Systems and methods of using an artificially intelligent database management system and interfaces for mobile, embedded, and other computing devices

• US 10,534,779 B2
• Filed: 05/02/2016
• Issued: 01/14/2020
• Est. Priority Date: 08/08/2013
• Status: Active Grant

• Current Assignee: Jasmin Cosic
• Original Assignee: Jasmin Cosic
• Inventors: Cosic, Jasmin
• Primary Examiner(s): Wong, Lut
• Application Number:
  US15/144,714
• Publication Number:
  US 20160246868A1
• Time in Patent Office: 1,352 Days
• Field of Search: 706 46
• CPC Class Codes: G06F 16/21 Design, administration or maintenance of databases
• CPC Class Codes: G06F 16/2379 Updates performed during online database operations; commit processing
• CPC Class Codes: G06F 16/24575 using context
• CPC Class Codes: G06F 16/252 between a Database Management System and a front-end application
• CPC Class Codes: G06F 16/284 Relational databases
• CPC Class Codes: G06F 16/8358 Query translation
• CPC Class Codes: G06F 3/0481 based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
• CPC Class Codes: G06F 3/04842 Selection of displayed objects or displayed text elements G06F3/0482 takes precedence
• CPC Class Codes: G06F 3/167 Audio in a user interface, e.g. using voice commands for navigating, audio feedback
• CPC Class Codes: G06N 5/02 Knowledge representation; Symbolic representation
• CPC Class Codes: G06N 5/022 Knowledge engineering; Knowledge acquisition
• CPC Class Codes: G10L 15/26 Speech to text systems G10L15/08 takes precedence
• CPC Class Codes: G10L 21/10 Transforming into visible information

Abstract

The current disclosure generally relates to database management systems (DBMSs) and may be generally directed to methods and systems of using artificial intelligence (i.e. machine learning and/or anticipation functionalities, etc.) to learn a user'"'"'s use of a DBMS, store this “knowledge” in a knowledgebase, and anticipate the user'"'"'s future operating intentions. The current disclosure may also be generally directed to associative methods and systems of constructing DBMS commands. The current disclosure may also be generally directed to methods and systems of using a simplified DBMS command language (SDCL) for associative DBMS command construction. The current disclosure may also be generally directed to artificially intelligent methods and systems for associative DBMS command construction. The current disclosure may also be generally directed to methods and systems for associative DBMS command construction through voice input. Other methods, systems, features, elements and/or their embodiments are also disclosed.

Claims

1. A method implemented using a computing system that includes one or more processor circuits, the method comprising:

accessing a memory that stores at least a first plurality of instruction sets for performing one or more operations on a first database management system (DBMS) and a second plurality of instruction sets for performing one or more operations on the first DBMS, wherein at least a portion of the first plurality of instruction sets is learned in a first learning process and at least a portion of the second plurality of instruction sets is learned in a second learning process;

determining at least one instruction set of the second plurality of instruction sets based on at least partial match between a new one or more instruction sets and one or more instruction sets of the second plurality of instruction sets, or

receiving a selection of at least one instruction set of the second plurality of instruction sets;

at least in response to the determining or the receiving, executing the at least one instruction set of the second plurality of instruction sets in a temporal order in which the at least one instruction set of the second plurality of instruction sets are learned in the second learning process; and

performing, by the first DBMS or by a second DBMS, at least one operation defined by the at least one instruction set of the second plurality of instruction sets.

2. The method of claim 1, wherein the memory further stores at least a first knowledge cell and a second knowledge cell, and wherein the first knowledge cell includes the first plurality of instruction sets and the second knowledge cell includes the second plurality of instruction sets, and wherein the first knowledge cell is a data structure for storing, structuring, or organizing the first plurality of instruction sets and the second knowledge cell is a data structure for storing, structuring, or organizing the second plurality of instruction sets.

3. The method of claim 1, wherein the determining the at least one instruction set of the second plurality of instruction sets based on the at least partial match between the new one or more instruction sets and the one or more instruction sets of the second plurality of instruction sets includes:

determining that a number of at least partially matching portions of the new one or more instruction sets and portions of the one or more instruction sets of the second plurality of instruction sets exceeds a threshold number, or

determining that a percentage of at least partially matching portions of the new one or more instruction sets and portions of the one or more instruction sets of the second plurality of instruction sets exceeds a threshold percentage.

4. The method of claim 1, wherein the new one or more instruction sets include or are associated with a first one or more extra information, and wherein the one or more instruction sets of the second plurality of instruction sets include or are associated with a second one or more extra information, and wherein the determining the at least one instruction set of the second plurality of instruction sets based on the at least partial match between the new one or more instruction sets and the one or more instruction sets of the second plurality of instruction sets is further based on at least partial match between the first one or more extra information and the second one or more extra information.

