Technology roadmapping is a well-established method used in strategy development to map alternative future paths, while text mining offers untapped potentials concerning early detection and environmental scanning. In this paper, the roadmapping process is split into different steps in order to analyse which text mining methods could add further value within each. This leads to a two-layered process model, which includes text mining techniques to systematically integrate external information in ongoing roadmapping processes. Textual data can be used for a structured analysis and exploration of thematic fields and an objective, quantitative summary of actual developments. To demonstrate some of the benefits, the field of "cloud computing" is ...
The paper presents a text mining approach to identifying technological trajectories. The main proble...
Data-driven business models arise in different social and industrial sectors, while new sensors and ...
Text mining applies the same analytical functions of data mining to the domain of textual informatio...
Technology roadmapping is a well established method used in strategy development to map alternative ...
Technology monitoring has been a knowledge intensive and time-consuming task for IT managers or doma...
While the volume of data from heterogeneous sources grows considerably, foresight and its methods ra...
The purpose of this paper is to offer a step-by-step Text Mining Analysis Roadmap (TMAR) for service...
As technology progresses, organisations must understand where to direct their value-creating efforts...
Technology roadmapping is a widely accepted method for offering industry foresight as it supports st...
Text mining has been defined as “the discovery by computer of new, previously unknown information, b...
Most research on technology roadmapping has focused on its practical applications and the developmen...
This book aims to identify promising future developmental opportunities and applications for Tech Mi...
In this paper, we present new methods for identifying keywords for foresight topics that utilize the...
This is a poster presented at the 6th World Open Innovation Conference Objectives The study presen...
Abstract. This paper presents how text-mining techniques can be used to analyze an enterprise’s exte...
The paper presents a text mining approach to identifying technological trajectories. The main proble...
Data-driven business models arise in different social and industrial sectors, while new sensors and ...
Text mining applies the same analytical functions of data mining to the domain of textual informatio...
Technology roadmapping is a well established method used in strategy development to map alternative ...
Technology monitoring has been a knowledge intensive and time-consuming task for IT managers or doma...
While the volume of data from heterogeneous sources grows considerably, foresight and its methods ra...
The purpose of this paper is to offer a step-by-step Text Mining Analysis Roadmap (TMAR) for service...
As technology progresses, organisations must understand where to direct their value-creating efforts...
Technology roadmapping is a widely accepted method for offering industry foresight as it supports st...
Text mining has been defined as “the discovery by computer of new, previously unknown information, b...
Most research on technology roadmapping has focused on its practical applications and the developmen...
This book aims to identify promising future developmental opportunities and applications for Tech Mi...
In this paper, we present new methods for identifying keywords for foresight topics that utilize the...
This is a poster presented at the 6th World Open Innovation Conference Objectives The study presen...
Abstract. This paper presents how text-mining techniques can be used to analyze an enterprise’s exte...
The paper presents a text mining approach to identifying technological trajectories. The main proble...
Data-driven business models arise in different social and industrial sectors, while new sensors and ...
Text mining applies the same analytical functions of data mining to the domain of textual informatio...