JP2003114968A - Customer movement line totaling device - Google Patents

Customer movement line totaling device

Info

Publication number
JP2003114968A
JP2003114968A JP2001306710A JP2001306710A JP2003114968A JP 2003114968 A JP2003114968 A JP 2003114968A JP 2001306710 A JP2001306710 A JP 2001306710A JP 2001306710 A JP2001306710 A JP 2001306710A JP 2003114968 A JP2003114968 A JP 2003114968A
Authority
JP
Japan
Prior art keywords
customer
merchandise
product
same
counted
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
JP2001306710A
Other languages
Japanese (ja)
Other versions
JP2003114968A5 (en
JP3974365B2 (en
Inventor
Kiyoshi Igari
潔 井狩
Kenji Yamashita
健児 山下
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Kao Corp
Original Assignee
Kao Corp
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Filing date
Publication date
Application filed by Kao Corp filed Critical Kao Corp
Priority to JP2001306710A priority Critical patent/JP3974365B2/en
Publication of JP2003114968A publication Critical patent/JP2003114968A/en
Publication of JP2003114968A5 publication Critical patent/JP2003114968A5/ja
Application granted granted Critical
Publication of JP3974365B2 publication Critical patent/JP3974365B2/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

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Abstract

PROBLEM TO BE SOLVED: To make sales floor analysis and sales floor merchandise display design more suitable for the movement of a customer by much more accurately grasping the movement of the customer in a sales floor. SOLUTION: The several number of times of visit at a merchandise display case by a customer is counted one with respect to the same merchandise classification such as the same merchandise category in order to prevent any excess counting. Thus, even when the same customer visits several times at the merchandise display case where the merchandise of the same classification is displayed, this is counted one by deciding that the customer is interested in one merchandise classification. Thus, it is possible to prevent the problem that the number of times of visit by customers is counted too much in grasping and analyzing the movement of the customer by merchandise classification units.

