Abstract
Retrieval of textually relevant non-dominated surrounding data objects has many potential applications in spatial databases such as textually relevant nearby point-of-interest retrieval surrounding a user. This paper presents a novel query, called textually-relevant direction-based spatial skyline (TDSS), for retrieving textually relevant non-dominated surrounding data objects in spatial databases. The paper also presents efficient algorithms for processing TDSS queries in spatial databases by designing novel data pruning techniques using keyword inverted index and R-Tree data indexing scheme. The effectiveness and efficiency of the proposed algorithms are demonstrated by conducting extensive experiments.
| Original language | English |
|---|---|
| Title of host publication | Advanced Information Networking and Applications |
| Subtitle of host publication | Proceedings of the 33rd International Conference on Advanced Information Networking and Applications (AINA-2019) |
| Editors | Leonard Barolli, Makoto Takizawa, Fatos Xhafa, Tomoya Enokido |
| Place of Publication | Cham Switzerland |
| Publisher | Springer |
| Pages | 927-939 |
| Number of pages | 13 |
| ISBN (Electronic) | 9783030150327 |
| ISBN (Print) | 9783030150310 |
| DOIs | |
| Publication status | Published - 2020 |
| Event | International Conference on Advanced Information Networking and Applications 2019 - Matsue, Japan Duration: 27 Mar 2019 → 29 Mar 2019 Conference number: 33rd http://voyager.ce.fit.ac.jp/conf/aina/2019/ |
Publication series
| Name | Advances in Intelligent Systems and Computing |
|---|---|
| Volume | 926 |
| ISSN (Print) | 2194-5357 |
Conference
| Conference | International Conference on Advanced Information Networking and Applications 2019 |
|---|---|
| Abbreviated title | AINA-2019 |
| Country | Japan |
| City | Matsue |
| Period | 27/03/19 → 29/03/19 |
| Internet address |
Cite this
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Retrieving text-based surrounding objects in spatial databases. / Shen, Bojie; Islam, Md. Saiful; Taniar, David; Wang, Junhu.
Advanced Information Networking and Applications: Proceedings of the 33rd International Conference on Advanced Information Networking and Applications (AINA-2019). ed. / Leonard Barolli; Makoto Takizawa; Fatos Xhafa; Tomoya Enokido. Cham Switzerland : Springer, 2020. p. 927-939 (Advances in Intelligent Systems and Computing; Vol. 926).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
TY - GEN
T1 - Retrieving text-based surrounding objects in spatial databases
AU - Shen, Bojie
AU - Islam, Md. Saiful
AU - Taniar, David
AU - Wang, Junhu
PY - 2020
Y1 - 2020
N2 - Retrieval of textually relevant non-dominated surrounding data objects has many potential applications in spatial databases such as textually relevant nearby point-of-interest retrieval surrounding a user. This paper presents a novel query, called textually-relevant direction-based spatial skyline (TDSS), for retrieving textually relevant non-dominated surrounding data objects in spatial databases. The paper also presents efficient algorithms for processing TDSS queries in spatial databases by designing novel data pruning techniques using keyword inverted index and R-Tree data indexing scheme. The effectiveness and efficiency of the proposed algorithms are demonstrated by conducting extensive experiments.
AB - Retrieval of textually relevant non-dominated surrounding data objects has many potential applications in spatial databases such as textually relevant nearby point-of-interest retrieval surrounding a user. This paper presents a novel query, called textually-relevant direction-based spatial skyline (TDSS), for retrieving textually relevant non-dominated surrounding data objects in spatial databases. The paper also presents efficient algorithms for processing TDSS queries in spatial databases by designing novel data pruning techniques using keyword inverted index and R-Tree data indexing scheme. The effectiveness and efficiency of the proposed algorithms are demonstrated by conducting extensive experiments.
UR - http://www.scopus.com/inward/record.url?scp=85063981261&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-15032-7_78
DO - 10.1007/978-3-030-15032-7_78
M3 - Conference Paper
SN - 9783030150310
T3 - Advances in Intelligent Systems and Computing
SP - 927
EP - 939
BT - Advanced Information Networking and Applications
A2 - Barolli, Leonard
A2 - Takizawa, Makoto
A2 - Xhafa, Fatos
A2 - Enokido, Tomoya
PB - Springer
CY - Cham Switzerland
ER -