User interestingness for pre-fetching in mobile environment
In mobile environment, pre-fetching is used to prevent network congestion, delays and latency problems during disconnection. Lately, the pre-fetching strategies become more complicated in which to support new types of application especially in wireless environments. Due to this complication, new met...
| Main Authors: | , , , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2011
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/43104/ http://psasir.upm.edu.my/id/eprint/43104/1/User%20interestingness%20for%20pre-fetching%20in%20mobile%20environment.pdf |
| _version_ | 1848850139080294400 |
|---|---|
| author | Darus, Roziyah Ibrahim, Hamidah Othman, Mohamed Affendey, Lilly Suryani |
| author_facet | Darus, Roziyah Ibrahim, Hamidah Othman, Mohamed Affendey, Lilly Suryani |
| author_sort | Darus, Roziyah |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | In mobile environment, pre-fetching is used to prevent network congestion, delays and latency problems during disconnection. Lately, the pre-fetching strategies become more complicated in which to support new types of application especially in wireless environments. Due to this complication, new method is introduced where it requires data mining technique to improve the pre-fetching process. Previously, the pre-fetched data item is filtered using an data driven measurement for data interestingness and the data generated are based on the structure of a query pattern and quantified using statistical methods. The measurement is not good enough to solve the rule quality problems as in predicting next query in mobile environment. In this paper, a new measurement method is proposed to generate new criterion of pre-fetched data items before sending to mobile users. This method is improved by introducing user driven measurement for user interestingness where it will consider the subjectivity and the understandability of the users. |
| first_indexed | 2025-11-15T10:01:32Z |
| format | Conference or Workshop Item |
| id | upm-43104 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:01:32Z |
| publishDate | 2011 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-431042016-05-18T02:30:36Z http://psasir.upm.edu.my/id/eprint/43104/ User interestingness for pre-fetching in mobile environment Darus, Roziyah Ibrahim, Hamidah Othman, Mohamed Affendey, Lilly Suryani In mobile environment, pre-fetching is used to prevent network congestion, delays and latency problems during disconnection. Lately, the pre-fetching strategies become more complicated in which to support new types of application especially in wireless environments. Due to this complication, new method is introduced where it requires data mining technique to improve the pre-fetching process. Previously, the pre-fetched data item is filtered using an data driven measurement for data interestingness and the data generated are based on the structure of a query pattern and quantified using statistical methods. The measurement is not good enough to solve the rule quality problems as in predicting next query in mobile environment. In this paper, a new measurement method is proposed to generate new criterion of pre-fetched data items before sending to mobile users. This method is improved by introducing user driven measurement for user interestingness where it will consider the subjectivity and the understandability of the users. IEEE 2011 Conference or Workshop Item PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/43104/1/User%20interestingness%20for%20pre-fetching%20in%20mobile%20environment.pdf Darus, Roziyah and Ibrahim, Hamidah and Othman, Mohamed and Affendey, Lilly Suryani (2011) User interestingness for pre-fetching in mobile environment. In: 5th International Conference on Information Technology and Multimedia at UNITEN (ICIMU 2011), 14-16 Nov. 2011, Kuala Lumpur, Malaysia. (pp. 1-6). 10.1109/ICIMU.2011.6122738 |
| spellingShingle | Darus, Roziyah Ibrahim, Hamidah Othman, Mohamed Affendey, Lilly Suryani User interestingness for pre-fetching in mobile environment |
| title | User interestingness for pre-fetching in mobile environment |
| title_full | User interestingness for pre-fetching in mobile environment |
| title_fullStr | User interestingness for pre-fetching in mobile environment |
| title_full_unstemmed | User interestingness for pre-fetching in mobile environment |
| title_short | User interestingness for pre-fetching in mobile environment |
| title_sort | user interestingness for pre-fetching in mobile environment |
| url | http://psasir.upm.edu.my/id/eprint/43104/ http://psasir.upm.edu.my/id/eprint/43104/ http://psasir.upm.edu.my/id/eprint/43104/1/User%20interestingness%20for%20pre-fetching%20in%20mobile%20environment.pdf |