Kebutuhan Perangkat Lunak Untuk Aplikasi Data Mining
In software development, the software requirements are the result of understandings of user requirements or the system owners to the developer. Based on these requirements, the developers are able to develop their software architecture. Based on software architecture, developers can construct a set...
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| Format: | Article |
| Language: | Indonesian |
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Universitas Andalas
2017-08-01
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| Series: | Jurnal Teknologi dan Sistem Informasi |
| Subjects: | |
| Online Access: | https://teknosi.fti.unand.ac.id/index.php/teknosi/article/view/344 |
| _version_ | 1811337392552935424 |
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| author | Ibnu Surya |
| author_facet | Ibnu Surya |
| author_sort | Ibnu Surya |
| collection | DOAJ |
| description | In software development, the software requirements are the result of understandings of user requirements or the system owners to the developer. Based on these requirements, the developers are able to develop their software architecture. Based on software architecture, developers can construct a set of requirements. This reuse process shall give positive impacts to a better software product. This research uses a technique for generating software requirements for data mining based on data mining software architecture, especially a data mining application for analyzing social media. The contribution of this research is a proposal of a generic data mining requirements software that is expected to be reference for data mining application development. The proposal is evaluated to three different data mining applications that each consists of four typical requirements. These three applications are compared to our generated requirements. The results show that 50% of our requirements have been used in these applications or an average of 83.33% requirements from our proposal has contributed to these three applications. It shows that the technique used to generate software requirements based on software architecture is able to provide an alternative to develop new common requirements. |
| first_indexed | 2024-04-13T17:54:16Z |
| format | Article |
| id | doaj.art-6ddb8fefd2314109aaa37c0e5e712c2e |
| institution | Directory Open Access Journal |
| issn | 2460-3465 2476-8812 |
| language | Indonesian |
| last_indexed | 2024-04-13T17:54:16Z |
| publishDate | 2017-08-01 |
| publisher | Universitas Andalas |
| record_format | Article |
| series | Jurnal Teknologi dan Sistem Informasi |
| spelling | doaj.art-6ddb8fefd2314109aaa37c0e5e712c2e2022-12-22T02:36:35ZindUniversitas AndalasJurnal Teknologi dan Sistem Informasi2460-34652476-88122017-08-013223324010.25077/TEKNOSI.v3i2.2017.233-24081Kebutuhan Perangkat Lunak Untuk Aplikasi Data MiningIbnu Surya0Politeknik Caltex RiauIn software development, the software requirements are the result of understandings of user requirements or the system owners to the developer. Based on these requirements, the developers are able to develop their software architecture. Based on software architecture, developers can construct a set of requirements. This reuse process shall give positive impacts to a better software product. This research uses a technique for generating software requirements for data mining based on data mining software architecture, especially a data mining application for analyzing social media. The contribution of this research is a proposal of a generic data mining requirements software that is expected to be reference for data mining application development. The proposal is evaluated to three different data mining applications that each consists of four typical requirements. These three applications are compared to our generated requirements. The results show that 50% of our requirements have been used in these applications or an average of 83.33% requirements from our proposal has contributed to these three applications. It shows that the technique used to generate software requirements based on software architecture is able to provide an alternative to develop new common requirements.https://teknosi.fti.unand.ac.id/index.php/teknosi/article/view/344requirementssoftwarearchitecturedataminingapplication |
| spellingShingle | Ibnu Surya Kebutuhan Perangkat Lunak Untuk Aplikasi Data Mining Jurnal Teknologi dan Sistem Informasi requirements software architecture datamining application |
| title | Kebutuhan Perangkat Lunak Untuk Aplikasi Data Mining |
| title_full | Kebutuhan Perangkat Lunak Untuk Aplikasi Data Mining |
| title_fullStr | Kebutuhan Perangkat Lunak Untuk Aplikasi Data Mining |
| title_full_unstemmed | Kebutuhan Perangkat Lunak Untuk Aplikasi Data Mining |
| title_short | Kebutuhan Perangkat Lunak Untuk Aplikasi Data Mining |
| title_sort | kebutuhan perangkat lunak untuk aplikasi data mining |
| topic | requirements software architecture datamining application |
| url | https://teknosi.fti.unand.ac.id/index.php/teknosi/article/view/344 |
| work_keys_str_mv | AT ibnusurya kebutuhanperangkatlunakuntukaplikasidatamining |