Syntactic tagging in a domain-specific context

• US 10,204,151 B2
• Filed: 06/10/2015
• Issued: 02/12/2019
• Est. Priority Date: 03/15/2013
• Status: Active Grant

• Current Assignee: Locus LP
• Original Assignee: Locus LP
• Inventors: Riggs, Rory, Beetham, Peter, Gocal, Greg
• Primary Examiner(s): Waldron, Scott A.
• Application Number:
  US14/736,262
• Publication Number:
  US 20150310089A1
• Time in Patent Office: 1,343 Days
• CPC Class Codes: G06F 16/00 Information retrieval; Database structures therefor; File system structures therefor
• CPC Class Codes: G06F 16/21 Design, administration or maintenance of databases
• CPC Class Codes: G06F 16/2291 User-Defined Types; Storage management thereof
• CPC Class Codes: G06F 16/2358 Change logging, detection, and notification replication G06F16/27
• CPC Class Codes: G06F 16/2365 Ensuring data consistency and integrity
• CPC Class Codes: G06F 16/2379 Updates performed during online database operations; commit processing
• CPC Class Codes: G06F 16/245 Query processing
• CPC Class Codes: G06F 16/24575 using context
• CPC Class Codes: G06F 16/248 Presentation of query results
• CPC Class Codes: G06F 16/282 Hierarchical databases, e.g. IMS, LDAP data stores or Lotus Notes
• CPC Class Codes: G06F 16/283 Multi-dimensional databases or data warehouses, e.g. MOLAP or ROLAP
• CPC Class Codes: G06F 16/285 Clustering or classification
• CPC Class Codes: G06F 16/287 Visualization; Browsing
• CPC Class Codes: G06F 16/29 Geographical information databases
• CPC Class Codes: G06F 16/9024 Graphs; Linked lists G06F16/9027 takes precedence
• CPC Class Codes: G06F 16/9535 Search customisation based on user profiles and personalisation
• CPC Class Codes: G06F 16/9554 by using bar codes
• CPC Class Codes: G06Q 40/06 Asset management; Financial planning or analysis

Abstract

This application relates generally to defining a domain-specific syntax characterizing a functional information system and performing operations on data entities represented by the domain-specific syntax, including defining a domain-specific syntax, receiving and storing a domain-specific data entity, assigning a syntactic tag to the domain-specific data entity, and electronically storing the tag assigned to the data entity in the electronic data store so that the tag is logically linked to the stored data entity.

Claims

1. A method for computationally determining navigational associations within an n-dimensional database, the method comprising:

electronically storing a set of data entities in a database system, wherein the data entities represent elements of a biological system;

wherein one or more elements of the biological system comprise an organ system, a tissue, a cell, a genetic sequence, or a component thereof serving a common function;

electronically storing a computerized representation of a biological system syntax, wherein the biological system syntax can be an input to an algorithm executed on a computer processor to validate or generate a finite combination of the data entities;

electronically assigning syntactic tags to the data entities in a logical data model based on biological attributes of the elements of the biological system represented by the data entities;

wherein the logical data model comprises at least two fields ordered by a set of interrelationships among at least two elements of the biological system, the interrelationships corresponding to functional properties in a biological domain, and wherein the biological attributes comprise type, position, or expression of one or more elements of the biological system;

wherein one or more of the data entities represent one or more nodes or a property of a set of nodes, wherein a node represents a syntactic tag that has a range of values represented as coordinates in n-dimensional space with successive specialization of the functional properties as represented in the logical data model, wherein specialization is represented by a position of a tag in the syntactic structure;

wherein a set of connections among the nodes represents a set of the interrelationships corresponding to functional properties in the biological domain;

wherein the syntax describes a dimension in the n-dimensional space associated with a set of the elements of the biological system, wherein the finite combination of data entities describes a dimension which consists of regions and subregions within the n-dimensional space;

algorithmically identifying a set of syntactic positions in the n-dimensional space;

organizing and electronically storing the set of syntactic positions for use with a navigation function which identifies a set of associations among the nodes based on their locations in n-dimensional space, wherein the set of associations represent a plurality of the interrelationships corresponding to functional properties in the biological domain;

receiving an input query from a user, wherein the query corresponds to an attribute of the biological system; and

electronically traversing the n-dimensional space to retrieve a result regarding an element of the biological system.

2. The method of claim 1, further comprising:

executing the navigation function;

using a resultant set of associations among nodes as inputs to a comparison function which orders the set of associations; and

executing and storing the results of the comparison function to perform a set of modifications to the biological system.

3. The method of claim 1, wherein the finite combination of elements comprises two reference points and a connection between the reference points further comprising:

ordering the two or more reference points by the functional similarity of the reference points with respect to a third reference point, and

wherein the functional similarity of the reference points is ordered based on the relative locations of the reference points in n-dimensional space.

4. The method of claim 3, wherein functionally similar reference points in n-dimensional space have more common functional attributes than a plurality of an arbitrarily large set of random pairs of reference points.

5. The method of claim 1, further comprising:

constructing a visual representation of the n-dimensional space;

displaying one or more reference points based on functional attributes, tags, or interactions in the functional system; and

displaying the visual representation of the n-dimensional space comprising the result.

6. The method of claim 1, further comprising:

selecting one or more dimensions from the n-dimensional space to create a subset of the space; and

electronically calculating a similarity metric on the subset.

7. The method claim 1, further comprising:

adding one or more dimensions to the n-dimensional space to create a superset of the space; and

electronically calculating a similarity metric on the superset.

