Sap Se

Sybase 365, Inc.

Comptel Oyj

Kimmo Vuori

Steven Garcia

Vaibhav Vohra

Arturo Buzzalino

Fernando Nakano

Khalid Abdullah

Bhomik Pande

Elias Junior Moreira

Paulo Mario Andrade

Prakash Shelokar

Jarkko Huuhtanen

Khalid Ata Atiyah Abdullah

Martin Vieth

In one general aspect, a system and method are described for generating a classification model to determine predictive user behavior. The method may include obtaining data from a mobile network provider. The data including a plurality of utilization metrics pertaining to a plurality of mobile devices carrying out a plurality of network interactions, the plurality of mobile devices being associated with a plurality of users. The method may also include categorizing the data into a plurality of Internet domains associated with the data and determining a plurality of patterns in the data. The method may further include determining an additional pattern in the data, and generating a plurality of rules based on the plurality of patterns and the additional pattern.

Enhanced data collection and analysis facility

A method and corresponding apparatus configured to collect raw data from a plurality of wireless devices. The raw data includes activity recorded when the wireless devices are at a selected topographic region. The raw data is combined to produce aggregated data representative of the activities of the individual wireless devices. Either the aggregated data or the raw data are selected for analysis depending on whether the raw data meets a threshold activity or subscriber density level. The selected data are analyzed to identify activity patterns of users of the wireless devices.

Enhanced data collection, processing, and analysis facilities

The invention relates to a method, system and computer program product for provisioning in a communications network. The provisioning method includes at least a step for sending at least one request for defining measures relating to customers and/or services and/or network elements, the method including processing (-) each request, executing tasks according to the results of the processing step, and reporting the results to the requesting entity. In accordance with the invention, the processing steps are performed in functional layers (-) and the method steps of at least one layer () are performed by independently mountable and dismountable functional modules (-).

Service provisioning method, system and computer program product

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Espoo, Finland

Kimmo Vuori