Exploring Promising Research Frontiers Based on Knowledge Maps in the Solar Cell Technology Field

Given the challenging environmental issues in the energy sector, the importance of strategic research and development (R&D) planning has been emphasized to manage a turbulent business situation. This study aims to propose a methodology for exploring promising research frontiers in the energy...

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Main Authors: Inchae Park, Keeeun Lee, Byungun Yoon
Format: Article
Language:English
Published: MDPI AG 2015-10-01
Series:Sustainability
Subjects:
Online Access:http://www.mdpi.com/2071-1050/7/10/13660
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spelling doaj-f38a30027e9a42c58e12fc17f535ea132020-11-24T22:56:00ZengMDPI AGSustainability2071-10502015-10-01710136601368910.3390/su71013660su71013660Exploring Promising Research Frontiers Based on Knowledge Maps in the Solar Cell Technology FieldInchae Park0Keeeun Lee1Byungun Yoon2Department of Industrial & Systems Engineering, Dongguk University-Seoul, 30, Pildong-ro 1 gil, Jung-gu, Seoul 100-715, KoreaDepartment of Industrial & Systems Engineering, Dongguk University-Seoul, 30, Pildong-ro 1 gil, Jung-gu, Seoul 100-715, KoreaDepartment of Industrial & Systems Engineering, Dongguk University-Seoul, 30, Pildong-ro 1 gil, Jung-gu, Seoul 100-715, KoreaGiven the challenging environmental issues in the energy sector, the importance of strategic research and development (R&D) planning has been emphasized to manage a turbulent business situation. This study aims to propose a methodology for exploring promising research frontiers in the energy sector. To this end, first, core documents are collected from scientific documents such as patents and academic papers. Second, the research frontiers are extracted by clustering the core documents based on the bibliographic relations. Third, a knowledge map is generated by mapping the relations between research frontiers. Finally, the promising research frontiers (RFs) are identified by conducting dynamic analyses and the contents of promising RFs are suggested. As an illustration of the method, the field of solar cell technology is chosen and analyzed As a result, the promising research frontiers from the patent knowledge map are related to development (D) themes and promising research frontiers from scientific paper knowledge map are related to the research (R) themes. The proposed method and results can be utilized by researchers, R&D policy makers, and administrations in practice.http://www.mdpi.com/2071-1050/7/10/13660bibliographic analysispatent mapresearch frontiersolar cell technology
collection DOAJ
language English
format Article
sources DOAJ
author Inchae Park
Keeeun Lee
Byungun Yoon
spellingShingle Inchae Park
Keeeun Lee
Byungun Yoon
Exploring Promising Research Frontiers Based on Knowledge Maps in the Solar Cell Technology Field
Sustainability
bibliographic analysis
patent map
research frontier
solar cell technology
author_facet Inchae Park
Keeeun Lee
Byungun Yoon
author_sort Inchae Park
title Exploring Promising Research Frontiers Based on Knowledge Maps in the Solar Cell Technology Field
title_short Exploring Promising Research Frontiers Based on Knowledge Maps in the Solar Cell Technology Field
title_full Exploring Promising Research Frontiers Based on Knowledge Maps in the Solar Cell Technology Field
title_fullStr Exploring Promising Research Frontiers Based on Knowledge Maps in the Solar Cell Technology Field
title_full_unstemmed Exploring Promising Research Frontiers Based on Knowledge Maps in the Solar Cell Technology Field
title_sort exploring promising research frontiers based on knowledge maps in the solar cell technology field
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2015-10-01
description Given the challenging environmental issues in the energy sector, the importance of strategic research and development (R&D) planning has been emphasized to manage a turbulent business situation. This study aims to propose a methodology for exploring promising research frontiers in the energy sector. To this end, first, core documents are collected from scientific documents such as patents and academic papers. Second, the research frontiers are extracted by clustering the core documents based on the bibliographic relations. Third, a knowledge map is generated by mapping the relations between research frontiers. Finally, the promising research frontiers (RFs) are identified by conducting dynamic analyses and the contents of promising RFs are suggested. As an illustration of the method, the field of solar cell technology is chosen and analyzed As a result, the promising research frontiers from the patent knowledge map are related to development (D) themes and promising research frontiers from scientific paper knowledge map are related to the research (R) themes. The proposed method and results can be utilized by researchers, R&D policy makers, and administrations in practice.
topic bibliographic analysis
patent map
research frontier
solar cell technology
url http://www.mdpi.com/2071-1050/7/10/13660
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