To provide a teacher data generation device, a gate setting learning system, a teacher data generation method, and a teacher data generation program that can efficiently generate teacher data used for machine learning for setting a passage regulating state of each of a plurality of gate devices.SOLUTION: A teacher data generation device 41 comprises: a passage state acquisition unit 411 acquiring a passage regulation state of each of a plurality of automatic ticket gates 1; a congestion degree detection unit 412 detecting congestion degree of users around the plurality of automatic ticket gates 1 in the passage regulation state; a congestion determination unit 413 determining whether the congestion degree exceeds a threshold value; a congestion time calculation unit 414 calculating congestion total time indicating a sum of time when the congestion degree exceeds the threshold value during a predetermined period; and a teacher data generation unit 415 generating teacher data in which the passage regulation state and the congestion total time are associated with each other.SELECTED DRAWING: Figure 6
【課題】複数のゲート装置それぞれの通路規制状態を設定するための機械学習に用いられる教師データを効率的に生成することが可能な教師データ生成装置、ゲート設定学習システム、教師データ生成方法、及び教師データ生成プログラムを提供する。【解決手段】教師データ生成装置41は、複数の自動改札機1それぞれの通路規制状態を取得する通路状態取得部411と、前記通路規制状態の複数の自動改札機1の周辺の利用者の混雑度を検出する混雑度検出部412と、前記混雑度が閾値を超えるか否かを判定する混雑判定部413と、所定期間のうち前記混雑度が前記閾値を超える時間の合計を示す混雑合計時間を算出する混雑時間算出部414と、前記通路規制状態と前記混雑合計時間とを関連付けた教師データを生成する教師データ生成部415とを備える。【選択図】図6
TEACHER DATA GENERATION DEVICE, GATE SETTING LEARNING SYSTEM, TEACHER DATA GENERATION METHOD, AND TEACHER DATA GENERATION PROGRAM
教師データ生成装置、ゲート設定学習システム、教師データ生成方法、及び教師データ生成プログラム
2020-08-13
Patent
Electronic Resource
Japanese
IPC: | G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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