Arho Suominen
Biographic Data
| ID | 5773292 |
|---|---|
| NAME | Arho Suominen |
| GIVEN NAMES | Arho |
| FAMILY NAME | Suominen |
| SIGNATURE | SUOMINEN A |
| AFFILIATIONS | Tampere University |
| ORCID | 0000-0001-9844-7799 |
| VERIFIED | Yes |
| TOTAL WORKS | 8 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 8 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2011 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Collaborative foresight
Collaborative foresight is increasingly recognized as an important tool for anticipating and shaping the future through engagement with diverse stakeholders. While academic interest in the topic has grown, highlighting its significance, the field remains fragmented. Literature on collaborative foresight is characterized by varying definitions, multiple theoretical foundations, and diverse methodological approaches. This study conducts a bibliomet…
Measuring digitalization at scale using web scraped data
Measuring digitalization has been a central topic in academic discourse. While evaluating firms' efforts in increasing digitalization is crucial, quantifying it at scale, presents considerable challenges. This paper uses website information as a source of data to operationalize a measure of digitalization. Drawing on a sample of 60,942 firms, our approach proposes two distinct measures of digitalization: one at the product level and the other at …
Mapping the sustainable development goals (SDGs) in science, technology and innovation
The sustainable development goals (SDGs) are a blueprint for achieving a better and more sustainable future for all by defining priorities and aspirations for 2030. This paper attempts to expand on the United Nations SDGs definition by leveraging the interrelationship between science and technology. We utilize SDG classification of scientific publications to compile a machine learning (ML) model to classify the SDG relevancy in patent documents, …
A quantitative and qualitative approach on the evaluation of technological pathways
The Delphi approach is a central method in technological forecasting. It has been used in thousands of scholarly works and extensively outside academia, often in relatively narrowly scoped case studies. With the notable exception of Japan and a few other countries, broad Delphi studies run in the context of national-level policy planning are seldom seen. This study presents results on implementing the long-running Japanese Science and Technology …
Research themes in big data analytics for policymaking
The use of big data and data analytics are slowly emerging in public policy-making, and there are calls for systematic reviews and research agendas focusing on the impacts that big data and analytics have on policy processes. This paper examines the nascent field of big data and data analytics in public policy by reviewing the literature with bibliometric and qualitative analyses. The study encompassed scientific publications gathered from SCOPUS…
An exploratory perspective to measure the emergence degree for a specific technology based on the philosophy of swarm intelligence
‘Gold’, ‘Ribbon’ or ‘Puzzle’
This paper employs the motivational trichotomy of financial rewards, reputational rewards, and intrinsic satisfaction (gold, ribbon, and puzzle) to analyze the role of motivation in the context of research and technology organizations. This research is based on a case study that used an online questionnaire survey of 421 scientists from a large multi-technology Research and Technology Organization. The paper draws from previous work on scientists…
Analyzing prospects of portable fuel cells with an expert opinion study
No prominent works on this page.
Analyzing prospects of portable fuel cells with an expert opinion study
Research themes in big data analytics for policymaking
The use of big data and data analytics are slowly emerging in public policy-making, and there are calls for systematic reviews and research agendas focusing on the impacts that big data and analytics have on policy processes. This paper examines the nascent field of big data and data analytics in public policy by reviewing the literature with bibliometric and qualitative analyses. The study encompassed scientific publications gathered from SCOPUS…
An exploratory perspective to measure the emergence degree for a specific technology based on the philosophy of swarm intelligence
‘Gold’, ‘Ribbon’ or ‘Puzzle’
This paper employs the motivational trichotomy of financial rewards, reputational rewards, and intrinsic satisfaction (gold, ribbon, and puzzle) to analyze the role of motivation in the context of research and technology organizations. This research is based on a case study that used an online questionnaire survey of 421 scientists from a large multi-technology Research and Technology Organization. The paper draws from previous work on scientists…
Mapping the sustainable development goals (SDGs) in science, technology and innovation
The sustainable development goals (SDGs) are a blueprint for achieving a better and more sustainable future for all by defining priorities and aspirations for 2030. This paper attempts to expand on the United Nations SDGs definition by leveraging the interrelationship between science and technology. We utilize SDG classification of scientific publications to compile a machine learning (ML) model to classify the SDG relevancy in patent documents, …
A quantitative and qualitative approach on the evaluation of technological pathways
The Delphi approach is a central method in technological forecasting. It has been used in thousands of scholarly works and extensively outside academia, often in relatively narrowly scoped case studies. With the notable exception of Japan and a few other countries, broad Delphi studies run in the context of national-level policy planning are seldom seen. This study presents results on implementing the long-running Japanese Science and Technology …
Measuring digitalization at scale using web scraped data
Measuring digitalization has been a central topic in academic discourse. While evaluating firms' efforts in increasing digitalization is crucial, quantifying it at scale, presents considerable challenges. This paper uses website information as a source of data to operationalize a measure of digitalization. Drawing on a sample of 60,942 firms, our approach proposes two distinct measures of digitalization: one at the product level and the other at …
Collaborative foresight
Collaborative foresight is increasingly recognized as an important tool for anticipating and shaping the future through engagement with diverse stakeholders. While academic interest in the topic has grown, highlighting its significance, the field remains fragmented. Literature on collaborative foresight is characterized by varying definitions, multiple theoretical foundations, and diverse methodological approaches. This study conducts a bibliomet…
Computer Science (7 works) · Data science (4 works) · Engineering (4 works) · Political science (4 works) · Knowledge management (3 works) · Artificial Intelligence (2 works) · Artificial Intelligence (2 works) · Business (2 works) · Data mining (2 works) · Delphi (2 works)