Arho Suominen

  • Phone+358505050354
20102020

Research output per year

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Research Output

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

13 Citations (Scopus)

A bibliometric review on innovation systems and ecosystems: a research agenda

Suominen, A., Seppänen, M. & Dedehayir, O., 4 Mar 2019, In : European Journal of Innovation Management. 22, 2, p. 335-360

Research output: Contribution to journalReview ArticleScientificpeer-review

6 Citations (Scopus)

Alustatalous on vuorovaikutustaloutta

Still, K., Seppänen, M., Seppälä, T., Suominen, A., Valkokari, K. & Korhonen, H., 15 Sep 2017, 6 p. (ETLA Muistio - Brief).

Research output: Book/ReportReport

Open Access

Alustat ja ekosysteemit - 10 keskeistä näkökulmaa

Valkokari, K. (ed.), Still, K. (ed.), Aminoff, A., Apilo, T., Auvinen, H., Koivisto, R., Korhonen, H., Palomäki, K. & Suominen, A., 3 Mar 2020, VTT Technical Research Centre of Finland. 24 p. (VTT White Paper).

Research output: Book/ReportReport

Open Access
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161 Downloads (Pure)

A mixed quantitative-qualitative FTA approach for analysing emerging technologies

Leinonen, A., Suominen, A., Ahlqvist, T. & Toivanen, H., 2014.

Research output: Contribution to conferenceConference PosterScientific

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

9 Citations (Scopus)

Analyzing prospects of portable fuel cells with an expert opinion study

Suominen, A., Tuominen, A. & Kantola, J., 1 Jun 2011, In : Futures. 43, 5, p. 513-524 12 p.

Research output: Contribution to journalArticleScientificpeer-review

7 Citations (Scopus)

A new structure of a passive direct methanol fuel cell

Zheng, W., Suominen, A., Kankaanranta, J. & Tuominen, A., 9 Jul 2012, In : Chemical Engineering Science. 76, p. 188-191 4 p.

Research output: Contribution to journalArticleScientificpeer-review

9 Citations (Scopus)

Application of text-analytics in quantitative study of science and technology

Ranaei, S., Suominen, A., Porter, A. & Kässi, T., 2019, Springer Handbook of Science and Technology Indicators. Glänzel, W., Moed, H. F., Schmoch, U. & Thelwall, M. (eds.). Springer, p. 957-982 (Springer Handbooks).

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleScientificpeer-review

App store, marketplace, play! an analysis of multi-homing in mobile software ecosystems

Hyrynsalmi, S., Mäkilä, T., Järvi, A., Suominen, A., Seppänen, M. & Knuutila, T., 1 Dec 2012, In : CEUR Workshop Proceedings. 879, p. 59-72 14 p.

Research output: Contribution to journalArticle in a proceedings journalScientificpeer-review

Open Access
25 Citations (Scopus)

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 . IEEE Institute of Electrical and Electronic Engineers, p. 1258-1267

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

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.). IEEE Institute of Electrical and Electronic Engineers, p. 991-996

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

A study of monitoring hydrogen using mesoporous TiO2 synthesized by anodization

Moon, J., Hedman, H. P., Kemell, M., Suominen, A., Mäkilä, E., Kim, H., Tuominen, A. & Punkkinen, R., 2013, In : Sensors and Actuators, B: Chemical. 189, p. 246-250 5 p.

Research output: Contribution to journalArticleScientificpeer-review

9 Citations (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). IEEE Institute of Electrical and Electronic Engineers, p. 49-54 6 p. 7998353

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

1 Citation (Scopus)

A two-dimensional model for CO 2/fuel multiphase flow on the anode side of a DMFC

Zheng, W., Suominen, A., Lagercrantz, H. & Tuominen, A., 3 Jan 2012, In : Journal of Fuel Cell Science and Technology. 9, 1, 011009.

Research output: Contribution to journalArticleScientificpeer-review

2 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

8 Citations (Scopus)

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

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.). IEEE Institute of Electrical and Electronic Engineers, Vol. 2. p. 70-75 6 p. 8012942

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

7 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
10 Citations (Scopus)

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

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

76 Citations (Scopus)

Differentation within mobile ecosystems - The unspecialized marketplaces

Hyrynsalmi, S., Suominen, A. & Seppänen, M., 2013. 17 p.

Research output: Contribution to conferenceConference articleScientificpeer-review

Discussion on the challenges of DMFC catalyst loading process for mass production

Zheng, W., Suominen, A. & Tuominen, A., 1 Jan 2012, In : Energy Procedia. 28, p. 78-87 10 p.

Research output: Contribution to journalArticle in a proceedings journalScientificpeer-review

Open Access
15 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

8 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

2 Citations (Scopus)

Evaluating technological emergence using text analytics: Two case technologies and three approaches

Ranaei, S., Suominen, A., Porter, A. & Carley, S., 1 Jan 2020, In : Scientometrics. 122, 1, p. 215-247 33 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

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

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

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. IEEE Institute of Electrical and Electronic Engineers, Vol. 2017-January. p. 1-8 8 p.

