<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mika Westerlund</style></author><author><style face="normal" font="default" size="100%">Ishdeep Singh</style></author><author><style face="normal" font="default" size="100%">Mervi Rajahonka</style></author><author><style face="normal" font="default" size="100%">Seppo Leminen</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Technology Project Summaries as a Predictor of Crowdfunding Success</style></title><secondary-title><style face="normal" font="default" size="100%">Technology Innovation Management Review</style></secondary-title></titles><keywords><keyword><style  face="normal" font="default" size="100%">backers</style></keyword><keyword><style  face="normal" font="default" size="100%">crowdfunding</style></keyword><keyword><style  face="normal" font="default" size="100%">failure</style></keyword><keyword><style  face="normal" font="default" size="100%">funding</style></keyword><keyword><style  face="normal" font="default" size="100%">fundraising</style></keyword><keyword><style  face="normal" font="default" size="100%">Kickstarter</style></keyword><keyword><style  face="normal" font="default" size="100%">prediction</style></keyword><keyword><style  face="normal" font="default" size="100%">project</style></keyword><keyword><style  face="normal" font="default" size="100%">success</style></keyword><keyword><style  face="normal" font="default" size="100%">topic modelling</style></keyword></keywords><dates><year><style  face="normal" font="default" size="100%">2021</style></year><pub-dates><date><style  face="normal" font="default" size="100%">12/2021</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">timreview.ca/article/1472</style></url></web-urls></urls><publisher><style face="normal" font="default" size="100%">Talent First Network</style></publisher><pub-location><style face="normal" font="default" size="100%">Ottawa</style></pub-location><volume><style face="normal" font="default" size="100%">11</style></volume><pages><style face="normal" font="default" size="100%">33-44</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">Crowdfunding has emerged in recent years as an important alternative means for technology entrepreneurs to raise funds for their products and business ideas. While the success rate of crowdfunding projects is somewhat low, scholarly understanding of what distinguishes projects that reach their fundraising goals from those that fail remains incomplete. Further, studies on crowdfunding success often examine a number of variables that make predicting success a challenge for entrepreneurs wiling to use crowdfunding. This study uses topic modelling on a data set of over 21,000 technology projects from Kickstarter to investigate if short-text project summaries can reveal predictors of fundraising success on crowdfunding platforms. The results indicate that compared to those that fail in fundraising, project summaries of successfully funded technology projects put forward more trendy topics, use wording that reflects novelty, and focus on solving a social problem. Our results contribute to theory and practice by suggesting the importance of summarizing project content for crowdfunding success.</style></abstract><issue><style face="normal" font="default" size="100%">11-12</style></issue><custom1><style face="normal" font="default" size="100%">Carleton University
Mika Westerlund, DSc (Econ), is an Associate Professor at Carleton University in Ottawa, Canada. He previously held positions as a Postdoctoral Scholar in the Haas School of Business at the University of California Berkeley and in the School of Economics at Aalto University in Helsinki, Finland. Mika earned his doctoral degree in Marketing from the Helsinki School of Economics in Finland. His research interests include open and user innovation, the Internet of Things, business strategy, and management models in high-tech and service-intensive industries.</style></custom1><custom2><style face="normal" font="default" size="100%">Carleton University
Ishdeep Singh is a web developer at the ITS web services Team at Carleton University. He is a technology enthusiast and has completed his master's in Technology Innovation Management (TIM) program from Carleton University. He has worked with big consulting firms - Infosys as well as small-scale digital marketing and real estate technology startups. Ishdeep is an inventive IT professional receptive to novel technologies and measures that are specially associated with societal benefits. He is proficient in researching and analyzing data to identify, create and execute technological problems related to the Implementation, Adaptation and scalability of Products. His present research interests include business technology strategy, social analytics, technology optimization, adaptation strategy, SME and marketing.</style></custom2><custom3><style face="normal" font="default" size="100%">South-Eastern Finland University of Applied Sciences
Mervi Rajahonka, DSc (Econ), MSc (Tech), LLM, works as RDI Specialist in the field of Digital Economy at South-Eastern Finland University of Applied Sciences Xamk, Finland, and as Adjunct Research Professor at Carleton University in Canada. Her research interests include digitalization, entrepreneurship, business models, working women, service innovations and sustainable logistics. Her research has been published in numerous publications and international refereed journals. Her publications are listed on Google Scholar.</style></custom3><custom4><style face="normal" font="default" size="100%">University of South-Eastern Norway
