There are also subscriber profiles, and options to send automated mailouts to Twitter followers.
Additional data can be used to build a subscriber profile for billing and data plan information.
The profile building module comprises two sub-modules, namely, attribute filtration and GAFCM clustering for subscriber profile generation.
In converged networks, a key issue is how to define a unique subscriber profile to be authenticated and authorized through different access technologies for the shared services.
The paper [21] demonstrates the usefulness of two clustering methods, namely, hierarchical agglomerative and K-means for identifying illicit actions in the calling profiles by constructing five subscriber profiles from their respective call records.
After these four subscriber profiles were generated, the fraud identification procedure of the proposed model was conducted for each profile by keeping the model parameters same in all cases.
As shown in Fig. 2, the SDRAN controller obtains the local view from eNode(C), and constructs the global resource and network topology view from the collected local views and subscriber profiles.
Each month, the company gathers incremental subscriber profile data and improves the personalization of the offer, builds trust in the brand voice and maximize demand creation by delivering discovery.
In this work, initially, the proposed FDS builds subscriber calling profiles from the past call detail records (CDRs) by applying the GA-based FCM (GAFCM) clustering.
In IMS, various SIP servers which are called call session control functions (CSCFs) perform the multimedia session control, the address translation function, the voice coder negotiation for audio communications, and the management of the subscriber's profile [4].
