Size estimation through neural network for a common class of web-based systems
This project deals with the analysis on the open source PhP systems size and through analysis on a number of open source software, a list of data based on the software’s database system were collected. These data significantly representing the characteristics of the software are “entities”, “relatio...
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| Format: | Thesis |
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2008
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| Online Access: | http://hdl.handle.net/10356/3647 |
| _version_ | 1826126283164090368 |
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| author | Wang, Di |
| author2 | Tan, Hee Beng Kuan |
| author_facet | Tan, Hee Beng Kuan Wang, Di |
| author_sort | Wang, Di |
| collection | NTU |
| description | This project deals with the analysis on the open source PhP systems size and through analysis on a number of open source software, a list of data based on the software’s database system were collected. These data significantly representing the characteristics of the software are “entities”, “relationships” and “attributes” found in the databases. And from these data, a backpropagation neural network was applied based on the method proposed in the conceptual model by taking entities, relationships and average attributes as the input, the lines of source code of a given software may be estimated. |
| first_indexed | 2024-10-01T06:50:08Z |
| format | Thesis |
| id | ntu-10356/3647 |
| institution | Nanyang Technological University |
| last_indexed | 2024-10-01T06:50:08Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | ntu-10356/36472023-07-04T15:18:29Z Size estimation through neural network for a common class of web-based systems Wang, Di Tan, Hee Beng Kuan School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems This project deals with the analysis on the open source PhP systems size and through analysis on a number of open source software, a list of data based on the software’s database system were collected. These data significantly representing the characteristics of the software are “entities”, “relationships” and “attributes” found in the databases. And from these data, a backpropagation neural network was applied based on the method proposed in the conceptual model by taking entities, relationships and average attributes as the input, the lines of source code of a given software may be estimated. Master of Science (Communication Software and Networks) 2008-09-17T09:34:29Z 2008-09-17T09:34:29Z 2006 2006 Thesis http://hdl.handle.net/10356/3647 Nanyang Technological University application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Wang, Di Size estimation through neural network for a common class of web-based systems |
| title | Size estimation through neural network for a common class of web-based systems |
| title_full | Size estimation through neural network for a common class of web-based systems |
| title_fullStr | Size estimation through neural network for a common class of web-based systems |
| title_full_unstemmed | Size estimation through neural network for a common class of web-based systems |
| title_short | Size estimation through neural network for a common class of web-based systems |
| title_sort | size estimation through neural network for a common class of web based systems |
| topic | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems |
| url | http://hdl.handle.net/10356/3647 |
| work_keys_str_mv | AT wangdi sizeestimationthroughneuralnetworkforacommonclassofwebbasedsystems |