Seppo Leminen is Drammen City Municipality chaired (Full) Professor of Innovation and Entrepreneurship in the USN School of Business at the University of South-Eastern Norway in Norway, an Adjunct Professor of Business Development at Aalto University in Finland and an Adjunct Research Professor at Carleton University in Canada. He holds a doctoral degree in Marketing from the Hanken School of Economics and a doctoral degree in Industrial Engineering and Management in the School of Science at Aalto University. He is an Associate Editor in Techovation and an Associate editor in BRQ, Business Research Quarterly. His current research topics includes digital business models and ecosystems (cf. Internet of Things), robotics, block chains, living labs, innovation ecosystems, collaborative and networked models of innovations, collaborative methods of innovations, as well as management and marketing models for different types of companies. Results from his research have been reported in Industrial Marketing Management, the Journal of Cleaner Production, the Journal of Engineering and Technology Management, the Journal of Business &amp; Industrial Marketing, Management Decision, the International Journal of Innovation Management, and the Technology Innovation Management Review, among many others.</style></custom4><section><style face="normal" font="default" size="100%">33</style></section></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mika Westerlund</style></author><author><style face="normal" font="default" size="100%">Seppo Leminen</style></author><author><style face="normal" font="default" size="100%">Mervi Rajahonka</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A Topic Modelling Analysis of Living Labs Research</style></title><secondary-title><style face="normal" font="default" size="100%">Technology Innovation Management Review</style></secondary-title></titles><keywords><keyword><style  face="normal" font="default" size="100%">big data</style></keyword><keyword><style  face="normal" font="default" size="100%">data mining</style></keyword><keyword><style  face="normal" font="default" size="100%">innovation</style></keyword><keyword><style  face="normal" font="default" size="100%">Living lab</style></keyword><keyword><style  face="normal" font="default" size="100%">living laboratory</style></keyword><keyword><style  face="normal" font="default" size="100%">research trends</style></keyword><keyword><style  face="normal" font="default" size="100%">text analytics</style></keyword><keyword><style  face="normal" font="default" size="100%">topic modeling</style></keyword><keyword><style  face="normal" font="default" size="100%">topic modelling</style></keyword></keywords><dates><year><style  face="normal" font="default" size="100%">2018</style></year><pub-dates><date><style  face="normal" font="default" size="100%">07/2018</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://timreview.ca/article/1170</style></url></web-urls></urls><publisher><style face="normal" font="default" size="100%">Talent First Network</style></publisher><pub-location><style face="normal" font="default" size="100%">Ottawa</style></pub-location><volume><style face="normal" font="default" size="100%">8</style></volume><pages><style face="normal" font="default" size="100%">40-51</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">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.</style></abstract><issue><style face="normal" font="default" size="100%">7</style></issue><custom1><style face="normal" font="default" size="100%">Carleton University
Mika Westerlund, DSc (Econ), is an Associate Professor at Carleton University in Ottawa, Canada. He previously held positions as a Postdoctoral Scholar in the Haas School of Business at the University of California Berkeley and in the School of Economics at Aalto University in Helsinki, Finland. Mika earned his doctoral degree in Marketing from the Helsinki School of Economics in Finland. His research interests include open and user innovation, the Internet of Things, business strategy, and management models in high-tech and service-intensive industries.</style></custom1><custom2><style face="normal" font="default" size="100%">Aalto University
Seppo Leminen is an Adjunct Professor of Business Development at Aalto University in Helsinki, Finland, and an Adjunct Research Professor at Carleton University in Ottawa, Canada. He holds a doctoral degree in Marketing from the Hanken School of Economics in Finland and a doctoral degree in Industrial Engineering and Management from the School of Science at Aalto University. His research and consulting interests include living labs, open innovation, innovation ecosystems, robotics, the Internet of Things (IoT), as well as management models in high-tech and service-intensive industries. He is serving as an associate editor in the &lt;em&gt;BRQ Business Research Quarterly,&lt;/em&gt; on the editorial board of the &lt;em&gt;Journal of Small Business Management,&lt;/em&gt; as a member of the Review Board for the &lt;em&gt;Technology Innovation Management Review,&lt;/em&gt; and on the Scientific Panel of the International Society for Professional Innovation Management (ISPIM). Prior to his appointment at Aalto University, he worked in the ICT and pulp and paper industries.</style></custom2><custom3><style face="normal" font="default" size="100%">South-Eastern Finland University of Applied Sciences XAMK
Mervi Rajahonka, DSc (Econ), works as an RDI Advisor at the Small Business Center (SBC), currently a part of the South-Eastern Finland University of Applied Sciences XAMK, Finland, and she is an Adjunct Research Professor at Carleton University in Ottawa, Canada. She has been working at the SBC for about 10 years. She earned her doctoral degree in Logistics from the Department of Information and Service Economy at Aalto University School of Business in Helsinki, Finland. She also holds a Master’s degree in Technology from the Helsinki University of Technology and a Master’s degree in Law from the University of Helsinki. Her research interests include sustainable logistics and supply chain management, business models, service modularity, and service innovations. Her research has been published in a number of journals in the areas of logistics, services, and operations management.</style></custom3></record></records></xml>