Skyline probabilities with range query on uncertain dimensions
To obtain a different perspective,Saad, Nurul Husna Mohd a user often would query information Ibrahim, Hamidah a range of search rather Sidi, Fatimah a fixed search. However, the issue arises when attempting to compute skyline on data that consist of both exact and continuous values. Thus, we propos...
| Автори: | , , , |
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| Інші автори: | |
| Формат: | Book Section |
| Мова: | English |
| Опубліковано: |
Springer
2019
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| Онлайн доступ: | http://psasir.upm.edu.my/id/eprint/78948/1/Skyline%20probabilities%20with%20range%20query%20on%20uncertain%20dimensions.pdf |
| _version_ | 1825951077461131264 |
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| author | Mohd Saad, Nurul Husna Ibrahim, Hamidah Sidi, Fatimah Yaakob, Razali |
| author2 | Bhatia, Sanjiv K. |
| author_facet | Bhatia, Sanjiv K. Mohd Saad, Nurul Husna Ibrahim, Hamidah Sidi, Fatimah Yaakob, Razali |
| author_sort | Mohd Saad, Nurul Husna |
| collection | UPM |
| description | To obtain a different perspective,Saad, Nurul Husna Mohd a user often would query information Ibrahim, Hamidah a range of search rather Sidi, Fatimah a fixed search. However, the issue arises when attempting to compute skyline on data that consist of both exact and continuous values. Thus, we propose an algorithm named SkyQUD-T for computing Yaakob, Razali with range query issued on uncertain dimensions by eliminating objects that do not satisfy a given query range before advance processing is performed on the surviving objects. Our behaviour analysis of SkyQUD-T on real and synthetic datasets shows that SkyQUD-T is able to support skyline on data with uncertain dimensions in a given range query |
| first_indexed | 2024-03-06T10:24:27Z |
| format | Book Section |
| id | upm.eprints-78948 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T10:24:27Z |
| publishDate | 2019 |
| publisher | Springer |
| record_format | dspace |
| spelling | upm.eprints-789482021-07-22T11:02:29Z http://psasir.upm.edu.my/id/eprint/78948/ Skyline probabilities with range query on uncertain dimensions Mohd Saad, Nurul Husna Ibrahim, Hamidah Sidi, Fatimah Yaakob, Razali To obtain a different perspective,Saad, Nurul Husna Mohd a user often would query information Ibrahim, Hamidah a range of search rather Sidi, Fatimah a fixed search. However, the issue arises when attempting to compute skyline on data that consist of both exact and continuous values. Thus, we propose an algorithm named SkyQUD-T for computing Yaakob, Razali with range query issued on uncertain dimensions by eliminating objects that do not satisfy a given query range before advance processing is performed on the surviving objects. Our behaviour analysis of SkyQUD-T on real and synthetic datasets shows that SkyQUD-T is able to support skyline on data with uncertain dimensions in a given range query Springer Bhatia, Sanjiv K. Tiwari, Shailesh Mishra, Krishn K. Trivedi, Munesh C. 2019 Book Section PeerReviewed text en http://psasir.upm.edu.my/id/eprint/78948/1/Skyline%20probabilities%20with%20range%20query%20on%20uncertain%20dimensions.pdf Mohd Saad, Nurul Husna and Ibrahim, Hamidah and Sidi, Fatimah and Yaakob, Razali (2019) Skyline probabilities with range query on uncertain dimensions. In: Advances in Computer Communication and Computational Sciences. Advances in Intelligent Systems and Computing, 924 . Springer, Singapore, 225 - 242. ISBN 9789811544088; EISBN: 9789811544095 https://link.springer.com/chapter/10.1007/978-981-13-6861-5_20 10.1007/978-981-13-6861-5_20 |
| spellingShingle | Mohd Saad, Nurul Husna Ibrahim, Hamidah Sidi, Fatimah Yaakob, Razali Skyline probabilities with range query on uncertain dimensions |
| title | Skyline probabilities with range query on uncertain dimensions |
| title_full | Skyline probabilities with range query on uncertain dimensions |
| title_fullStr | Skyline probabilities with range query on uncertain dimensions |
| title_full_unstemmed | Skyline probabilities with range query on uncertain dimensions |
| title_short | Skyline probabilities with range query on uncertain dimensions |
| title_sort | skyline probabilities with range query on uncertain dimensions |
| url | http://psasir.upm.edu.my/id/eprint/78948/1/Skyline%20probabilities%20with%20range%20query%20on%20uncertain%20dimensions.pdf |
| work_keys_str_mv | AT mohdsaadnurulhusna skylineprobabilitieswithrangequeryonuncertaindimensions AT ibrahimhamidah skylineprobabilitieswithrangequeryonuncertaindimensions AT sidifatimah skylineprobabilitieswithrangequeryonuncertaindimensions AT yaakobrazali skylineprobabilitieswithrangequeryonuncertaindimensions |