Inicio  /  Future Internet  /  Vol: 14 Par: 11 (2022)  /  Artículo
ARTÍCULO
TITULO

Generating Indicators of Disruptive Innovation Using Big Data

Roger C. Brackin    
Michael J. Jackson    
Andrew Leyshon    
Jeremy G. Morley and Sarah Jewitt    

Resumen

Technological evolution and its potential impacts are of significant interest to governments, corporate organizations and for academic enquiry; but assessments of technology progression are often highly subjective. This paper prototypes potential objective measures to assess technology progression using internet-based data. These measures may help reduce the subjective nature of such assessments and, in conjunction with other techniques, reduce the uncertainty of technology progression assessment. The paper examines one part of the technology ecosystem, namely, academic research and publications. It uses analytics performed against a large body of academic paper abstracts and metadata published over 20 years to propose and demonstrate candidate indicators of technology progression. Measures prototyped are: (i) overall occurrence of technologies used over time in research, (ii) the fields in which this use was made; (iii) the geographic spread of specific technologies within research and (iv) the clustering of technology research over time. An outcome of the analysis is an ability to assess the measures of technology progression against a set of inputs and a set of commentaries and forecasts made publicly in the subject area over the last 20 years. The potential automated indicators of research are discussed together with other indicators which might help working groups in assessing technology progression using more quantitative methods.

 Artículos similares

       
 
Salvador Garcia-Ayllon    
Globalization and the development of the so-called “collaborative economies” has coincided with an important transformation of mass tourism in the last decades. This phenomenon has been accentuated enormously in many European cities in recent... ver más

 
Agnieszka Barczak     Pág. 17 - 25
Forecasting is one of the measure used in the planning process. It enables effective management of infrastructure and available human resources, including at airports. However, improper prediction of future trends may have economic consequences for the c... ver más

 
Oscar González-Galvez, Miguel Morales, Carla Seefoó, David Morillón and Hugo Valdés    
The purpose of this study has been to conduct an energy diagnosis research of the third level. An energy diagnosis is a tool aimed to seek improvements related to measures of energy efficiency and saving, and environmental conservation as well. These imp... ver más

 
Ming Yang Zhai, Qian Guo Lin, Guo He Huang, Le Zhu, Kai An, Gong Chen Li, Yue Fei Huang     Pág. 1 - 22
Cascade hydropower stations are effective in water resource utilization, regional water allocation, and flood risk management. Under changing climate conditions, water resources would experience complex temporal and spatial changes, which may lead to var... ver más
Revista: Water

 
Luis A. Guzman, Juan P. Bocarejo     Pág. 4491 - 4506
It has always been said that Bogota is one of the densest cities in the world, but what is not said is that density is distributed very differently within the urban area, with different effects on the population. This may create differences in location a... ver más