A Model to Support Decision Making in the Idea Management Domain

Detalhes bibliográficos
Autor(a) principal: Sérgio, Marina Carradore
Data de Publicação: 2015
Outros Autores: Gonçalves, Alexandre Leopoldo, Souza, João Artur de
Tipo de documento: Artigo
Idioma: eng
por
Título da fonte: Future Studies Research Journal: Trends and Strategies
Texto Completo: https://www.revistafuture.org/FSRJ/article/view/95
Resumo: Taking into account the global competitiveness, innovation has become a challenge for organizations. Idea management is an integral part of the innovation process and it is presented as an essential factor for achieving success. Due to the volume and sudden peaks in submissions of ideas, the appropriate analysis and the allocation of resources for investment are important issues to be addressed. The objective of this paper is to present a model for the management of ideas based on ontology and cluster analysis in order to maximize resources for investment in ideas. So as to demonstrate the model feasibility it was prepared a dataset comprised of fifty-five ideas collected from the Starbucks® site. These ideas were then stored in the domain ontology and were used as subsidies for the cluster analysis and for the building of a knowledge base. As a result, it was identified groups with similar ideas that, when analyzed, foster a greater potential for observation and may indicate patterns and trends that can assist in decision making.
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spelling A Model to Support Decision Making in the Idea Management DomainUm Modelo para Auxiliar na Tomada de Decisão no Domínio de Gestão de IdeiasInnovation Management. Idea Management. Ontology. Cluster Analysis.Gestão de InovaçãoGestão de IdeiasOntologiaAnálise de AgrupamentosTaking into account the global competitiveness, innovation has become a challenge for organizations. Idea management is an integral part of the innovation process and it is presented as an essential factor for achieving success. Due to the volume and sudden peaks in submissions of ideas, the appropriate analysis and the allocation of resources for investment are important issues to be addressed. The objective of this paper is to present a model for the management of ideas based on ontology and cluster analysis in order to maximize resources for investment in ideas. So as to demonstrate the model feasibility it was prepared a dataset comprised of fifty-five ideas collected from the Starbucks® site. These ideas were then stored in the domain ontology and were used as subsidies for the cluster analysis and for the building of a knowledge base. As a result, it was identified groups with similar ideas that, when analyzed, foster a greater potential for observation and may indicate patterns and trends that can assist in decision making.Diante da competitividade global, inovar tornou-se um desafio para as organizações. A gestão de ideias é parte integrante do processo de inovação e apresenta-se como um fator essencial para obtenção de sucesso do mesmo. Devido ao volume e aos picos repentinos de submissões de ideias, a adequada análise e a destinação de recursos para investimentos são questões importantes a serem tratadas. O objetivo deste trabalho é apresentar um modelo para a gestão de ideias baseado em ontologia e na análise de agrupamento visando maximizar os recursos para investimentos em ideias. De modo a demonstrar a viabilidade do modelo elaborou-se um conjunto de dados de cinquenta e cinco ideias coletadas a partir do site da empresa Starbucks®. Estas ideias foram então armazenadas em uma ontologia de domínio servindo de subsídio para a análise de agrupamento e a construção de uma base de conhecimento. Como resultado, foram identificados grupos de ideias semelhantes que ao serem analisados promovem um maior potencial de observação e, podem indicar padrões e tendências que auxiliem na tomada de decisão.Future Studies Research Journal: Trends and Strategies2015-12-19info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionPeer-reviewed Articleapplication/pdfapplication/pdfhttps://www.revistafuture.org/FSRJ/article/view/9510.24023/FutureJournal/2175-5825/2015.v7i2.212Future Studies Research Journal: Trends and Strategies; Vol. 7 No. 2 (2015): Future Studies Research Journal; 118Future Studies Research Journal: Trends and Strategies [FSRJ]; v. 7 n. 2 (2015): Future Studies Research Journal; 1182175-5825reponame:Future Studies Research Journal: Trends and Strategiesinstname:Fundação Instituto de Administração (FIA)instacron:FIAengporhttps://www.revistafuture.org/FSRJ/article/view/95/325https://www.revistafuture.org/FSRJ/article/view/95/315Copyright (c) 2015 Future Studies Research Journal: Trends and Strategiesinfo:eu-repo/semantics/openAccessSérgio, Marina CarradoreGonçalves, Alexandre LeopoldoSouza, João Artur de2016-02-24T00:49:42Zoai:ojs.future.emnuvens.com.br:article/212Revistahttps://www.revistafuture.org/FSRJ/oai2175-58252175-5825opendoar:2016-02-24T00:49:42Future Studies Research Journal: Trends and Strategies - Fundação Instituto de Administração (FIA)false
dc.title.none.fl_str_mv A Model to Support Decision Making in the Idea Management Domain
Um Modelo para Auxiliar na Tomada de Decisão no Domínio de Gestão de Ideias
title A Model to Support Decision Making in the Idea Management Domain
spellingShingle A Model to Support Decision Making in the Idea Management Domain
Sérgio, Marina Carradore
Innovation Management. Idea Management. Ontology. Cluster Analysis.