5. The method of claim 1, wherein the selection of the at least one instruction set of the second plurality of instruction sets includes a user selection of the at least one instruction set of the second plurality of instruction sets via an input device.

6. The method of claim 1, wherein the selection of the at least one instruction set of the second plurality of instruction sets includes an automatic selection of the at least one instruction set of the second plurality of instruction sets, and wherein the automatic selection of the at least one instruction set of the second plurality of instruction sets is performed at least in response to an event or a state of an object.

7. The method of claim 1, wherein the first learning process includes operating the first DBMS at least partially by a user, and wherein the second learning process includes operating the first DBMS at least partially by the user.

8. The method of claim 1, wherein the first learning process includes operating the first DBMS at least partially by a first user, and wherein the second learning process includes operating the first DBMS at least partially by a second user.

9. The method of claim 1, wherein the first learning process includes creating, inserting, deleting, modifying, or manipulating an instruction set of the first plurality of instruction sets by a user, and wherein the second learning process includes creating, inserting, deleting, modifying, or manipulating an instruction set of the second plurality of instruction sets by the user.

10. The method of claim 1, wherein the first learning process includes creating, inserting, deleting, modifying, or manipulating an instruction set of the first plurality of instruction sets by a first user, and wherein the second learning process includes creating, inserting, deleting, modifying, or manipulating an instruction set of the second plurality of instruction sets by a second user.

11. The method of claim 1, wherein the second learning process includes:

creating, inserting, deleting, modifying, or manipulating a first instruction set of the second plurality of instruction sets by a first user, and

creating, inserting, deleting, modifying, or manipulating a second instruction set of the second plurality of instruction sets by a second user.

12. The method of claim 1, wherein the temporal order in which the at least one instruction set of the second plurality of instruction sets are learned in the second learning process includes an order of the at least one instruction set of the second plurality of instruction sets on a completion of the second learning process.

13. The method of claim 1, further comprising:

receiving the new one or more instruction sets.

14. The method of claim 1, further comprising:

presenting the at least one instruction set of the second plurality of instruction sets via an output device.

15. The method of claim 1, wherein the at least the portion of the first plurality of instruction sets learned in the first learning process includes:

one instruction set of the first plurality of instruction sets, multiple instruction sets of the first plurality of instruction sets, or all instruction sets of the first plurality of instruction sets, and wherein the at least the portion of the second plurality of instruction sets learned in the second learning process includes;

one instruction set of the second plurality of instruction sets, multiple instruction sets of the second plurality of instruction sets, or all instruction sets of the second plurality of instruction sets, and wherein an instruction set of the at least one instruction set of the second plurality of instruction sets is the same as an instruction set of the one or more instruction sets of the second plurality of instruction sets, or multiple instruction sets of the at least one instruction set of the second plurality of instruction sets are the same as multiple instruction sets of the one or more instruction sets of the second plurality of instruction sets, or all instruction sets of the at least one instruction set of the second plurality of instruction sets are the same as all instruction sets of the one or more instruction sets of the second plurality of instruction sets, or all instruction sets of the at least one instruction set of the second plurality of instruction sets are different than all instruction sets of the one or more instruction sets of the second plurality of instruction sets.

16. The method of claim 1, wherein elements of the computing system are included in:

a single device, or multiple devices, and wherein the one or more processor circuits include;

one or more computing circuits, or one or more electronic circuits, and wherein the memory includes;

a volatile memory, or a non-volatile memory, and wherein the first learning process and the second learning process use;

a same learning algorithm, or different learning algorithms, and wherein an instruction set of the first plurality of instruction sets includes at least one selected from the group comprising;

only one instruction, a plurality of instructions, one or more inputs, one or more commands, one or more DBMS commands, one or more computer commands, one or more structured query language (SQL) statements, one or more keywords, one or more operators, one or more variables, one or more values, one or more parameters, one or more objects or object references, one or more functions or function references, one or more user inputs, one or more user operating instructions, one or more representations of one or more user clicks, one or more representations of one or more user actions, one or more representations of one or more user actions on one or more graphical elements, one or more representations of one or more user actions on one or more physical elements, one or more codes, one or more data, and one or more information, and wherein an instruction set of the second plurality of instruction sets includes at least one selected from the group comprising;

