Abstract: A method for generating synthetic data records which include datasets that capture state-based transitions, according to which a state transition family is randomly selecting, according to the distribution of samples between the different clusters of users and the context variables are randomly sampled according to their distribution within the chosen cluster. The relevant Markov Chains models are selected according to the sampled context and the initial state of the sequence is randomly selected according to the distribution of states. A random walk process is initialized on the graph models and the random walk is performed process on each context separately, assuming context independency. The cause condition of the current transition is sampled for each state transition, based on the distributions on the selected edge.

Abstract: The invention is a highly efficient simulator that is not necessarily dependent on the number of participants—it can scale out to a mass number of participants and still run on a single very low-end computer. The simulator populates itself with individuals and, in accordance with a model of the system that comprises rules that govern the behavior of the individual participants, generates and records signals related to the activities that each participant carries out in real time to create a simulation of how the actual system performs. The recorded signals are stored in a data base, which can be mined for decision making.

Abstract: Providing distanced audio from a remote location using mobile devices, which a change in the orientation of a destination mobile device to a pointing orientation, aimed to an object of interest, is detected using an exploration application that is installed in advance on the mobile device. The azimuth to which the mobile device is currently pointing is calculated and all point and/or of objects of interest which are within a predetermined range from the pointing device, are detected. Then the exploration application automatically connects to a remote server which continuously collects the current location information of any user of a mobile device and maps its location with respect to stationary object or points of interests, or to moving objects. The server provides via the application, one or more audio alerts to the user of the destination device that one or more object or points of interest are in range.

Abstract: A method for providing elected sounds to a user—isolated from sounds of the environment—of a mobile device to increase his awareness regarding entities or events in his vicinity. The user wears sound isolating headphones connected to his mobile device. A mobile application is installed on the mobile device, and is automatically activated when the headphones are connected to his mobile device. The application is adapted to automatically activate the device's microphone when the isolating headphones are plugged into the device and periodically compare in real-time, sounds received from the environment, to a predefined collection of reference sounds. Sounds of the environment, which match one or more reference sounds from the collection are selectively filtered out and as long as the sounds received from the environment match the one or more reference sounds from the collection, the filtered sounds are continuously passed to the isolating headphones.

Abstract: System and method for characterizing a geographical location by finding the behavioral patterns of groups of users of mobile devices being in the vicinity of the geographical location. Accordingly, after an examined Point of Interest is determined, signaling data related to the users is aggregated over a limited period of time, from the cellular network they use. The location, including change in the location of the users, is continuously calculated and cross-checked with anonymous multi-sensors with data records from external data sources. Then the mobility patterns of users are derived and the users are classified to groups according to the cross-checking results. Finally, the geographical location is characterized according to the mobility patterns and the classification.

Abstract: A method for automatically establishing multi-participant interactions and/or conference calls between users of mobile devices, according to which an interaction establishing application is installed on the mobile device of each participating user and receives for each user, phone numbers of other users defined as his friends and a list of predetermined triggers as conditions for initiating an interaction between users. The application constantly monitors the location of each user's mobile device and upon detecting that one or more of the triggers are met, the application automatically initiates one or more interactions between users that comply with the triggers that are met.

Abstract: A method for tracking the whereabouts of people, particularly in urban settings, according to which a cell grid is established within a given geographical region and positional data records associated with each of a plurality of mobile devices within the region, are received from a base station. An Estimated Location Indicator (ELI) associated with a data object in each of every cell of the grid traversed by the corresponding user within a given period of time is generated, from the received positional data records and for each corresponding user of the plurality of mobile devices. A shortest predicted path is generated between each of the generated An Estimated Location Indicators.

Abstract: A method for generating synthetic data records which include datasets that capture state-based transitions, according to which a state transition family is randomly selecting, according to the distribution of samples between the different clusters of users and the context variables are randomly sampled according to their distribution within the chosen cluster. The relevant Markov Chains models are selected according to the sampled context and the initial state of the sequence is randomly selected according to the distribution of states. A random walk process is initialized on the graph models and the random walk is performed process on each context separately, assuming context independency. The cause condition of the current transition is sampled for each state transition, based on the distributions on the selected edge.

Abstract: A system for generating fabricated pattern data records (XDRs) based on data from accessible data sources, which comprises an XDR core module containing one or more modeling and pattern creation modules for modeling original data received from the data sources; one or more synthetic data generation modules for generating fabricated data, based on the patterns created by the modeling and pattern creation modules; a data splitting module for splitting the data into training and testing sets according to a predetermined policy; an XDR storage database for storing created patterns and fabricated data; a configuration manager for controlling the operation of the modeling and pattern creation modules and of the synthetic data generation modules; a plurality of XDR agents being software components for communicating with the data sources and accessing relevant data, using a unique API of each data source.

