| ชื่อเรื่อง | : | Retrieving regions of interest for user exploration |
| นักวิจัย | : | Cao, Xin , Cong, Gao , Jensen, Christian S. , Yiu, Man Lung |
| คำค้น | : | DRNTU::Engineering::Computer science and engineering |
| หน่วยงาน | : | Nanyang Technological University, Singapore |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2557 |
| อ้างอิง | : | Cao, X., Cong, G., Jensen, C. S., & Yiu, M. L. (2014). Retrieving regions of interest for user exploration. VLDB endowment, 733-744. , http://hdl.handle.net/10220/20433 , http://www.vldb.org/pvldb/vol7/p733-cao.pdf |
| ที่มา | : | - |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | Proceedings of the VLDB endowment |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | We consider an application scenario where points of interest (PoIs) each have a web presence and where a web user wants to iden- tify a region that contains relevant PoIs that are relevant to a set of keywords, e.g., in preparation for deciding where to go to conve- niently explore the PoIs. Motivated by this, we propose the length- constrained maximum-sum region (LCMSR) query that returns a spatial-network region that is located within a general region of in- terest, that does not exceed a given size constraint, and that best matches query keywords. Such a query maximizes the total weight of the PoIs in it w.r.t. the query keywords. We show that it is NP- hard to answer this query. We develop an approximation algorithm with a (5 + ε) approximation ratio utilizing a technique that scales node weights into integers. We also propose a more efficient heuris- tic algorithm and a greedy algorithm. Empirical studies on real data offer detailed insight into the accuracy of the proposed algorithms and show that the proposed algorithms are capable of computing results efficiently and effectively. |
| บรรณานุกรม | : |
Cao, Xin , Cong, Gao , Jensen, Christian S. , Yiu, Man Lung . (2557). Retrieving regions of interest for user exploration.
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Cao, Xin , Cong, Gao , Jensen, Christian S. , Yiu, Man Lung . 2557. "Retrieving regions of interest for user exploration".
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Cao, Xin , Cong, Gao , Jensen, Christian S. , Yiu, Man Lung . "Retrieving regions of interest for user exploration."
กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2557. Print. Cao, Xin , Cong, Gao , Jensen, Christian S. , Yiu, Man Lung . Retrieving regions of interest for user exploration. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2557.
|