8. The method of claim 1, wherein a top-level domain represents the biological system, and a plurality of subdomains represent a plurality of the elements of the biological system.

9. The method of claim 1, wherein the data entities represent semantic units corresponding to elements of the biological system, further comprising:

electronically assigning tags representing syntactic categories to a plurality of semantic units;

selecting a first syntactic category;

electronically assigning tags representing syntactic category stages to a plurality of semantic units in the first syntactic category;

selecting a second syntactic category;

electronically assigning tags representing syntactic category stages to a plurality of semantic units in the second syntactic category,

wherein the syntactic categories and category stages comprise a stratified syntactic architecture; and

wherein the database electronically represents the stratified syntactic architecture, thereby enabling a computer processor to group the units based on their syntactic relationships.

10. The method of claim 1, further comprising normalizing the distribution of a value associated with the elements of the biological system, as determined by a computational test.

11. The method of claim 1, further comprising:

electronically storing a computerized representation of an economic system syntax, wherein the economic system syntax is provided as an input to a computer processor to algorithmically validate or generate finite combination of heterogeneous economic elements or their interrelationships;

identifying and tagging a plurality of interactions across the economic and biological systems; and

executing a comparison function with respect to a modified economic system.

12. A system for computationally determining navigational associations within an n-dimensional database, the system comprising:

a data storage device configured for;

electronically storing a set of data entities in a database system, wherein the data entities represent elements of a biological system;

wherein one or more elements of the biological system comprise an organ system, a tissue, a cell, a genetic sequence, or a component thereof serving a common function;

electronically storing a computerized representation of a biological system syntax, wherein the biological system syntax can be an input to an algorithm executed on a computer processor to validate or generate a finite combination of the data entities;

a computerized processor device configured for;

electronically assigning syntactic tags to the data entities in a logical data model based on biological attributes of the elements of the biological system represented by the data entities;

wherein the logical data model comprises at least two fields ordered by a set of interrelationships among at least two elements of the biological system, the interrelationships corresponding to functional properties in a biological domain, and wherein the biological attributes comprise type, position, or expression of one or more elements of the biological system;

wherein one or more of the data entities represent one or more nodes or a property of a set of nodes, wherein a node represents a syntactic tag that has a range of values represented as coordinates in n-dimensional space with successive specialization of the functional properties as represented in the logical data model, wherein specialization is represented by a position of a tag in the syntactic structure;

wherein a set of connections among the nodes represents a set of the interrelationships corresponding to functional properties in the biological domain;

wherein the syntax describes a dimension in the n-dimensional space associated with a set of the elements of the biological system, wherein the finite combination of data entities describes a dimension which consists of regions and subregions within the n-dimensional space;

algorithmically identifying a set of syntactic positions in the n-dimensional space;

organizing and electronically storing the set of syntactic positions for use with a navigation function which identifies a set of associations among the nodes based on their locations in n-dimensional space, wherein the set of associations represent a plurality of the interrelationships corresponding to functional properties in the biological domain;

receiving an input query from a user, wherein the query corresponds to an attribute of the biological system; and

electronically traversing the n-dimensional space to retrieve a result regarding an element of the biological system.

13. The system of claim 12, further comprising:

executing the navigation function;

using a resultant set of associations among nodes as inputs to a comparison function which orders the set of associations; and

executing and storing the results of the comparison function to perform a set of modifications to the biological system.

14. The system of claim 12, wherein the finite combination of elements comprises two reference points and a connection between the reference points further comprising:

ordering the two or more reference points by the functional similarity of the reference points with respect to a third reference point,

wherein the functional similarity of the reference points is ordered based on the relative locations of the reference points in n-dimensional space.

15. The system of claim 14, wherein functionally similar reference points in n-dimensional space have more common functional attributes than a plurality of an arbitrarily large set of random pairs of reference points.

16. The system of claim 12, further comprising:

constructing a visual representation of the n-dimensional space;

displaying one or more reference points based on functional attributes, tags, or interactions in the functional system; and

displaying the visual representation of the n-dimensional space comprising the result.

17. The system of claim 12, further comprising:

selecting one or more dimensions from the n-dimensional space to create a subset of the space; and

electronically calculating a similarity metric on the subset.

18. The system of claim 12, further comprising:

adding one or more dimensions to the n-dimensional space to create a superset of the space; and

electronically calculating a similarity metric on the superset.

19. The system of claim 12, wherein a top-level domain represents the biological system, and a plurality of subdomains represent a plurality of the elements of the biological system.

20. The system of claim 12, wherein the data entities represent semantic units corresponding to elements of the biological system, further comprising:

electronically assigning tags representing syntactic categories to a plurality of semantic units;

selecting a first syntactic category;

electronically assigning tags representing syntactic category stages to a plurality of semantic units in the first syntactic category;

selecting a second syntactic category;

electronically assigning tags representing syntactic category stages to a plurality of semantic units in the second syntactic category, and

wherein the syntactic categories and category stages comprise a stratified syntactic architecture, and

wherein the database electronically represents the stratified syntactic architecture, thereby enabling a computer processor to group the units based on their syntactic relationships.

21. The system of claim 12, further comprising normalizing the distribution of a value associated with the elements of the biological system, as determined by a computational test.

22. The system of claim 12, further comprising:

electronically storing a computerized representation of an economic system syntax, wherein the economic system syntax is provided as an input to a computer processor to algorithmically validate or generate a finite combination of heterogeneous economic elements or their interrelationships;

identifying and tagging a plurality of interactions across the economic and biological systems; and

executing a comparison function with respect to a modified economic system.