Name
Abstract | ||
|---|---|---|
The skyline operation is a typical Multicriteria Decision Making (MCDM) that has been well studied in database context. The basic assumption of convention-al skyline operator is preference-ordered values within multi-dimensional decision tables. This assumption utilizes preference-ordered values to simplify the complex human preference, which is subject to big challenges in real applications. In this paper, we firstly investigate preference relations on skyline operation and lead to a dynamic preference model. We then introduce the concept of preference intensity and propose a new decision model, called Tolerant Skyline Operation (T-skyline). We study the method for computation of T-skyline and address the issue of continuous T-skyline maintenance. Through a detailed case study related to the NBA player evaluation in 2010-11 regular seasons, we demonstrate the effectiveness and advantages of the proposed decision model. |
Year | DOI | Venue |
|---|---|---|
2013 | 10.1109/HICSS.2013.49 | HICSS |
Keywords | Field | DocType |
conventional skyline operator,mcdm,multicriteria decision making,database context,new decision model,continuous t-skyline maintenance,novel dynamic skyline operation,multidimensional decision tables,decision making,tolerant skyline operation,multi-dimensional decision table,preference-ordered value,decision tables,complex human preference,preference relation,preference-ordered values,dynamic preference model,sport,decision support systems,skyline operation,multicriteria decision support system,convention-al skyline operator,multicriteria decision support,preference intensity,dynamic skyline operation,nba player evaluation | Skyline,Data mining,Mathematical optimization,Decision table,Multiple-criteria decision analysis,Optimal decision,Computer science,Decision support system,Operator (computer programming),Decision model,Maintenance engineering,Management science | Conference |
ISSN | ISBN | Citations |
1530-1605 E-ISBN : 978-0-7695-4892-0 | 978-0-7695-4892-0 | 1 |
PageRank | References | Authors |
0.35 | 15 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Junyi Chai | 1 | 213 | 12.09 |
| James N. K. Liu | 2 | 529 | 44.35 |
| man lung yiu | 3 | 2436 | 109.78 |
| Hongwei Wang | 4 | 78 | 13.92 |
| Anming Li | 5 | 5 | 1.47 |