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...

Full description

Bibliographic Details
Main Authors: Mika Westerlund, Seppo Leminen, Mervi Rajahonka
Format: Article
Language:English
Published: Carleton University 2018-07-01
Series:Technology Innovation Management Review
Subjects:
Online Access:http://timreview.ca/article/1170
id doaj-dcb93e46865a4d11a937ccdbefc011af
record_format Article
spelling 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
_version_ 1725580338464292864