AWV Core Ontology Structure for Rural Appalachia

A comprehensive healthcare data system designed for telephonic Annual Wellness Visits in rural Appalachia, enabling better care coordination, patient outreach, and improved health outcomes.

AWV Core Ontology Structure

AWV Ontology
functions as
Digital Twin

AWV Ontology
consists of
Semantic Layer

AWV Ontology
consists of
Kinetic Layer

AWV Ontology
consists of
Dynamic Layer

Node Details

Click on a node to see its details.

Semantic Elements

Semantic Layer
contains
Object Types

Semantic Layer
contains
Properties

Semantic Layer
contains
Link Types


Object Types
define
Entities

Object Types
define
Events

Object Types
correspond to
Schema Definitions

Object Types
analogous to
Datasets


Properties
characterize
Object Types

Properties
provide
Additional Information

Properties
analogous to
Dataset Columns


Link Types
establish
Relationships

Link Types
connect
Different Object Types

Link Types
enable
Complex Data Interconnections


Objects
instantiate
Object Types

Objects
linked by
Properties

Objects
represent
Real-World Entities

Objects
analogous to
Dataset Rows

Kinetic Elements

Kinetic Layer
contains
Action Types

Kinetic Layer
contains
Functions


Action Types
enable
Data Capture

Action Types
orchestrate
Decision-Making Processes

Action Types
define
Object Modifications

Action Types
connect to
Existing Systems


Functions
provide
Business Logic

Functions
evolve
Arbitrary Complexity

Functions
process
Object Data


Interfaces
describe
Object Type Shape

Interfaces
provide
Object Type Polymorphism

Interfaces
enable
Consistent Modeling

Implementation Architecture

Operational Layer
connects
Digital Assets

Operational Layer
sits on top of
Datasets

Operational Layer
sits on top of
Models


Backend Services
support
AWV Ontology

Backend Services
include
Object Storage V1

Backend Services
include
Object Storage V2

Backend Services
include
Object Set Service


Object Storage V1
indexes
Object Data

Object Storage V1
manages
Information

Object Storage V1
maintains
Security Model


Object Storage V2
scales
Horizontally

Object Storage V2
separates
Indexing Subsystem

Object Storage V2
separates
Querying Subsystem


Object Set Service
serves
Ontology Reads

Object Set Service
enables
Searching

Object Set Service
enables
Filtering

Object Set Service
enables
Aggregating

Object Set Service
enables
Loading Objects

Functional Capabilities

AWV Ontology
facilitates
Better Decision-Making

AWV Ontology
creates
Common Vocabulary

AWV Ontology
unifies
Disparate Data Sources

AWV Ontology
enables
User Collaboration


Dynamic Metadata Service
allows
Ontology Element Creation

Dynamic Metadata Service
allows
Ontology Element Modification

Dynamic Metadata Service
allows
Ontology Element Deprecation


Object Function Service
defines
Functions Against Object Classes

Object Function Service
embeds
ML Models

Object Function Service
embeds
Arbitrary Logic


Object Action Service
defines
Object Change Methods

Object Action Service
standardizes
Object Modifications


Security Framework
protects
Object Data

Security Framework
provides
Access Controls

Security Framework
standardizes
Security Requirements

Real-World Applications

AWV Ontology
applied to
Healthcare Environment

AWV Ontology
applied to
Retail Operations

AWV Ontology
applied to
Financial Services

AWV Ontology
applied to
Public Sector Data

AWV Ontology
applied to
Supply Chain Management


Semantic Search
leverages
Vector Properties

Semantic Search
utilizes
K-nearest Neighbors Functions

Search Accuracy

AWV Applications for Rural Appalachia

Patient Outreach

Identify patients due for Annual Wellness Visits and prioritize outreach based on risk factors, distance to healthcare facilities, and past engagement.

Telehealth Coordination

Manage telehealth AWV appointments for patients with transportation barriers or in remote areas with limited healthcare access.

Care Gap Analysis

Identify care gaps across patient populations in rural Appalachia and prioritize interventions based on clinical impact and resource constraints.

Social Determinants

Track social determinants of health specific to rural Appalachian communities and connect patients with appropriate community resources.

Medication Management

Monitor medication adherence and identify barriers specific to rural populations, such as pharmacy access or affordability concerns.

Provider Workflows

Optimize care team workflows for telephonic AWVs to maximize efficiency and ensure comprehensive health assessments.