Gestão de Inovação
Gestão de Ideias
Ontologia
Análise de Agrupamentos
title_short A Model to Support Decision Making in the Idea Management Domain
title_full A Model to Support Decision Making in the Idea Management Domain
title_fullStr A Model to Support Decision Making in the Idea Management Domain
title_full_unstemmed A Model to Support Decision Making in the Idea Management Domain
title_sort A Model to Support Decision Making in the Idea Management Domain
author Sérgio, Marina Carradore
author_facet Sérgio, Marina Carradore
Gonçalves, Alexandre Leopoldo
Souza, João Artur de
author_role author
author2 Gonçalves, Alexandre Leopoldo
Souza, João Artur de
author2_role author
author
dc.contributor.author.fl_str_mv Sérgio, Marina Carradore
Gonçalves, Alexandre Leopoldo
Souza, João Artur de
dc.subject.por.fl_str_mv Innovation Management. Idea Management. Ontology. Cluster Analysis.
Gestão de Inovação
Gestão de Ideias
Ontologia
Análise de Agrupamentos
topic Innovation Management. Idea Management. Ontology. Cluster Analysis.
Gestão de Inovação
Gestão de Ideias
Ontologia
Análise de Agrupamentos
description Taking into account the global competitiveness, innovation has become a challenge for organizations. Idea management is an integral part of the innovation process and it is presented as an essential factor for achieving success. Due to the volume and sudden peaks in submissions of ideas, the appropriate analysis and the allocation of resources for investment are important issues to be addressed. The objective of this paper is to present a model for the management of ideas based on ontology and cluster analysis in order to maximize resources for investment in ideas. So as to demonstrate the model feasibility it was prepared a dataset comprised of fifty-five ideas collected from the Starbucks® site. These ideas were then stored in the domain ontology and were used as subsidies for the cluster analysis and for the building of a knowledge base. As a result, it was identified groups with similar ideas that, when analyzed, foster a greater potential for observation and may indicate patterns and trends that can assist in decision making.
publishDate 2015
dc.date.none.fl_str_mv 2015-12-19
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.revistafuture.org/FSRJ/article/view/95
10.24023/FutureJournal/2175-5825/2015.v7i2.212
url https://www.revistafuture.org/FSRJ/article/view/95
identifier_str_mv 10.24023/FutureJournal/2175-5825/2015.v7i2.212
dc.language.iso.fl_str_mv eng
por
language eng
por
dc.relation.none.fl_str_mv https://www.revistafuture.org/FSRJ/article/view/95/325
https://www.revistafuture.org/FSRJ/article/view/95/315
dc.rights.driver.fl_str_mv Copyright (c) 2015 Future Studies Research Journal: Trends and Strategies
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2015 Future Studies Research Journal: Trends and Strategies
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Future Studies Research Journal: Trends and Strategies
publisher.none.fl_str_mv Future Studies Research Journal: Trends and Strategies
dc.source.none.fl_str_mv Future Studies Research Journal: Trends and Strategies; Vol. 7 No. 2 (2015): Future Studies Research Journal; 118
Future Studies Research Journal: Trends and Strategies [FSRJ]; v. 7 n. 2 (2015): Future Studies Research Journal; 118
2175-5825
reponame:Future Studies Research Journal: Trends and Strategies
instname:Fundação Instituto de Administração (FIA)
instacron:FIA
instname_str Fundação Instituto de Administração (FIA)
instacron_str FIA
institution FIA
reponame_str Future Studies Research Journal: Trends and Strategies
collection Future Studies Research Journal: Trends and Strategies
repository.name.fl_str_mv Future Studies Research Journal: Trends and Strategies - Fundação Instituto de Administração (FIA)
repository.mail.fl_str_mv
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