The following section describes how the Social Network Analysis capabilities of SAP Predictive Analytics are
used with Telco score data info to Identify multi-SIM pairs of customer.
From SAP Predictive Analytics, select the
Social
section
Select
Create a Social Network Analysis
In the
What Type of Graph
dialog box, select
Build a Social Graph From a Data Set
Connect to your SAP HANA instance and logon as <Domain User>
Select SuscriptionUsageOnNetMultiSIMClassifiedNeighbor as your data set
Choose
Next
Choose
Analyze
to load an automated data description,
Choose
OK
when the description matches the data set
In the
Graph Settings
section, enter the parameters as follows:
Graph Name
: first graph
Graph Creation Type
: Contact
Source Node
: a_number
Target Node
: b_number
Date Column
: evt_date
Links Type
: Directed
Choose
Duplicate Selected
and select
Clone
to create copy of first graph.
In the
Graph Settings
section, enter the parameters as follows:
Graph Name
: second graph
Graph Creation Type
: Contact
Source Node
: a_number
Target Node
: b_number
Date Column
: evt_date
Links Type
: Directed
Choose
Next
In the
Post-Processings
screen, allow
Community Detection
and
Mega-hub detection
Choose
Node Pairing
page and select
+
to add.
In the
Pairing Definition
screen, enter the parameters as follows:
a. First Graph: first graph
b. Second Graph: second graph
c. Output Graph Name: Multi-SIM Pair
Choose
Next
and skip
Add Identifiers Conversion Data Set.
Choose
Next
and skip
Add
Descriptive Attributes
Choose
Generate
to construct the social graph
After evaluating the model, select
Run
Choose
Apply Model
and use following setting in
Applying the Model
screen:
Application Data Set
Data Type: Data Base
Folder: <HANA connection>
Data: SubscriptionUsageOnNetMultiSIMClassifiedNeighbor
Generation options
Generate: Neighbors Mode
Mode: Apply
Results Generated by the Model
Data Type: Data Base