Description

【発明の詳細な説明】 【0001】 【発明が属する技術分野】本発明は、小売店の売上げを
時間および商品分類にしたがって自動的に集計する装置
に関する。本発明は、小売店のフロアを売れ筋の商品に
対して有効に利用し、その店舗の売上を大きくするため
の支援装置に関する。 【0002】 【従来の技術】小売店での顧客の動きを計数把握しての
売場レイアウト設計、商品陳列棚の配置、商品陳列棚で
の商品の配置に役立てようとする技術が知られている。
この技術は、店舗の入口および出口に通過する顧客の数
を計数する通過センサを設け、来客中の顧客の時間ごと
の人数を自動的に記録するとともに、売場内にもセンサ
を配置して、通過する顧客の数を計数記録して、売場内
での顧客の動きを把握して売場のレイアウトに役立てよ
うとするものである。また、ビデオカメラなどを利用し
て顧客の店舗内での動きを監視し、店舗内での滞在時間
や動きを分析し、顧客の店舗内での動きにしたがって、
売りたい商品を顧客の目につきやすいところに配置す
る、商品の配置を変更するなどの店舗内のレイアウト設
計が行われる。 【0003】このような店舗内の商品陳列棚配置に関す
る設計支援装置として、特開平5−334381号公
報、および特開平8−166974号公報に開示された
装置が知られている。 【0004】 【発明が解決しようとする課題】このような顧客の店舗
内での動きは、店舗内の商品陳列棚のレイアウトを表示
し、その商品陳列棚の間の通路に通過した顧客数に応じ
た太さの顧客動線を引き、また、通路には指定した時間
内に通過した顧客数を表示することによって把握する。
また、商品陳列棚ごとに、その商品陳列棚に接近し立ち
止まった顧客数を計数し、これを当該商品陳列棚の商品
への興味(または関心)を示すものとし、当該商品陳列
棚の商品への立ち寄り数として計数する。 【0005】ところで、商品陳列棚に置かれる商品は、
商品によって商品陳列棚に占める割合が変わってくる
し、また同類の商品がどのくらいあるかによって商品陳
列棚での商品配置(配列)も変わってくる。例えば、紙
おむつのように嵩ばるものは広い商品陳列棚を占領す
る。また同一の商品分類、例えば同一の商品カテゴリー
に属する商品数が多いと、複数の商品陳列棚にわたり配
置される。逆に、薬品類のようにあまり嵩ばらない商品
については一つの商品陳列棚に多数の商品が配置され
る。 【0006】従来の顧客動線の計数記録は、商品陳列棚
単位での計数記録であるため、上述のように複数の商品
陳列棚(長い商品陳列棚)に同類の商品(例えば同一の
商品カテゴリーに属する商品)が配置された場合、立ち
寄り顧客数が、同じ分類の商品について複数回計数され
る。結果として複数の商品陳列棚に同じ分類の商品がな
らぶと、立ち止まり回数で表される顧客の関心が実際よ
り大きく計数され、あまり精度の高いものとはいえなか
った。 【0007】すなわち、単品の商品ごとではなく、住居
用洗剤、衣料用洗剤というような商品カテゴリーごとに
顧客の動向を把握しようとする場合、従来の商品陳列棚
ごとに立ち寄った顧客数を計数記録するものでは、同一
商品カテゴリーについて複数回計数することになり、商
品カテゴリーごとに顧客の動向を分析する場合には十分
な精度のあるものではなかった。 【0008】本発明は、このような背景のもとに行われ
たものであって、顧客の商品陳列棚への立ち寄り数を計
数記録して顧客動向を分析する技術において、商品の分
類単位での顧客立ち寄り数を計数可能にしてより有用で
かつ多面的に精度の高い分析を行えるようにすることを
目的とする。さらに本発明は、店舗内での顧客の動きを
より的確に把握して顧客の動きに対応した商品の配置、
陳列を行うことで、適正な売り場スペースを設定し、顧
客の購買頻度の高い売り場を優先位置に配置して購入の
機会を増大させ、売り場の利用密度を向上し、購買客と
商品との接触の機会を多くし、不効率な売り場スペース
をなくし、総じて売上の増大をはかるための装置を提供
することを目的とする。 【0009】 【課題を解決するための手段】本発明の第一の特徴は、
同一の商品分類の商品が複数の商品陳列棚に配置されて
いる場合には、同一顧客の複数の商品陳列棚への立ち寄
り数を同一商品分類については1回の立ち寄り(陳列棚
への接近立ち止まり)として計数することにある。これ
により、複数の商品陳列棚に同一分類の商品が配置され
ており、この同一の分類の商品に同一の顧客が複数回立
ち寄っても、これは一つの商品分類に対する関心である
として、1回に計数するため、商品分類単位で顧客の動
向を把握分析する場合に、顧客の立ち寄り数を多く計数
してしまう問題はなくなる。 【0010】すなわち本発明は、店舗内の商品陳列棚の
あらかじめ区分された領域ごとに顧客がその領域に接近
し立ち止まったことを検出する手段と、この手段の検出
出力をそれぞれ時間毎に計数記録する手段とを備え、前
記計数記録された顧客の動向を売場の陳列棚ごとに集計
して表示する手段とを備えた顧客動線集計装置におい
て、商品分類に基づいて同一の商品分類に属する商品に
ついての同一顧客の複数回の接近立ち止まりを当該商品
分類の商品に対する1回の接近立ち止まりとして計数集
計する手段を備えたことを特徴とする。 【0011】本発明のもう一つの観点は、汎用のパーソ
ナルコンピュータなどの情報処理装置にインストールす
ることにより、このような顧客動線計数分析装置の各機
能を実行することができるプログラムであり、プログラ
ムが記録された機械読み取り可能な記録媒体であるいは
通信回線を経由することによって提供される。 【0012】 【発明の実施の形態】実施例図面を参照して本発明をさ
らに詳しく説明する。図1は本発明実施例装置のシステ
ム構成図である。この図は、一つのスタンドアローンの
情報処理装置1を用いて顧客動線の集計分析を行う場合
の例を示す。 【0013】分析作業者が操作する情報処理装置1は、
記憶装置内に種々のデータベース2を備えた構成であ
り、このデータベース2内のデータを処理することで、
顧客動線集計分析を行う。データベース2内のファイル
としては、商品分類データ、店内での陳列棚の配置デー
タ、客動線のデータのファイルなどが設けられており、
情報処理装置1は、分析作業者の指示によりこれらのフ
ァイルにアクセスして、顧客動向の分析を行う。 【0014】商品分類テーブルは、商品がツリー状の階
層構造として分類されたテーブルである。この商品分類
は、商品分類のレベルとして、階層を「デパートメン
ト」、「ゾーン」、「クラス」、「カテゴリー」、「タ
イプ」の名を付与して、6層の構造となっている。この
うち、例えば、図2にその一部が示されるように、日用
雑貨を「ゾーン」とし、そのうち、ハウスホールドの名
称が付与されたレベル(階層)を「クラス」とし、この
「クラス」には、「カテゴリー」として、「衣料用洗
剤」、「仕上げ剤」、「台所用洗剤」、「台所用品」、
「レンジ用品」、「住居用洗剤」、「芳香剤・消臭剤・
防汚剤」、「防虫剤・防湿剤」、「殺虫剤」、「ローソ
ク・マッチ類」が属するとする。さらに、「衣料用洗
剤」は、「重質粉末洗剤」、「重質液体洗剤」、「軽質
洗剤」、「洗濯石鹸」、「その他衣料用洗剤」の「タイ
プ」に分類され、この「タイプ」の下には、「XXX
1.2kg」のように具体的な商品名が配置される。ま
た、商品陳列棚の配置データとしては、店内での陳列棚
の配置図、また、どの陳列棚にどの商品分類の商品が配
列されているかという、商品分類データに対応した商品
配置のデータをもっている。 【0015】次に表示画面例により本実施例の動作を説
明する。 【0016】顧客動線の把握方法として、特定の顧客の
動きをビデオカメラ等によって監視し、その動きをトレ
ースすることで、どの商品陳列棚に立ち寄ったか、どの
商品を買ったか、どのような経路で店内を動いたかのデ
ータを抽出する。この一人一人のサンプルについて、売
場のレイアウトに対応して商品陳列棚間の通路にその経
路をトレースして顧客動線として記入する。この作業
は、情報処理装置1の表示画面に店内の売場のレイアウ
トを表示しながら、対応する顧客(サンプル)の動きの
データに基づいて表示していく。多数のサンプルの顧客
の移動経路を記入していくと、顧客の通過量が大きい通
路の客動線は顧客数にしたがって太くなっていく。ま
た、商品陳列棚ごとに顧客の立ち寄りがあったか否かが
計測されているため、各商品陳列棚単位でサンプルの顧
客が当該商品陳列棚に立ち寄ったか否かの数を計数し
て、その累計を商品陳列棚ごとに記録する。 【0017】この客動線の表示例を図3に示す。この表
示例は、商品陳列棚(1)〜(18)について、配置し
ている商品の商品カテゴリー名が記入され、商品陳列棚
の間に実線で顧客動線を直線で記入していく例である。 【0018】ここで、本実施例の特徴とするところは、
顧客の立ち寄り数の計数において、例えば商品陳列棚
(1)〜(3)は商品カテゴリーとしてヘアケア商品が
陳列配置されている場合に、サンプルの顧客が、商品陳
列棚(1)に立ち寄り、次に商品陳列棚(2)に立ち寄
り、商品陳列棚(3)に立ち寄ったことが記録されてい
るとき、従来は、これを3回の立ち寄り数として計数す
るのに対して、同一の商品カテゴリーに対しては1回の
立ち寄り数として計数することにある。この概念図を図
4に示す。図4(a)が本実施例の計数方法を示し、図
4(b)は従来の立ち寄り数の計数方法を説明するもの
である。 【0019】このように、商品カテゴリー単位で立ち寄
り数を計数するため、商品カテゴリー単位で顧客の動向
を把握しようとするときの計測、分析の精度が向上す
る。 【0020】修正前と修正後の立ち寄り数での集計状況
の例を図5、図6に示す。 【0021】図5は、サンプルの顧客の商品陳列棚単位
での立ち寄り数のデータと買い上げ回数のデータとを示
すものであり、従来方式での立ち寄り数の計数である。
図6は、売場単位、すなわち商品カテゴリー単位での立
ち寄り数と買い上げ回数のデータとを示すもので、本実
施例での計数を示す。 【0022】なお、本実施例の顧客動線集計分析装置
は、汎用のパーソナルコンピュータなどの情報処理装置
にプログラムをインストールすることにより本実施例の
顧客動線集計装置として動作させることができるもので
あり、このようなプログラムは、プログラムが記録され
た機械読み取り可能な記憶媒体や通信回線をを介するこ
とで提供される。 【0023】 【発明の効果】本発明は上述のように、顧客の商品に対
する立ち寄り数の計数記録において、同一分類の商品に
複数回立ち寄っても、同一分類の商品に対しては1回の
立ち寄りであると計数するため、同じ商品分類に対する
顧客の興味(関心)を過剰に計数する事はなくなり、よ
り的確な顧客の立ち寄り数で、顧客の動向を把握でき
る。このため、より顧客の動向に適合する売場のレイア
ウト設計、商品陳列棚の商品の配置、陳列の設計を行う
ことができる。 【0024】
Description: BACKGROUND OF THE INVENTION [0001] 1. Field of the Invention [0002] The present invention relates to an apparatus for automatically summing up sales of retail stores according to time and product classification. The present invention relates to a support device for effectively using a floor of a retail store for top-selling products and increasing sales of the store. 2. Description of the Related Art There is known a technique for utilizing a sales floor layout design, arrangement of merchandise display shelves, and arrangement of merchandise on merchandise display shelves by counting and grasping customer movements in a retail store. .
This technology provides a passage sensor that counts the number of customers passing through the entrance and exit of the store, automatically records the number of customers visiting each hour, and also arranges sensors in the sales floor, The number of passing customers is counted and recorded, and the movement of the customer in the sales floor is grasped to make use of the layout of the sales floor. In addition, using a video camera or the like to monitor the customer's movement in the store, analyze the time and movement in the store, and according to the customer's movement in the store,
