S-MALL Future Work

Turning Concrete Malls into Smart Malls (S-MALL):
A web-based analytics application for visualizing and mapping in-mall customer journeys and shopping behaviours

Team S-MALL: Chen Yun-Chen | Chiam Zhan Peng | Zheng Bijun

Overview

Application

Poster

User Guide

APPLICATION

Movement Analysis

Member Analysis

Association Analysis

USER GUIDE

Part1: Movement Analysis

Screenshot	Guidance
	"Plot by" and "Segment by" dropdown are used for line chart. Select "Segment by" will show cycle plot accordingly. "View" and "View hour" dropdown are for selecting date and hour respectively and display the inter-flow movement and hexbin map for that selected date and hour.
	Hover on any points on the line chart to display the tooltip for detailed information.
	Hover on the chorddiagram to display the tooltip for detailed information. Example: There are 61 customers moving from 3F to 2F and 57 customers moving from 2F to 3F at selected time.
	Zoom in by selecting area with left click hold and release as required and click on any hexbin for the selected hexbin to be captured. Click on "Show Detail" button to show the distribution of the selected hexbin. Members and Non-members count will be displayed.
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	Count means the customer stays in selected hexbin for how long (min) in selected time interval.

Part2: Member Analysis

Screenshot	Guidance
	Selection All in Operating Hours: All members Selection Normal in Operating Hours: Members who only appear in operating hours. Selection Outside in Operating Hours: Members who appear out of operating hours. Exclude dwell time less then: This control panel is for Shopper's Journey. User can exclude those records which only stay in a particular floor for a few minutes. Profile Count by: This control panel is for member distribution. Non-Unique Customers: Count by records. Unique Customers: Count by member ID.
	Hover to see the path and relevant statistics. Example: There are 23 of 2.2k journeys which start from FLOOR M and go to FLOOR G then go to FLOOR 2.
	Click on floor level to drill down to store level. Click on any store to show the relevant boxplot for selected floor as following.
	Select records you are interested in to show the relevant distribution(bar chart) as following.
	Get the distribution of records in box selection.

Part3: Association Analysis

Screenshot	Guidance
	Set date range using radio button to see the plot of different months. Set parameters (support/confidence/min items) to generate valid associations rules and render plot forquadrant and network.
	Investigate popular shopping path of members based on floors. Hover over the bar to fade out non-relevant rules in the quadrant as following.
	Visualize the associations among departments. Hover over the network to fade out non-relevant rules in the quadrant as following.
	Analyze the competitive position of different rules based on set parameters.
	Detail information of different rules based on set parameters.

Please be patient.