INFORMATION PROCESSOR, INFORMATION PROCESSING METHOD, AND PROGRAM

• Main Author: KOSAKA HIROYUKI
• Format: Patent
• Language: English; Japanese
• Published: 18.01.2023
• Subjects: CALCULATING; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

To provide an information processor, an information processing method, and a program capable of automating and improving accuracy of store sales prediction using an area mesh statistical value, a station statistical value, and geographic information.SOLUTION: An information processor according to an aspect of the present invention includes: an area mesh statistical value/geographic information acquisition unit that acquires an area mesh statistical value, a station statistical value, and geographic information by inputting store longitude and latitude; a distribution/aggregation unit that sets a plurality of interpolation points in a store location point and a surrounding area mesh thereof or a station mesh, allocates the statistic values to the interpolation points, and automatically aggregates the statistic values assigned to the interpolation points in an aggregation area in consideration of a competitive store; a determination unit that determines a geographic business environment based on the aggregated values; a sales prediction model generation unit that identifies a sales prediction model for an existing store by a machine learning method or a statistical method for each geographic business environment; and a sales prediction unit that outputs a sales prediction forecast value using the sales prediction model of the geographic business environment determined for a target store.SELECTED DRAWING: Figure 3 【課題】地域メッシュ統計値と駅統計値及び地理情報を用いた店舗売上予測の自動化と精度向上をさせることの可能な情報処理装置、情報処理方法、及びプログラムを提供する。【解決手段】本発明の一態様に係る情報処理装置は、店舗の経度及び緯度の入力により、地域メッシュ統計値と駅統計値及び地理情報を取得する地域メッシュ統計値・地理情報取得部と、店舗立地点とその周辺の地域メッシュ又は駅メッシュ内に複数の補間点を設定し、補間点に統計値を割り当て、競合店舗を考慮して集計領域内の補間点に割り当てられた統計値を自動集計する配分・集計部と、集計値により地理ビジネス環境を判定する判定部と、既存店舗に対し地理ビジネス環境別に機械学習手法又は統計学的手法により売上予測モデルを特定化する売上予測モデル生成部と、対象店舗に対し判定された地理ビジネス環境の売上予測モデルを用いて売上予測値を出力する売上予測部と、を備える。【選択図】図３