Satiabudhi, Gregorius and Yulia, and GUNAWAN, HERY PRASETYO (2013) CloSpan Sequential Pattern Mining for Books Recommendation System in Petra Christian University Library. In: International Conference on Computer Networks and Information Technology (ICCNIT- 2013), 29-06-2013 - 30-06-2013, Bangkok - Thailand.
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Abstract
Petra Christian University (PCU) Library has been using website for their books search system. To further improve the service, it is necessary to develop the automatic system which can recommends the book or the correlation or the book which often being lend at the same time or sequentially by prospective borrowers. The algorithm used to explore the lending sequential patterns is CloSpan Sequential Mining algorithm. The output generated by this application is closed sequential pattern rules and the tree of sequential patterns. They can be used as a reference to establish a list of recommended related books. From the test results it can be concluded that the more data and smaller minimum support, the longer the process takes, and the more patterns that is produced. From the questionnaire outcome that are distributed to employees and users of the library can be concluded that the system can create right recommendations and useful.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Uncontrolled Keywords: | Data Mining, Sequential Pattern Mining, Clospan, Books Recommendations, Library |
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science |
| Divisions: | Faculty of Industrial Technology > Informatics Engineering Department |
| Depositing User: | Admin |
| Date Deposited: | 18 Jun 2013 22:31 |
| Last Modified: | 22 Jul 2019 09:52 |
| URI: | https://repository.petra.ac.id/id/eprint/16168 |
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