In-store layout design is performed such as arranging a product to be sold in a place where customers can easily see or changing the arrangement of the product. [0003] As a design support apparatus for such a product display shelf arrangement in a store, the apparatuses disclosed in Japanese Patent Application Laid-Open Nos. 5-334381 and 8-166974 are known. [0004] The movement of the customer in the store is such that the layout of the merchandise display shelves in the store is displayed, and the number of customers passing through the passage between the merchandise display shelves is reduced. A customer flow line having a corresponding thickness is drawn, and the number of customers who have passed within the designated time is displayed on the aisle.
Also, for each product display shelf, the number of customers who approached and stopped at the product display shelf was counted, and this was used to indicate the interest (or interest) in the product on the product display shelf, and Is counted as the number of stops. [0005] By the way, the goods placed on the goods display shelf are:
Depending on the product, the ratio of the product to the product display shelf changes, and the arrangement (arrangement) of the products on the product display shelf also changes depending on the number of similar products. For example, bulky items such as disposable diapers occupy large merchandise shelves. When the number of products belonging to the same product category, for example, the same product category is large, the products are arranged over a plurality of product display shelves. Conversely, for products that are not very bulky, such as medicines, many products are arranged on one product display shelf. Since the conventional customer flow line count record is a count record for each product display shelf, as described above, a plurality of product display shelves (long product display shelves) have similar products (for example, the same product category). ), The number of drop-in customers is counted a plurality of times for products of the same classification. As a result, when products of the same classification are lined up on a plurality of product display shelves, the customer's interest represented by the number of stops is counted more than it actually is, and it cannot be said that the accuracy is very high. That is, when trying to grasp the trend of customers for each product category such as detergent for home use and detergent for clothing, not for each individual product, the number of customers who stopped by each conventional product display shelf is counted and recorded. In this case, the same product category is counted a plurality of times, and it is not sufficiently accurate when analyzing customer trends for each product category. The present invention has been made in view of such a background, and is a technology for counting and recording the number of visits to a product display shelf by a customer to analyze customer trends. It is an object of the present invention to make it possible to perform more useful and multifaceted highly accurate analysis by making it possible to count the number of customer visits. Furthermore, the present invention is to more accurately grasp the customer's movement in the store, and to arrange products corresponding to the customer's movement,
By setting up displays, we set up appropriate sales floor space, place sales floors where customers frequently purchase at priority positions, increase purchase opportunities, increase the use of sales floors, and contact customers with products. It is an object of the present invention to provide a device for increasing the number of opportunities, eliminating inefficient sales space, and generally increasing sales. [0009] The first feature of the present invention is as follows.
When the products of the same product category are arranged on a plurality of product display shelves, the number of stops for the same customer at a plurality of product display shelves is determined by one stop for the same product class (stopping approaching the display shelf). ). As a result, a product of the same classification is arranged on a plurality of product display shelves, and even if the same customer visits the product of the same classification a plurality of times, it is determined that the customer is interested in one product classification once. Therefore, when grasping and analyzing the trend of the customer in units of product classification, the problem of counting the number of visits by the customer is eliminated. That is, according to the present invention, there is provided means for detecting that a customer has approached and stopped in each pre-divided area of a merchandise display shelf in a store, and counts and records the detection output of this means for each time. And a means for totalizing and displaying the counted and recorded customer trends for each display shelf at the sales floor, wherein the merchandise belonging to the same merchandise category is based on the merchandise category. Means for counting and counting a plurality of stoppages of the same customer for one stop as one stoppage for a product of the product category. Another aspect of the present invention is a program which can be installed in an information processing apparatus such as a general-purpose personal computer to execute each function of such a customer flow line counting and analyzing apparatus. Is provided on a machine-readable recording medium on which is recorded, or via a communication line. DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS The present invention will be described in more detail with reference to the drawings. FIG. 1 is a system configuration diagram of an apparatus according to an embodiment of the present invention. This figure shows an example of a case in which total analysis of customer flow lines is performed using one stand-alone information processing device 1. The information processing device 1 operated by the analysis operator is:
