Abstract: A facility for defining a distinguished segment of individuals within a population of individuals is described. The facility displays a prompt for user input specifying a natural-language characterization of a segment membership criterion for identifying individuals who are members of the distinguished segment. The facility then receives, in response to the displayed prompt, user input specifying a natural-language characterization of a segment membership criterion for identifying individuals who are members of the distinguished segment.

Abstract: A facility for populating a segment from a population of individuals is described. The facility accesses two or more fact tables, each containing data about attributes of a number of users who are members of a number of arbitrary user groups. The facility generates a number of column chunks from each fact table. Each column chunk contains data about a single attribute of users that are members of a single arbitrary user group. The facility applies a segment membership test that tests particular user attributes to each arbitrary user groups in turn. In doing so, the facility collects the generated column chunks that contain data about attributes of users that are members of the current arbitrary user group tested by the segment membership test. The facility applies the segment membership test to the collected column chunks to identify individuals within the arbitrary user group that satisfy the segment membership test.

Abstract: A process for automating data mining operations by defining data objects including one or more database table objects and storing the data objects in a metadata store maintained in a computer storage. Data manipulation operations on the meta data objects are defined and descriptions of the data manipulation operations associated with the data objects as metadata stored in the metadata store. A data execution component accesses the data manipulation operations and sequentially performs data manipulations operations on data within the database tables corresponding to the database table objects.

Abstract: A method, system and computer-readable medium for analyzing interaction or usage data, such as for customers, is described. The interaction or usage data may be stored in log files and supplemented with data from other sources. Various data parsing information may be defined and used as part of the analysis, such as by using customer-specific information to identify various occurrences of interest. For example, when analyzing a customer's web site interaction data, the parser component can use data defining customer-specific types of web site events of interest. Such high-level types of occurrences can be specified in a variety of ways, such as by using a combination of a logical web site, one or more URIs corresponding to web pages, and/or one or more query strings. The data parsing information may also specify a mapping of actual web sites to one or more logical sites.

Abstract: A method, system and computer-readable medium for analyzing interaction or usage data, such as for customers, is described. The interaction or usage data may be stored in log files and supplemented with data from other sources. Various data parsing information may be defined and used as part of the analysis, such as by using customer-specific information to identify various occurrences of interest. For example, when analyzing a customer's web site interaction data, the parser component can use data defining customer-specific types of web site events of interest. Such high-level types of occurrences can be specified in a variety of ways, such as by using a combination of a logical web site, one or more URIs corresponding to web pages, and/or one or more query strings. The data parsing information may also specify a mapping of actual web sites to one or more logical sites.

Abstract: A method and system for importing data into a data store in accordance with metadata. The import system provides metadata that specifies how the import data for various types of import sources is to be imported into the data store. The import sources may be categorized according to the type of data provided by the import sources. When the import system receives the import data from the import source, it identifies the type of import source and retrieves the metadata defined for that type of import source. The import system then imports the received import data into the data store in accordance with the retrieved metadata.

Abstract: A method, system and computer-readable medium for analyzing interaction or usage data, such as for customers, is described. The interaction or usage data may be stored in log files and supplemented with data from other sources. Various data parsing information may be defined and used as part of the analysis, such as by using customer-specific information to identify various occurrences of interest. For example, when analyzing a customer's web site interaction data, the parser component can use data defining customer-specific categories of web pages. Such high-level types of occurrences can be specified in a variety of ways, such as by using a combination of a logical web site, one or more URIs corresponding to web pages, and/or one or more query strings. The data parsing information may also specify a mapping of actual web sites to one or more logical sites.

Abstract: A diagnostic imaging system includes a Compton camera (14) disposed on a gantry (16). The camera (14) includes linear detectors (30a, 30b) for detecting radiation emanating from a subject to be imaged. A data processor (32) collects and processes radiation data in accordance with the detected radiation. Position and energy resolving circuitry (34) determines positions and energy deposited by photons striking the detectors. A cone projection generator (40) generates cone projection data or cone integrals based on the collected data which determine a possible location of a gamma source of the detected radiation. A conversion processor (41) converts the cone projection data into plane projection data. The conversion processor (41) includes a line integral processor (42) which determines line integrals representing the cone projection data and applies a spherical harmonic expansion to the line integrals.

Abstract: A SPECT system includes a Compton camera (14) disposed on a gantry (16). The camera (14) includes linear detectors (30a, 30b) operating without mechanical collimation for detecting radiation emanating from a subject to be imaged. A data processor (22) collects and processes radiation data in accordance with the detected radiation. Position and energy resolving circuitry (24) determines positions and energy deposited by photons striking the detectors. A projection generator (34) generates divergent projections or V-projections based on the collected data which determine a possible location of a gamma source of the detected radiation. A conversion processor (36) converts the V-projections into parallel projection data such as a Radon transformation. A reconstruction processor (38) reconstructs an image representation of a region of interest from the subject from the parallel projection data using filtered back projection.