Arho Suominen

  • Phone+358505050354
20102020

Research output per year

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Research Output

Article

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)

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)

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 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

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)

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)

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)

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)

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)

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)

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
4 Citations (Scopus)

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

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

Perceived after sales service quality: Communication within the service chain

Mwegerano, A., Kankaaranta, J., Hämeenoja, O. & Suominen, A., Dec 2012, In : Quality Technology and Quantitative Management. 9, 4, p. 407-419 13 p.

Research output: Contribution to journalArticleScientificpeer-review

2 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

14 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

19 Citations (Scopus)

The correlation between the interference colour and growth procedure of anodic titanium dioxide nanotube arrays

Moon, J., Kemell, M., Park, B., Suominen, A., Mäkilä, E., Punkkinen, R., Hedman, H. P., Kim, H., Lassila, L. V. & Tuominen, A., 1 Feb 2014, In : Coloration Technology. 130, 1, p. 1-7 7 p.

Research output: Contribution to journalArticleScientificpeer-review

4 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

2 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
6 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

25 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

8 Citations (Scopus)
Article in a proceedings journal

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)

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)

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)

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 journalArticle in a proceedings journalScientificpeer-review

Open Access
3 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 journalArticle in a proceedings journalScientificpeer-review

Open Access
3 Citations (Scopus)
Chapter or book article

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

Mobile Application Ecosystems: An Analysis of Android Ecosystem

Hyrynsalmi, S., Suominen, A., Mäkilä, T. & Knuutila, T., 2016, Encyclopedia of E-Commerce Development, Implementation, and Management. IGI Global, p. 1418-1434

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

Conference Abstract

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

Suominen, A., 2017.

Research output: Contribution to conferenceConference AbstractScientific

The role of developer multi-homing and keystone developers in mobile ecosystem competition

Hyrynsalmi, S., Suominen, A. & Mäntymäki, M., 2015.

Research output: Contribution to conferenceConference AbstractScientific

Unsupervised learning based linkages between patents and scholarly publications

Suominen, A. & Toivanen, H., 2017.

Research output: Contribution to conferenceConference AbstractScientific

Conference abstract in proceedings

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)
Conference article

Differentation within mobile ecosystems - The unspecialized marketplaces

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

Research output: Contribution to conferenceConference articleScientificpeer-review

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

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

Research output: Contribution to conferenceConference articleScientific

Map of science based on unsupervised learning

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

Research output: Contribution to conferenceConference articleScientific

Map of technology: Topic modelling full-text patent data

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

Research output: Contribution to conferenceConference articleScientific

16 Citations (Scopus)

The relevance of customer reviews in the mobile application marketplaces

Hyrynsalmi, S., Suominen, A., Seppänen, M. & Mäkilä, T., 2013. 12 p.

Research output: Contribution to conferenceConference articleScientificpeer-review

Conference article in proceedings

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 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)

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)

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