A Topic Modelling Analysis of Living Labs Research
This study applies topic modelling analysis on a corpus of 86 publications in the Technology Innovation Management Review (TIM Review) to understand how the phenomenon of living labs has been approached in the recent innovation management literature. Although the analysis is performed on a corpus co...
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doaj-dcb93e46865a4d11a937ccdbefc011af2020-11-24T23:18:44ZengCarleton UniversityTechnology Innovation Management Review1927-03212018-07-01874051http://doi.org/10.22215/timreview/1170A Topic Modelling Analysis of Living Labs ResearchMika Westerlund0Seppo Leminen1Mervi Rajahonka2 Carleton University Aalto University South-Eastern Finland University of Applied Sciences XAMK This study applies topic modelling analysis on a corpus of 86 publications in the Technology Innovation Management Review (TIM Review) to understand how the phenomenon of living labs has been approached in the recent innovation management literature. Although the analysis is performed on a corpus collected from only one journal, the TIM Review has published the largest number of special issues on living labs to date, thus it reflects the advancement of the area in the scholarly literature. According to the analysis, research approaches to living labs can be categorized under seven broad topics: 1) Design, 2) Ecosystem, 3) City, 4) University, 5) Innovation, 6) User, and 7) Living lab. Moreover, each topic includes a set of characteristic subtopics. A trend analysis suggests that the emphasis of research on living labs is moving away from a conceptual focus on what living labs are and who is involved in their ecosystems to practical applications of how to design and manage living labs, their processes, and participants, especially users, as key stakeholders and in novel application areas such as the urban city context.http://timreview.ca/article/1170big datadata mininginnovationLiving labliving laboratoryresearch trendstext analyticstopic modelingtopic modelling |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mika Westerlund Seppo Leminen Mervi Rajahonka |
spellingShingle |
Mika Westerlund Seppo Leminen Mervi Rajahonka A Topic Modelling Analysis of Living Labs Research Technology Innovation Management Review big data data mining innovation Living lab living laboratory research trends text analytics topic modeling topic modelling |
author_facet |
Mika Westerlund Seppo Leminen Mervi Rajahonka |
author_sort |
Mika Westerlund |
title |
A Topic Modelling Analysis of Living Labs Research |
title_short |
A Topic Modelling Analysis of Living Labs Research |
title_full |
A Topic Modelling Analysis of Living Labs Research |
title_fullStr |
A Topic Modelling Analysis of Living Labs Research |
title_full_unstemmed |
A Topic Modelling Analysis of Living Labs Research |
title_sort |
topic modelling analysis of living labs research |
publisher |
Carleton University |
series |
Technology Innovation Management Review |
issn |
1927-0321 |
publishDate |
2018-07-01 |
description |
This study applies topic modelling analysis on a corpus of 86 publications in the Technology Innovation Management Review (TIM Review) to understand how the phenomenon of living labs has been approached in the recent innovation management literature. Although the analysis is performed on a corpus collected from only one journal, the TIM Review has published the largest number of special issues on living labs to date, thus it reflects the advancement of the area in the scholarly literature. According to the analysis, research approaches to living labs can be categorized under seven broad topics: 1) Design, 2) Ecosystem, 3) City, 4) University, 5) Innovation, 6) User, and 7) Living lab. Moreover, each topic includes a set of characteristic subtopics. A trend analysis suggests that the emphasis of research on living labs is moving away from a conceptual focus on what living labs are and who is involved in their ecosystems to practical applications of how to design and manage living labs, their processes, and participants, especially users, as key stakeholders and in novel application areas such as the urban city context. |
topic |
big data data mining innovation Living lab living laboratory research trends text analytics topic modeling topic modelling |
url |
http://timreview.ca/article/1170 |
work_keys_str_mv |
AT mikawesterlund atopicmodellinganalysisoflivinglabsresearch AT seppoleminen atopicmodellinganalysisoflivinglabsresearch AT mervirajahonka atopicmodellinganalysisoflivinglabsresearch AT mikawesterlund topicmodellinganalysisoflivinglabsresearch AT seppoleminen topicmodellinganalysisoflivinglabsresearch AT mervirajahonka topicmodellinganalysisoflivinglabsresearch |
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