Name
Title | ||
|---|---|---|
Why the Information Explosion Can Be Bad for Data Mining, and How Data Fusion Provides a Way Out |
Abstract | ||
|---|---|---|
this paper we position data fusion as both a key enabling technology and an interesting research topic for data mining. A fair amount of work has been done on data fusion over the past 30 years, but primarily outside the knowledge discovery community. We would like to share and summarize the main approaches taken so far from a data mining perspective (section 2). A case study from database marketing serves as a clarifying example (section 3). We conclude with a discussion of some the... |
Year | Venue | Keywords |
|---|---|---|
2002 | SIAM PROCEEDINGS SERIES | data fusion,data mining,knowledge discovery |
Field | DocType | Citations |
Media consumption,Data science,Data mining,Broadcasting,Data stream mining,Computer science,Database marketing,Mass media,Knowledge extraction,Information explosion,Market research | Conference | 3 |
PageRank | References | Authors |
0.43 | 3 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Peter Van Der Putten | 1 | 72 | 8.84 |
| Joost N. Kok | 2 | 1429 | 121.49 |
| Amar Gupta | 3 | 4 | 1.14 |