It is a configuration having various databases 2 in a storage device, and by processing data in the databases 2,
Perform customer flow aggregation analysis. As files in the database 2, there are provided files of merchandise classification data, arrangement data of display shelves in the store, data of customer flow lines, and the like.
The information processing device 1 accesses these files in accordance with an instruction of the analysis worker and analyzes customer trends. The merchandise classification table is a table in which merchandise is classified as a tree-like hierarchical structure. This product classification has a structure of six layers by giving names of “department”, “zone”, “class”, “category”, and “type” as levels of the product classification. Among them, for example, as shown partially in FIG. 2, daily goods are referred to as "zones", and among them, the level (hierarchy) to which the name of the household is given is referred to as "class". Includes "Categories" as "Clothing detergents", "Finishers", "Kitchen detergents", "Kitchen utensils",
"Range products", "Residential detergents", "Fragrances / deodorants /
It is assumed that antifouling agents, insect repellents / moisture proofers, insecticides, and candle matches belong to the category. Furthermore, “clothing detergents” are classified into “types” of “heavy powder detergents”, “heavy liquid detergents”, “light detergents”, “laundry soaps”, and “other laundry detergents”. Under "XXX"
A specific product name such as "1.2 kg" is arranged. Further, as the arrangement data of the merchandise display shelves, there are a layout diagram of the display shelves in the store, and data of merchandise arrangement corresponding to the merchandise classification data indicating which merchandise of which merchandise classification is arranged on which display shelf. . Next, the operation of this embodiment will be described with reference to a display screen example. As a method of grasping a customer flow line, the movement of a specific customer is monitored by a video camera or the like, and the movement is traced to determine which merchandise display shelf, which merchandise was bought, and what route. To extract data as to whether the user has moved in the store. With respect to each sample, the route is traced in the passage between the merchandise display shelves in accordance with the layout of the sales floor, and is entered as a customer flow line. In this operation, while displaying the layout of the sales floor in the store on the display screen of the information processing apparatus 1, the display is performed based on the movement data of the corresponding customer (sample). As the travel routes of the customers of a large number of samples are entered, the customer flow line of the passage with a large amount of customer passage becomes thicker according to the number of customers. In addition, since it is measured whether or not a customer has dropped in at each product display shelf, the number of whether or not a sample customer has stopped at the product display shelf for each product display shelf is counted, and the cumulative total is calculated. Record for each product display shelf. FIG. 3 shows a display example of this customer flow line. This display example is an example in which the product category names of the arranged products are entered for the product display shelves (1) to (18), and the customer flow line is filled in with a solid line between the product display shelves. is there. The features of this embodiment are as follows.
In counting the number of visits by customers, for example, if the product display shelves (1) to (3) have hair care products displayed as product categories, the sample customer stops at the product display shelves (1), When it is recorded that the user has stopped at the product display shelf (2) and stopped at the product display shelf (3), conventionally, this is counted as three stopovers. In other words, the number is counted as one stop. This conceptual diagram is shown in FIG. FIG. 4A illustrates a counting method according to the present embodiment, and FIG. 4B illustrates a conventional counting method of the number of stop-bys. As described above, since the number of stops is counted for each product category, the accuracy of measurement and analysis when trying to grasp the trend of the customer for each product category is improved. FIGS. 5 and 6 show examples of the totaling status of the number of visits before and after the correction. FIG. 5 shows the data of the number of visits and the number of purchases of the sample customers on a merchandise display shelf basis, and is a count of the number of visits in the conventional method.
FIG. 6 shows data of the number of stops and the number of purchases in units of sales floors, that is, in units of product categories, and shows the count in this embodiment. The customer flow line totaling and analyzing apparatus of this embodiment can be operated as the customer flow totaling apparatus of this embodiment by installing a program in an information processing device such as a general-purpose personal computer. In some cases, such a program is provided via a machine-readable storage medium or a communication line on which the program is recorded. As described above, according to the present invention, in the counting and recording of the number of visits to a customer's product, even if the customer visits a product of the same category a plurality of times, the customer stops once for a product of the same category. Therefore, the customer's interest (interest) in the same product classification is not excessively counted, and the customer's trend can be grasped by the more accurate number of customer visits. For this reason, it is possible to design the layout of the sales floor, the arrangement of the products on the product display shelves, and the design of the display in accordance with the trend of the customer. [0024]

