Service Notification Platform Address Occupancy Data Standardization
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Solution Overview
Problem
Service providers face inefficiencies in notifying users due to conflicting and outdated information about physical addresses and their occupants, leading to wastage of network and computing resources by sending notifications to entities that do not have access to the associated infrastructure.
Innovation Solution
A service notification platform aggregates and standardizes address-occupant pairs, discards duplicates, and selects the most accurate occupant associations using weighted scoring and machine learning techniques to refine the data, ensuring notifications are only sent to those with access to the relevant infrastructure.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If service providers send notifications to all entities at physical addresses using general notification strategies, then coverage of potential users is improved, but network and computing resources are wasted by notifying entities without access to infrastructure
Solution Approach 1:
The system performs preliminary actions by aggregating and standardizing address-occupant data before sending notifications. It pre-processes the data to identify which occupants have access to the required infrastructure, so that notification resources are not wasted on ineligible entities. This advance preparation resolves the contradiction by ensuring efficient resource use while maintaining comprehensive coverage.
Solution Approach 2:
The system enables self-service by using automatically updated address-occupant data from multiple sources to determine notification eligibility. Rather than requiring manual verification of each recipient's infrastructure access, the system autonomously identifies suitable recipients based on standardized data, improving efficiency without wasting resources on inappropriate targets.
2Quantity of substance
If service providers use multiple source devices for address information, then data completeness is improved, but data accuracy deteriorates due to conflicting and outdated information
Solution Approach 1:
The system extracts and standardizes address-occupant data from multiple source devices, separating the valuable information from the noise of conflicting data. By applying standardization rules and weighting mechanisms, it extracts the most accurate occupancy information while discarding duplicates and inconsistencies, thus maintaining data completeness while improving accuracy.
Solution Approach 2:
The system changes the parameters of the collected data by applying standardization transformations and weighting factors. It converts raw address-occupant data from multiple sources into a standardized format with confidence scores, transforming incomplete and conflicting information into reliable, actionable data that resolves the accuracy-completeness contradiction.
3Productivity
If service providers send notifications to all occupants at a physical address, then user coverage is improved, but notification relevance deteriorates when occupants lack infrastructure access
Solution Approach 1:
The system performs preliminary filtering of the address-occupant data to identify which occupants have access to the required infrastructure before sending notifications. This advance identification ensures that notifications are only sent to relevant recipients, maintaining high user coverage among eligible individuals while eliminating irrelevant notifications that would waste resources and reduce overall efficiency.
Data Source
AI summary
A platform may receive a first set of address-occupant pairs from a plurality of source devices, wherein the first set of address-occupant pairs comprises identifications of physical addresses and identifications of occupants. The platform may detect an identification of a physical address that is associated with identifications of a plurality of the occupants. The platform may select, for the physical address, one of the identifications of the plurality of occupants to maintain association with the identification of the physical address. The platform may aggregate infrastructure information with the second set of address-occupant pairs, wherein the infrastructure information indicates one or more services available to be provided at one or more of the physical addresses. The platform may perform one or more actions based on identifying the one or more services available to be provided at one or more of the physical addresses.