Casagrande, Erik, Arnautovic, Edin, Woon, Wei Lee, Zeineldin, Hatem H., Svetinovic, Davor. 2017. Semiautomatic System Domain Data Analysis: A Smart Grid Feasibility Case Study. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 47 (12), 3117-3127.
BibTeX
Abstract
This paper proposes a novel semiautomatic system domain data analysis method. The method is based on the iterative acquisition and analysis of a large body of bibliometric data, generation of domain taxonomies, and creation of domain models. The method was applied on a smart grid case study through collection and analysis of more than 6000 documents. We have found that our method produces domain models of comparable quality to the traditional manually produced domain models in a more cost-effective way.
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| Status of publication | Published |
|---|---|
| Affiliation | External |
| Type of publication | Journal article |
| Journal | IEEE Transactions on Systems, Man, and Cybernetics: Systems |
| WU-Journal-Rating new | INF-A, STRAT-C, WH-B |
| Language | English |
| Title | Semiautomatic System Domain Data Analysis: A Smart Grid Feasibility Case Study |
| Volume | 47 |
| Number | 12 |
| Year | 2017 |
| Page from | 3117 |
| Page to | 3127 |
| Reviewed? | Y |
| URL | http://xplorestaging.ieee.org/ielx7/6221021/8110749/07478150.pdf?arnumber=7478150 |
| DOI | http://dx.doi.org/10.1109/tsmc.2016.2562501 |
| Open Access | N |
Associations
- People
- Svetinovic, Davor (Details)
- External
- Arnautovic, Edin (Department of Electrical Engineering and Computer ScienceMasdar Institute of Science and TechnologyAbu DhabiUAE, United Arab Emirates)
- Casagrande, Erik (Department of Electrical Engineering and Computer ScienceMasdar Institute of Science and TechnologyAbu DhabiUAE, United Arab Emirates)
- Woon, Wei Lee (Department of Electrical Engineering and Computer ScienceMasdar Institute of Science and TechnologyAbu DhabiUAE, United Arab Emirates)
- Zeineldin, Hatem H. (Department of Electrical Engineering and Computer ScienceMasdar Institute of Science and TechnologyAbu DhabiUAE, United Arab Emirates)
- Organization
- Information Systems and Operations Management DP (Details)