【図面の簡単な説明】 【図1】本発明実施例装置のシステム構成の一例を示す
図。 【図2】本発明実施例装置の商品分類の一例を説明する
図。 【図3】本発明実施例の客動線を引いた売場のレイアウ
ト表示例を示す図。 【図4】本発明実施例と従来例の同一商品カテゴリーの
商品陳列棚の顧客の立ち寄り数の計数を説明する図。 【図5】本発明実施例の集計結果の表示の一例(一
部)。 【図6】本発明実施例の集計結果の表示の一例(一
部)。 【符号の説明】 1 情報処理装置 2 データベース
BRIEF DESCRIPTION OF THE DRAWINGS FIG. 1 is a diagram showing an example of a system configuration of an apparatus according to an embodiment of the present invention. FIG. 2 is a diagram illustrating an example of a product classification of the apparatus according to the embodiment of the present invention. FIG. 3 is a diagram showing an example of a layout display of a sales floor with customer flow lines drawn according to the embodiment of the present invention. FIG. 4 is a view for explaining the counting of the number of visits by customers on merchandise display shelves of the same merchandise category according to the embodiment of the present invention and the conventional example. FIG. 5 is an example (part) of a display of a tally result according to the embodiment of the present invention. FIG. 6 is an example (part) of a display of a tally result according to the embodiment of the present invention. [Description of Signs] 1 Information processing device 2 Database

