A review of data analytics in technological forecasting

C Lee - Technological Forecasting and Social Change, 2021 - Elsevier
Technological forecasting (TF) has significantly benefited from data analytics over the past
decades. However, little effort has been made to present an overview of data analytics in TF …

Evaluation of the maturity level of biomass electricity generation technologies using the technology readiness level criteria

FB Dovichi Filho, YC Santiago, EES Lora… - Journal of Cleaner …, 2021 - Elsevier
This article assesses the level of maturity of current biomass power generation technologies,
by using metrics of technology readiness levels. A questionnaire was developed and sent to …

The application of text mining methods in innovation research: current state, evolution patterns, and development priorities

D Antons, E Grünwald, P Cichy, TO Salge - R&D Management, 2020 - Wiley Online Library
Unstructured data in the form of digitized text is rapidly increasing in volume, accessibility,
and relevance for research on innovation and beyond. While traditional attempts to analyze …

[PDF][PDF] Understanding the Generation Z Behavior on D-Learning: A Unified Theory of Acceptance and Use of Technology (UTAUT) Approach.

SF Persada, BA Miraja, R Nadlifatin - International Journal of …, 2019 - researchgate.net
The present research explores how the young people maximize their potential in learning
based on their generation. The Generation Z is considered as the generation that is still in …

Technology readiness levels: Shortcomings and improvement opportunities

AL Olechowski, SD Eppinger, N Joglekar… - Systems …, 2020 - Wiley Online Library
The technology readiness level (TRL) scale was developed at the National Aeronautics and
Space Administration (NASA) in the 1970s as a standardized technology maturity …

Extending the knowledge base of foresight: The contribution of text mining

V Kayser, K Blind - Technological Forecasting and Social Change, 2017 - Elsevier
While the volume of data from heterogeneous sources grows considerably, foresight and its
methods rarely benefit from such available data. This work concentrates on textual data and …

Identification and monitoring of possible disruptive technologies by patent-development paths and topic modeling

A Momeni, K Rost - Technological Forecasting and Social Change, 2016 - Elsevier
Understanding current technological changes is the basis for better forecasting of
technological changes. Because technology is path dependent, monitoring past and current …

Stochastic technology life cycle analysis using multiple patent indicators

C Lee, J Kim, O Kwon, HG Woo - Technological Forecasting and Social …, 2016 - Elsevier
Technology life cycle analysis plays a crucial role in setting up investment-related strategies.
The dominant approach to technology life cycle analysis utilizes curve fitting techniques to …

Beyond the hype: robotic process automation's public perception over time

I Kregel, J Koch, R Plattfaut - Journal of organizational computing …, 2021 - Taylor & Francis
The perception of emerging technologies such as Robotic Process Automation (RPA) goes
through the phases of emergence, growth, and maturity. In the emergence phase, potential …

A review of technological forecasting from the perspective of complex systems

L Feng, Q Wang, J Wang, KY Lin - Entropy, 2022 - mdpi.com
Technology forecasting (TF) is an important way to address technological innovation in fast-
changing market environments and enhance the competitiveness of organizations in …