DocumentCode
3039957
Title
Boosting the Innovation Process in Collaborative Environments
Author
Bellandi, Valerio ; Ceravolo, Paolo ; Damiani, Ernesto ; Frati, Fulvio ; Cota, Guido Lena ; Maggesi, Jonatan
Author_Institution
Dept. of Comput. Sci., Univ. degli Studi di Milano, Crema, Italy
fYear
2013
fDate
13-16 Oct. 2013
Firstpage
1432
Lastpage
1437
Abstract
In this paper we propose a new architecture and methodology to define a collaborative environment aimed at supporting the innovation process. In the first part of this paper we analyse the data collected during an experiment for testing a collaborative environment and, in the second part, we propose an architecture to support and stimulate innovation processes. Our solution is based on three components, namely a (i) collaborative platform, (ii) a tool able to extract knowledge from shared documents, external data sources, and collaborative activities, and (iii) a recommender system. More specifically, we focus on how knowledge items are extracted from incoming knowledge flows to be proposed to a team, whose members are capable of proposing values for design issues and/or evaluating these choices from her own specific perspective. Furthermore, the aim of the proposed framework is not limited to the selection of relevant knowledge but, more broadly, on aligning the team on a restricted set of information items, producing a convergence of objectives that accelerates the kinetics of the collaborative work.
Keywords
groupware; information retrieval; knowledge acquisition; recommender systems; collaborative environment; collaborative platform; innovation process; knowledge extraction; recommender system; Collaboration; Companies; Knowledge based systems; Recommender systems; Tag clouds; Technological innovation; Collaborative Environment; Innovation Process; Recommender System;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location
Manchester
Type
conf
DOI
10.1109/SMC.2013.247
Filename
6722000
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