Abstract
Patent strategy is the overriding mechanism that helps direct investment, resource allocation, expectations, and policy development within an organization. Much studies of patent, for example, patent classification, patent analysis, patent management, patent strategy planning have been made. Due to the high cost of devoting to the research and development for a new patent application, it is essential for a company to develop the patent portfolio based on analyzing related information for fitting with cost constraint and maximizing the benefit. However, only few research attempts to develop new patents with the consideration of resource allocation, for example, optimizing budget utilization. In addition, the previous studies did not derive significant technologies and induct rules for resource allocation through patent analysis. In some cases, the patent analysis may process qualitative information that is difficult to analyze by standard statistical techniques. The rough set approach, which is suitable for processing qualitative information, is required to induct decision rules to derive critical technologies of patents. In this paper, a systematic approach to analyze existing patent information based on rough set theory with the consideration of resource allocation is developed. A case study is presented to demonstrate the contribution of the proposed approach which assists on decision-making in patent reform or invention with constraint resource.
| Original language | English |
|---|---|
| Pages (from-to) | 1980-1992 |
| Number of pages | 13 |
| Journal | Expert Systems with Applications |
| Volume | 38 |
| Issue number | 3 |
| DOIs | |
| Publication status | Published - 2011 Mar 1 |
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All Science Journal Classification (ASJC) codes
- Engineering(all)
- Computer Science Applications
- Artificial Intelligence
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A rough set based approach to patent development with the consideration of resource allocation. / Huang, Chun Che; Liang, Wen-Yau; Shian-Hua Lin, Lin; Tseng, Tzu Liang; Chiang, Hui Yi.
In: Expert Systems with Applications, Vol. 38, No. 3, 01.03.2011, p. 1980-1992.Research output: Contribution to journal › Article
TY - JOUR
T1 - A rough set based approach to patent development with the consideration of resource allocation
AU - Huang, Chun Che
AU - Liang, Wen-Yau
AU - Shian-Hua Lin, Lin
AU - Tseng, Tzu Liang
AU - Chiang, Hui Yi
PY - 2011/3/1
Y1 - 2011/3/1
N2 - Patent strategy is the overriding mechanism that helps direct investment, resource allocation, expectations, and policy development within an organization. Much studies of patent, for example, patent classification, patent analysis, patent management, patent strategy planning have been made. Due to the high cost of devoting to the research and development for a new patent application, it is essential for a company to develop the patent portfolio based on analyzing related information for fitting with cost constraint and maximizing the benefit. However, only few research attempts to develop new patents with the consideration of resource allocation, for example, optimizing budget utilization. In addition, the previous studies did not derive significant technologies and induct rules for resource allocation through patent analysis. In some cases, the patent analysis may process qualitative information that is difficult to analyze by standard statistical techniques. The rough set approach, which is suitable for processing qualitative information, is required to induct decision rules to derive critical technologies of patents. In this paper, a systematic approach to analyze existing patent information based on rough set theory with the consideration of resource allocation is developed. A case study is presented to demonstrate the contribution of the proposed approach which assists on decision-making in patent reform or invention with constraint resource.
AB - Patent strategy is the overriding mechanism that helps direct investment, resource allocation, expectations, and policy development within an organization. Much studies of patent, for example, patent classification, patent analysis, patent management, patent strategy planning have been made. Due to the high cost of devoting to the research and development for a new patent application, it is essential for a company to develop the patent portfolio based on analyzing related information for fitting with cost constraint and maximizing the benefit. However, only few research attempts to develop new patents with the consideration of resource allocation, for example, optimizing budget utilization. In addition, the previous studies did not derive significant technologies and induct rules for resource allocation through patent analysis. In some cases, the patent analysis may process qualitative information that is difficult to analyze by standard statistical techniques. The rough set approach, which is suitable for processing qualitative information, is required to induct decision rules to derive critical technologies of patents. In this paper, a systematic approach to analyze existing patent information based on rough set theory with the consideration of resource allocation is developed. A case study is presented to demonstrate the contribution of the proposed approach which assists on decision-making in patent reform or invention with constraint resource.
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UR - http://www.scopus.com/inward/citedby.url?scp=78049528823&partnerID=8YFLogxK
U2 - 10.1016/j.eswa.2010.07.132
DO - 10.1016/j.eswa.2010.07.132
M3 - Article
AN - SCOPUS:78049528823
VL - 38
SP - 1980
EP - 1992
JO - Expert Systems with Applications
JF - Expert Systems with Applications
SN - 0957-4174
IS - 3
ER -