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

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. IEEE Institute of Electrical and Electronic Engineers, Vol. 2017-January. p. 1-5 5 p.

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

1 Citation (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
20 Citations (Scopus)

Forecasting a change in technology: Are Dye-sensitised Solar Cells a source of ubiquitous energy?

Moon, J., Tuominen, A. & Suominen, A., 1 May 2012, In : International Journal of Technology, Policy and Management. 12, 2-3, p. 177-194 18 p.

Research output: Contribution to journalReview ArticleScientificpeer-review

3 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. IEEE Institute of Electrical and Electronic Engineers, p. 2924-2937

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

9 Citations (Scopus)

Funding thin air: Research collaboration and geography of excellence and productivity in Finnish research 1995-2009

Suominen, A. & Toivanen, H., 2013.

Research output: Contribution to conferenceOther conference contributionScientific

Garbage in, garbage out: Impact of sequence matching based text cleaning and phrase identification on unsupervised text mining

Suominen, A. & Toivanen, H., 2014, Proceedings of the 4th Global TechMining Conference. 2 p.

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

61 Citations (Scopus)

Gas sensor using anodic Tio2 thin film for monitoring hydrogen

Moon, J., Kemell, M., Kukkola, J., Punkkinen, R., Hedman, H. P., Suominen, A., Mäkilä, E., Tenho, M., Tuominen, A. & Kim, H., 1 Jan 2012, In : Procedia Engineering. 47, p. 791-794 4 p.

Research output: Contribution to journalArticle in a proceedings journalScientificpeer-review

Open Access
14 Citations (Scopus)

Human assigned vs. machine created: Links between patents and scholarly publications

Suominen, A., 2017.

Research output: Contribution to conferenceConference AbstractScientific

Hydrogen sensing performance of TiO2 nanotubes at room temperature

Moon, J. Y., Tuokko, I., Suominen, A., Tuominen, A., Oh, D. S., Park, B. K. & Kim, H., 1 Dec 2010, BEC 2010 - 2010 12th Biennial Baltic Electronics Conference, Proceedings of the 12th Biennial Baltic Electronics Conference. p. 73-76 4 p. 5631500

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

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

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 . IEEE Institute of Electrical and Electronic Engineers, p. 4515-4524

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

4 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

25 Citations (Scopus)

Interference colors of TiO2 nanotube arrays grown by anodic oxidation

Moon, J. Y., Kemell, M., Punkkinen, R., Hedman, H. P., Park, B., Suominen, A., Heikkilä, L., Kim, H. & Tuominen, A., 1 Jan 2014, In : Advanced Materials Research. 875-877, p. 370-374 5 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
2 Citations (Scopus)

International AI experts: Towards the third wave of artificial intelligence

Kaski, S., Ailisto, H. & Suominen, A., 19 Jun 2019, Leading the way into the age of artificial intelligence : Final report of Finland’s Artificial Intelligence Programme 2019. Ministry of Economic Affairs and Employment, p. 28-42 (Publications of the Ministry of Employment and the Economy; No. 41, Vol. 2019).

Research output: Chapter in Book/Report/Conference proceedingOther book partProfessional

Open Access

Kansainväliset tekoälyn asiantuntijat: Kohti tekoälyn kolmatta aaltoa

Kaski, S., Ailisto, H. & Suominen, A., 14 Mar 2019, Edelläkävijänä tekoälyaikaan: Tekoälyohjelman loppuraportti . p. 28-42 (Työ- ja elinkeinoministeriön julkaisuja; No. 23).

Research output: Chapter in Book/Report/Conference proceedingOther book partProfessional

Open Access

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

Knowledge domains of global ICT companies: Topic modeling of patent data

Suominen, A. & Toivanen, H., 2013.

Research output: Contribution to conferenceConference articleScientific

Kyberosaaminen Suomessa: Nykytila ja tiekartta tulevaisuuteen

Translated title of the contribution: Cyber security competencies in Finland: Current state and roadmap for the futurePelkonen, A., Ahlqvist, T., Leinonen, A., Nieminen, M., Salonen, J., Savola, R., Savolainen, P., Suominen, A., Toivanen, H., Kyheröinen, J. & Remes, J., 2016, 90 p. (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja, Vol. 9/2015).

Research output: Book/ReportReport

Making the invisible visible: Towards strategic measures of research and technology organisations (RTOs)

Hyytinen, K., Kallio, K., Kuusisto, O. & Suominen, A., 5 Nov 2018.

Research output: Contribution to conferenceConference PosterProfessional

Open Access

Map of science based on unsupervised learning

Suominen, A. & Toivanen, H., 2015.

Research output: Contribution to conferenceConference articleScientific

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
44 Citations (Scopus)