Store Closure Inspection Improvement and Prevention of Duplicate POI Creation for New Stores

Loplat Cook - 2021.3 - 2021.4 (2months)

Enhanced Loplat SDK recognition accuracy and automated the store closure inspection process to eliminate manual reporting through external platforms. Additionally, improved the POI management logic to prevent duplicate store entries during new store data collection, resulting in more reliable location data and streamlined operational workflows.

AndroidJavaKotlin

Store Closure Inspection Improvement

Background

To improve the Loplat SDK’s recognition performance and address the inconvenience of the existing store closure inspection process (such as reporting closures through external chat platforms and the lack of automation in inspections), automation was requested.

Responsibilities

Android: Design and develop feature (100%)

Architecture

Prevention of Duplicate POI Creation for New Stores

Background

During new store data collection, duplicate stores were frequently created because already collected stores were sometimes recognized as new locations, making it necessary to improve this functionality.

Responsibilities

Android: Design and develop feature (100%)

Architecture

Criteria for Selecting Duplicate Stores

Among the Search Place Engine results (A) and the SDK location recognition results (B), the store with the highest priority is selected. B represents the union of the place and nearbys results from recognition.

if (A.size() > 0 && B.size() > 0) {
    if (/* a store in A has the same branch name */) {
        // Select the store closest to the specified location
    } else {
        if (/* a store in B matches one in A */) {
            // Select the store with the highest similarity
        } else {
            if (/* a store in the SDK recognition result has an "IN" determination */) {
                // Select the store with the highest similarity
            } else {
                // Select the store closest to the specified location among A and B
            }
        }
    }
} else if (A.size() > 0 && B.size() == 0) {
    if (/* a store in A has the same branch name */) {
        // Select the store closest to the specified location
    } else {
        // Select the store closest to the specified location in A
    }
} else if (A.size() == 0 && B.size() > 0) {
    if (/* a store in B has the same store name */) {
        if (/* a store in B has the same branch name */) {
            // Select the store with the highest similarity
        } else {
            // Select the store with the highest similarity
        }
    } else {
        if (/* a store within 300m of the specified location exists */) {
            // Select the store with the highest similarity
        } else {
            // Select the store with the highest similarity
        }
    }
} else {
    // pass
}

Store Closure Inspection Improvement and Prevention of Duplicate POI Creation for New Stores