Claims (1)

【特許請求の範囲】 【請求項1】 店舗内の商品陳列棚のあらかじめ区分さ
れた領域ごとに顧客がその領域に接近し立ち止まったこ
とを検出する手段と、この手段の検出出力をそれぞれ時
間毎に計数記録する手段とを備え、 前記計数記録された顧客の動向を売場の陳列棚ごとに集
計して表示する手段とを備えた顧客動線集計装置におい
て、 商品分類に基づいて同一の商品分類に属する商品につい
ての同一顧客の複数回の接近立ち止まりを当該商品分類
の商品に対する1回の接近立ち止まりとして計数集計す
る手段を備えたことを特徴とする顧客動線集計装置。
Claims: 1. A means for detecting that a customer has approached and stopped in each pre-divided area of a merchandise display shelf in a store; Means for counting and recording the same, and a means for totalizing and displaying the counted and recorded customer trends for each display shelf in the sales floor. A means for counting and counting a plurality of stoppages of the same customer for products belonging to the product category as a single stoppage for products of the product category.
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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2006024203A (en) * 2004-06-10 2006-01-26 Miyuki Iino Coordinate support system
JP2011059802A (en) * 2009-09-07 2011-03-24 Chuo Univ Intention analysis server, intention analysis method, program, and intention analysis system
JP2015103153A (en) * 2013-11-27 2015-06-04 パナソニックIpマネジメント株式会社 Commodity monitoring device, commodity monitoring system and commodity monitoring method

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JPH1048008A (en) * 1996-08-02 1998-02-20 Omron Corp Attention information measuring method, instrument for the method and various system using the instrument
JP2003101994A (en) * 2001-09-20 2003-04-04 Toshiba Lighting & Technology Corp Monitoring camera system

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JPS6488214A (en) * 1987-09-30 1989-04-03 Otokogumi Kk Shop system
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JP2006024203A (en) * 2004-06-10 2006-01-26 Miyuki Iino Coordinate support system
JP2011059802A (en) * 2009-09-07 2011-03-24 Chuo Univ Intention analysis server, intention analysis method, program, and intention analysis system
JP2015103153A (en) * 2013-11-27 2015-06-04 パナソニックIpマネジメント株式会社 Commodity monitoring device, commodity monitoring system and commodity monitoring method
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