 15 p. (Lecture Notes in Business Information Processing, Vol. 304).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Industry
Software
Quantitative Analysis
Economics
Interlock

Topic modelling approach to knowledge depth and breadth: Analyzing trajectories of technological knowledge

Suominen, A., 31 Jul 2017, 2017 IEEE Technology and Engineering Management Society Conference, TEMSCON 2017. Institute of Electrical and Electronic Engineers IEEE, p. 55-60 6 p. 7998354

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Trajectories
Industry
Unsupervised learning
Technological knowledge
Trajectory
1 Citation (Scopus)

Using machine learning approaches to identify emergence: Case of vehicle related patent data

Ranaei, S. & Suominen, A., 29 Nov 2017, PICMET 2017 - Portland International Conference on Management of Engineering and Technology: Technology Management for the Interconnected World, Proceedings. Institute of Electrical and Electronic Engineers IEEE, Vol. 2017-January. p. 1-8 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

patent
Learning systems
learning
learning method
Medical applications
2016
7 Citations (Scopus)

Ecosystems Here, There, and Everywhere: A Barometrical Analysis of the Roots of 'Software Ecosystem'

Suominen, A., Hyrynsalmi, S. & Seppänen, M., 7 Jun 2016, Software Business. Springer, p. 32-46 (Lecture Notes in Business Information Processing, Vol. 240).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

software
ecosystem
analysis
innovation
methodology

Innovation Systems and Ecosystems: A Review and Synthesis

Suominen, A., Seppänen, M. & Dedehayir, O., 2016, 2016 XXVII ISPIM Innovation Conference. International Society for Professional Innovation Management ISPIM, 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

innovation
ecosystem
terminology
ecosystem approach
3 Citations (Scopus)

Insights from social network analysis - Case board interlocks in finnish game industry

Suominen, A., Rilla, N., Oksanen, J. & Still, K., 10 Mar 2016, System Sciences (HICSS), 2016 49th Hawaii International Conference on . Institute of Electrical and Electronic Engineers IEEE, p. 4515-4524

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Industry
Social network analysis
Interlock
Centrality
Resources
2015

Unsupervised learning based patent landscapes using full-text patent data

Suominen, A. & Toivanen, H., 24 Sep 2015, Management of Engineering and Technology (PICMET), 2015 Portland International Conference on. Institute of Electrical and Electronic Engineers IEEE, p. 2195-2203

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Patent data
Technological knowledge
Unsupervised learning
Managers
Patents
17 Citations (Scopus)

Wealthy, Healthy and/or Happy: What does ‘Ecosystem Health’ Stand for ?

Hyrynsalmi, S., Seppänen, M., Nokkala, T., Suominen, A. & Järvi, A., 2015, Software Business: ICSOB 2015. Springer, p. 272-287 (Lecture Notes in Business Information Processing, Vol. 210).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Ecosystems
Health
Terminology
Industry
2014
9 Citations (Scopus)

Forecasting emerging technologies of low emission vehicle

Ranaei, S., Karvonen, M., Suominen, A. & Kässi, T., 2014, Proceedings of PICMET '14 Conference: Portland International Center for Management of Engineering and Technology; Infrastructure and Service Integration. Institute of Electrical and Electronic Engineers IEEE, p. 2924-2937

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Hydrogen fuels
Fuel cells
Life cycle
Railroad cars
Industry
2013

Are applied science threads more monopolistic?

Carley, S., Suominen, A., Boyack, K. & Porter, A. L., 2013, Proceedings of PICMET 2013: Portland International Conference on Management of Engineering & Technology . Institute of Electrical and Electronic Engineers IEEE, p. 1258-1267

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Thread
Applied research
Market structure
Dyes
Ranking

Challenges in entering application markets among software producers in developing countries

Tuikka, A-M., Hyrynsalmi, S., Kimppa, K. K. & Suominen, A., 2013, Proceedings of the Thirteenth International Conference: The possibilities of Ethical ICT, ETHICOMP 2013. University of Southern Denmark, p. 478-487

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Developing countries
Sales

Precision and recall in classifying scientific literature: Comparing topic modelling to Kernel-based spectral clustering

Suominen, A., Carley, S., Toivanen, H. & Porter, A., 2013, Global TechMining Conference 2013.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsProfessional

Open Access
Processing
Availability

Research collaboration and production of excellence: Finland 1995-2009

Toivanen, H. & Suominen, A., 2013, Proceedings of ISSI 2013 Vienna, Volume II. Gorraiz, J., Schiebel, E., Gumpenberger, C., Hörlesberger, M. & Moed, H. (eds.). Vol. 2. p. 1506-1527

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Finland
development policy
credit