Archive On-Line Analysis and Mining Functional Area
Description
'Archive On–Line Analysis and Mining' provides advanced data analysis, summarization, and mining features that facilitate discovery of information, patterns, and correlations in large data sets. Multidimensional analysis, selective summarization and expansion of data details, and many other advanced analysis services may be offered. Complex performance measures that are derived from multiple data sources may also be produced.
Included In
Functional Requirements
| ID | Requirement |
|---|---|
| 01 | The center shall respond to requests for archive data from center users. |
| 02 | The center shall provide the capability to perform activities such as data mining, data fusion, summarizations, aggregations, and recreation from archive data. This may include multidimensional analysis, selective summarization and expansion of data details, and many other advanced analysis services. |
| 03 | The center shall collect regional data from data distribution centers. |
| 04 | The center shall respond to users systems requests for a catalog of the archived data analysis products available. |
| 05 | The center shall be capable of processing vehicle probe data into transportation network performance measures. |
| 06 | The center shall be capable of processing vehicle probe data to support infrastructure conditions monitoring performed by Archived Data User Systems including maintenance and construction management centers. |
| 07 | The center shall be capable of processing vehicle probe data to determine roadway environmental conditions for non operational uses such as maintenance planning and research. |