only one instruction, a plurality of instructions, one or more inputs, one or more commands, one or more DBMS commands, one or more computer commands, one or more SQL statements, one or more keywords, one or more operators, one or more variables, one or more values, one or more parameters, one or more objects or object references, one or more functions or function references, one or more user inputs, one or more user operating instructions, one or more representations of one or more user clicks, one or more representations of one or more user actions, one or more representations of one or more user actions on one or more graphical elements, one or more representations of one or more user actions on one or more physical elements, one or more codes, one or more data, and one or more information, and wherein the at least one instruction set of the second plurality of instruction sets includes;

at least one instruction set for accessing an element of the first DBMS, at least one instruction set for creating an element of the first DBMS, at least one instruction set for altering an element of the first DBMS, at least one instruction set for deleting an element of the first DBMS, at least one instruction set for inserting an element into the first DBMS, at least one instruction set for searching an element of the first DBMS, at least one instruction set for sorting an element of the first DBMS, at least one instruction set for rearranging an element of the first DBMS, at least one instruction set for managing an element of the first DBMS, at least one instruction set for manipulating an element of the first DBMS, at least one instruction set for performing at least one operation on at least one element of the first DBMS, or at least one instruction set for performing at least one operation on the first DBMS, and wherein the first DBMS includes;

an Oracle DBMS, a Microsoft SQL Server DBMS, a MySQL DBMS, an IBM DB2 DBMS, a relational DBMS, an application that uses the first DBMS, an application that includes the first DBMS, a system that uses the first DBMS, a system that includes the first DBMS, an interface for the first DBMS, one or more databases, one or more data structures, or one or more elements that at least store data, and wherein the second DBMS includes;

an Oracle DBMS, a Microsoft SQL Server DBMS, a MySQL DBMS, an IBM DB2 DBMS, a relational DBMS, an application that uses the second DBMS, an application that includes the second DBMS, a system that uses the second DBMS, a system that includes the second DBMS, an interface for the second DBMS, one or more databases, one or more data structures, or one or more elements that at least store data.

17. One or more non-transitory machine readable media storing machine readable code that when executed by one or more processor circuits causes the one or more processor circuits to perform at least:

accessing a memory that stores at least a first plurality of instruction sets for performing one or more operations on a first database management system (DBMS) and a second plurality of instruction sets for performing one or more operations on the first DBMS, wherein at least a portion of the first plurality of instruction sets is learned in a first learning process and at least a portion of the second plurality of instruction sets is learned in a second learning process;

determining at least one instruction set of the second plurality of instruction sets based on at least partial match between a new one or more instruction sets and one or more instruction sets of the second plurality of instruction sets, or

receiving a selection of at least one instruction set of the second plurality of instruction sets; and

at least in response to the determining or the receiving, causing the first DBMS or a second DBMS to perform at least one operation defined by the at least one instruction set of the second plurality of instruction sets at least by causing an execution of the at least one instruction set of the second plurality of instruction sets, wherein the execution of the at least one instruction set of the second plurality of instruction sets is performed in a temporal order in which the at least one instruction set of the second plurality of instruction sets are learned in the second learning process.

18. The one or more non-transitory machine readable media of claim 17, wherein the execution of the at least one instruction set of the second plurality of instruction sets is performed by at least one selected from the group comprising:

the one or more processor circuits, another one or more processor circuits, the first DBMS, the second DBMS, and one or more other execution elements.

19. A system comprising:

a memory that stores at least a first plurality of instruction sets for performing one or more operations on a first database management system (DBMS) and a second plurality of instruction sets for performing one or more operations on the first DBMS, wherein at least a portion of the first plurality of instruction sets is learned in a first learning process and at least a portion of the second plurality of instruction sets is learned in a second learning process;

means for determining at least one instruction set of the second plurality of instruction sets based on at least partial match between a new one or more instruction sets and one or more instruction sets of the second plurality of instruction sets, or

means for receiving a selection of at least one instruction set of the second plurality of instruction sets; and

means for executing the at least one instruction set of the second plurality of instruction sets at least in response to the determining or the receiving, wherein the executing the at least one instruction set of the second plurality of instruction sets is performed in a temporal order in which the at least one instruction set of the second plurality of instruction sets are learned in the second learning process, and wherein the first DBMS or a second DBMS performs at least one operation defined by the at least one instruction set of the second plurality of instruction sets.

20. The system of claim 19, wherein the means for determining the at least one instruction set of the second plurality of instruction sets based on the at least partial match between the new one or more instruction sets and the one or more instruction sets of the second plurality of instruction sets includes one or more processor circuits, and wherein the means for receiving the selection of the at least one instruction set of the second plurality of instruction sets includes one or more processor circuits, and wherein the means for executing the at least one instruction set of the second plurality of instruction sets includes one or more processor circuits.