Abstract: The invention is a system for protecting mobile devices in cellular networks from unauthorized harmful applications and for protecting cellular network infrastructure from targeted or benign overloads. The system comprises mobile cellular devices and a cellular network infrastructure. Some of the mobile devices comprise an application manager, which is adapted to manage the aggregation and learning processes, and a detection manager, which is adapted to analyze network behavior and detect deviations. The application manager and the detection manager are adapted to monitor the applications running on a device, learn the patterns of mobile applications network behavior and detect meaningful deviations from the application's observed normal behavior. The cellular network infrastructure comprises a services module, a logic module, and a database access unit adapted for aggregation and analysis of an application's network traffic patterns for numerous users.

Abstract: A method for automatically establishing multi-participant interactions and/or conference calls between users of mobile devices, according to which an interaction establishing application is installed on the mobile device of each participating user and receives for each user, phone numbers of other users defined as his friends and a list of predetermined triggers as conditions for initiating an interaction between users. The application constantly monitors the location of each user's mobile device and upon detecting that one or more of the triggers are met, the application automatically initiates one or more interactions between users that comply with the triggers that are met.

Abstract: A method for providing elected sounds to a user—isolated from sounds of the environment—of a mobile device to increase his awareness regarding entities or events in his vicinity. The user wears sound isolating headphones connected to his mobile device. A mobile application is installed on the mobile device, and is automatically activated when the headphones are connected to his mobile device. The application is adapted to automatically activate the device's microphone when the isolating headphones are plugged into the device and periodically compare in real-time, sounds received from the environment, to a predefined collection of reference sounds. Sounds of the environment, which match one or more reference sounds from the collection are selectively filtered out and as long as the sounds received from the environment match the one or more reference sounds from the collection, the filtered sounds are continuously passed to the isolating headphones.

Abstract: Providing distanced audio from a remote location using mobile devices, which a change in the orientation of a destination mobile device to a pointing orientation, aimed to an object of interest, is detected using an exploration application that is installed in advance on the mobile device. The azimuth to which the mobile device is currently pointing is calculated and all point and/or of objects of interest which are within a predetermined range from the pointing device, are detected. Then the exploration application automatically connects to a remote server which continuously collects the current location information of any user of a mobile device and maps its location with respect to stationary object or points of interests, or to moving objects. The server provides via the application, one or more audio alerts to the user of the destination device that one or more object or points of interest are in range.

Abstract: A method for providing geographically based sound cues to a user of a mobile device, each sound cue informs the user on a nearby point of interest. The method is an eight step process that has as its eighth step: sounding said sound cue at the right and left earphones of the device at respective levels that are based on said calculated right-left balance.

Abstract: The invention is a system for analyzing and displaying results of the analyses of the large amounts of data related to the locations of the users of mobile communication devices available from the devices in a way that can be immediately useful as a decision making tool to a business by yielding actionable insights from the data.

Abstract: A method for tracking the whereabouts of people, particularly in urban settings, according to which a cell grid is established within a given geographical region and positional data records associated with each of a plurality of mobile devices within the region, are received from a base station. An Estimated Location Indicator (ELI) associated with a data object in each of every cell of the grid traversed by the corresponding user within a given period of time is generated, from the received positional data records and for each corresponding user of the plurality of mobile devices. A shortest predicted path is generated between each of the generated An Estimated Location Indicators.

Abstract: In a system and method for monitoring exposure of people to physical advertisements, a computing device receives positional data records associated with each of a plurality of mobile devices within a given geographical region, from a base station, sets a mobility descriptor for each corresponding user, determines whether each user is predicted to be within a predetermined viewing range of one or more advertisements, in response to the set mobility descriptor, instantaneous speed and direction, and a predetermined viewing range, and counts the number of users who are predicted to be within the predetermined viewing range.

Abstract: A method of enabling a specific mobile communication service provider (Dt) to estimate his market share on a street level in real time during a specific period of time over a particular point of interest (POI) is disclosed.

Abstract: A system provides a database ready for querying and analyzing locations of mobile phone users. The database is secured from possibility of breaching a privacy of a single user, has: (a) a signal tracker; (b) an aggregator-classifier and a step aggregator; (c) a timer; (d) a sector gate keeper and a step gate keeper for inspecting each aggregated registration record and each aggregated step record, and for forwarding to a sector gate keeper and to a step gate keeper respectively only those aggregated registration records and aggregated step records that evolve from at least a predefined number N of different users; (e) a sector writer and a step writer for receiving aggregated registration records, and aggregated step records, each evolving from at least a predefined number N of different users, and for writing all said records within a database.

Abstract: The invention is a highly efficient simulator that is not necessarily dependent on the number of participants—it can scale out to a mass number of participants and still run on a single very low-end computer. The simulator populates itself with individuals and, in accordance with a model of the system that comprises rules that govern the behavior of the individual participants, generates and records signals related to the activities that each participant carries out in real time to create a simulation of how the actual system performs. The recorded signals are stored in a data base, which can be mined for decision making.