Name
Title | ||
|---|---|---|
Visual Support for Text Information Retrieval Based on Matrix's Singular Value Decomposition |
Abstract | ||
|---|---|---|
This paper presents our prototype visualization system for text information retrieval and its technical details on algorithm design. This system supports the user to construct an initial query type and further refine the query by visual interaction. Visualization of text information retrieval is one of the attractive research areas in the information retrieval. There are many mathematical algorithms used for information retrieval. In this paper, we will investigate an approach to construct visual representations based on Singular Value Decomposition (SVD) of matrix and implement visual interfaces using Java. Experimental results show the feasibility of the proposed approach. The ideas in this approach can also be helpful in other visualization environments. |
Year | DOI | Venue |
|---|---|---|
2000 | 10.1109/WISE.2000.882411 | WISE |
Keywords | Field | DocType |
text information retrieval,singular value decomposition,visual interaction,information retrieval,visual representation,visual interface,prototype visualization system,initial query type,visualization environment,visual support,data visualisation,mathematics,database management,visual system,data visualization,matrix decomposition,matrices,java,graphical user interfaces,text analysis,information management,prototypes,algorithm,computer graphics,visualization,algorithm design | Data mining,Human–computer information retrieval,Query expansion,Information retrieval,Information visualization,Computer science,Visual analytics,Document retrieval,Vector space model,Concept search,Database,Visual Word | Conference |
ISBN | Citations | PageRank |
0-7695-0577-5-1 | 4 | 0.58 |
References | Authors | |
6 | 4 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jingyu Hou | 1 | 181 | 16.93 |
| Yanchun Zhang | 2 | 3059 | 284.90 |
| Jinli Cao | 3 | 517 | 45.22 |
| Wei Lai | 4 | 4 | 0.58 |