System and method for querying data
In one embodiment, a method includes maintaining, by a computer system, a plurality of data and at least one classification for each of the plurality of data. Each data of the plurality of data is aggregated from a plurality data sources and is abstracted into one or more of a plurality of standardized formats based on a type of the data. The computer system has executing thereon a plurality of classification engines. The plurality of classification engines include an a priori classification engine, an a posteriori classification engine, and a heuristics engine. Each at least one classification is generated by one of the plurality of classification engines. In addition, the method includes receiving query input from a user. Further, the method includes querying at least a portion of the plurality of data responsive to the query input.
1. A method comprising:
maintaining, by a computer system comprising at least one server computer, a plurality of data and at least one classification for each of the plurality of data;
wherein each data of the plurality of data is aggregated from a plurality data sources and is abstracted into one or more of a plurality of standardized formats based on a type of the data;
wherein the computer system has executing thereon a plurality of distinct classification engines, the plurality of distinct classification engines comprising:
an a priori classification engine that is configured to classify data based on a set of user-specified classification rules;
an a posteriori classification engine that is configured to classify data based on one or more probabilistic algorithm, wherein the one or more probabilistic algorithm is based on statistical analysis of collected data and multiple attributes associated with the collected data;
wherein the posteriori classification engine is further configured to reclassify the previously classified data in response to a determination that the previously classified data was not correctly classified; and
a heuristics engine that is configured to determine whether a plurality of characteristics are associated with the data and response to a positive determination, classify data based on metadata associated with the data;
wherein each said at least one classification is performed by one of the plurality of distinct classification engines at a time of data collection and prior to storing the data in a database;
receiving, by the computer system, query input from a user in accordance with at least one standardized format of the plurality of standardized formats; and
querying, by the computer system, at least a portion of the plurality of data responsive to the query input.
2. The method of claim 1 , wherein the querying comprises:
formatting one or more queries based on the query input;
receiving one or more user credentials from the user;
validating the user based at least in part on the user credentials;
attaching user permissions to the one or more queries; and
retrieving data of the plurality of data that satisfies the one or more queries.
3. The method of claim 2 , comprising determining whether the user has permission to access the retrieved data.
4. The method of claim 3 , wherein the receiving comprises receiving from the user at least one of:
a set of one or more search parameters; and
a text-based query.
5. The method of claim 3 , comprising, responsive to a determination that the user has permission to access the retrieved data, providing the user with access to the retrieved data.
6. The method of claim 3 , wherein:
the maintaining comprises maintaining a plurality of query packages, each query package specifying at least one query and at least one data visualization of queried data; and
the receiving comprises receiving a selection of one of the plurality of query packages.
7. The method of claim 6 , comprising, responsive to a determination that the user has permission to access the retrieved data:
generating the at least one data visualization; and
providing the at least one data visualization to the user.
8. The method of claim 6 , wherein the maintaining comprises maintaining a list of query packages for each of a plurality of users.
9. The method of claim 8 , comprising allowing the user to share a particular query package with another user.
10. The method of claim 1 , wherein the at least a portion of the plurality of data relates to communications of users.
11. An information handling system comprising:
a computer processor, wherein the computer processor is operable to implement a method comprising:
maintaining a plurality of data and at least one classification for each of the plurality of data;
wherein each data of the plurality of data is aggregated from a plurality data sources and is abstracted into one or more of a plurality of standardized formats based on a type of the data;
wherein the information handling system has executing thereon a plurality of distinct classification engines, the plurality of distinct classification engines comprising:
an a priori classification engine that is configured to classify data based on a set of user-specified classification rules;
an a posteriori classification engine that is configured to classify data based on one or more probabilistic algorithm, wherein the one or more probabilistic algorithm is based on statistical analysis of collected data and multiple attributes associated with the collected data;
wherein the posteriori classification engine is further configured to reclassify the previously classified data in response to a determination that the previously classified data was not correctly classified; and
a heuristics engine that is configured to determine whether a plurality of characteristics are associated with the data and response to a positive determination, classify data based on metadata associated with the data;
wherein each said at least one classification is performed by one of the plurality of distinct classification engines at a time of data collection and prior to storing the data in a database;
receiving query input from a user in accordance with at least one standardized format of the plurality of standardized formats; and
querying at least a portion of the plurality of data responsive to the query input.
12. The information handling system of claim 11 , wherein the querying comprises:
formatting one or more queries based on the query input;
receiving one or more user credentials from the user;
validating the user based at least in part on the user credentials;
attaching user permissions to the one or more queries; and
retrieving data of the plurality of data that satisfies the one or more queries.
13. The information handling system of claim 12 , comprising determining whether the user has permission to access the retrieved data.
14. The information handling system of claim 13 , wherein the receiving comprises receiving from the user at least one of:
a set of one or more search parameters; and
a text-based query.
15. The information handling system of claim 13 , comprising, responsive to a determination that the user has permission to access the retrieved data, providing the user with access to the retrieved data.
16. The information handling system of claim 13 , wherein:
the maintaining comprises maintaining a plurality of query packages, each query package specifying at least one query and at least one data visualization of queried data; and
the receiving comprises receiving a selection of one of the plurality of query packages.
17. The information handling system of claim 16 , comprising, responsive to a determination that the user has permission to access the retrieved data:
generating the at least one data visualization; and
providing the at least one data visualization to the user.
18. The information handling system of claim 16 , wherein the maintaining comprises maintaining a list of query packages for each of a plurality of users.
19. The information handling system of claim 18 , comprising allowing the user to share a particular query package with another user.
20. A non-transitory computer-program product comprising a computer-usable medium having computer-readable program code embodied therein, the computer-readable program code adapted to be executed to implement a method comprising:
maintaining, by a computer system comprising at least one server computer, a plurality of data and at least one classification for each of the plurality of data;
wherein each data of the plurality of data is aggregated from a plurality data sources and is abstracted into one or more of a plurality of standardized formats based on a type of the data;
wherein the computer system has executing thereon a plurality of distinct classification engines, the plurality of distinct classification engines comprising:
an a priori classification engine that is configured to classify data based on a set of user-specified classification rules;
an a posteriori classification engine that is configured to classify data based on one or more probabilistic algorithm, wherein the one or more probabilistic algorithm is based on statistical analysis of collected data and multiple attributes associated with the collected data; and
wherein the posteriori classification engine is further configured to reclassify the previously classified data in response to a determination that the previously classified data was not correctly classified; and
a heuristics engine that is configured to determine whether a plurality of characteristics are associated with the data and response to a positive determination, classify data based on metadata associated with the data;
wherein each said at least one classification is performed by one of the plurality of distinct classification engines at a time of data collection and prior to storing the data in a database;
receiving, by the computer system, query input from a user in accordance with at least one standardized format of the plurality of standardized formats; and
querying, by the computer system, at least a portion of the plurality of data responsive to the query input.