Abstract: According to one embodiment, data stored in past can be effectively used without being influenced by the characteristics and capacity of a memory storing storable data. Maintenance data are generated by managing a state in a memory area, alert notification data are transferred on the basis of the generated maintenance data, and/or at least a part of the data which are already stored in the memory area is transferred.

Abstract: A rideshare vehicle demand forecasting device of an embodiment includes a processor. The processor acquires a reservation forecast number, which corresponds to a number of reservations each of which is capable of being established in future as a reservation for boarding/exiting a rideshare vehicle within a plurality of predetermined areas, at predetermined intervals by using a model including a neural network that is caused to perform machine learning by using, as input data, reservation data indicating a reservation situation at a time of establishment of the reservation for the rideshare vehicle, movement data indicating an area where an end user actually boards/exits the rideshare vehicle on an operation day of the rideshare vehicle, and boarding/exiting factor data containing data that are capable of becoming a factor for an occurrence of boarding/exiting of the end user on the operation day of the rideshare vehicle.

Abstract: According to one embodiment, a learning device includes an acquirer, a generator, a first identifier, an extractor, a second identifier, and a learning-processor. The acquirer acquires real data. The generator generates pseudo data of the real data using a first neural network. The first identifier identifies whether input data is the real data or the pseudo data. The extractor extracts features of data from the input data. The second identifier identifies whether the features extracted by the extractor are features of the real data or features of the pseudo data. The learning-processor learns the first neural network such that the pseudo data and the real data are not discriminated on the basis of an identification result of each identifier.

Abstract: According to one embodiment, a learning device includes an acquirer, a generator, a first identifier, an extractor, a second identifier, and a learning-processor. The acquirer acquires real data. The generator generates pseudo data of the real data using a first neural network. The first identifier identifies whether input data is the real data or the pseudo data. The extractor extracts features of data from the input data. The second identifier identifies whether the features extracted by the extractor are features of the real data or features of the pseudo data. The learning-processor learns the first neural network such that the pseudo data and the real data are not discriminated on the basis of an identification result of each identifier.

Abstract: According to one embodiment, data stored in past can be effectively used without being influenced by the characteristics and capacity of a memory storing storable data. Maintenance data are generated by managing a state in a memory area, alert notification data are transferred on the basis of the generated maintenance data, and/or at least a part of the data which are already stored in the memory area is transferred.

Abstract: According to one embodiment, a phone terminal is connected to a network system. The network system includes a DHCP server. The phone terminal includes a repeater hub, an acquisition module, an assignment module and a communication module. The repeater hub includes a network port connected to the network system, and a port connected to an electronic device. The acquisition module acquires a first IP address for the phone terminal and a second IP address for the electronic device from the DHCP server. The assignment module assigns, in response to an IP address assignment request from the electronic device, the second IP address to the electronic device as a request source. The communication module communicates with the electronic device using the first IP address and the IP address assigned to the electronic device.

Abstract: According to one embodiment, a server includes a control unit which instructs establishment and end of connection for the video data communications between the client computers corresponding to the telephone terminals, in accordance with the call information event received by the call information event receiving unit, and a connection information transmitting unit which transmits connection information between the plurality of client computers for which one of the establishment and the end of connection is executed by the control unit, wherein even if the connection information transmitting unit receives a notification of completion or end of the connection from the client computers, when the connection information transmitting unit receives a notification which accompanies change of connection states of the client computers, the connection information transmitting unit transmits the connection information after waiting for the change of the connection states.

Abstract: According to one embodiment, a server apparatus includes a connection controller which selectively executes first processing to execute the communication connections among the several data terminals, respectively, and second processing to make the several data terminals, respectively, to communication-connect to the conference processing unit, a processor which executes a first screen display mode to individually display a plurality of screens, related to each of the several data terminals, and executes a second screen display mode to display screens, in which a plurality of screens related to each of the several data terminals are synthesized by the conference processing unit, based on the prescribed conditions, and a switching controller which selectively executes switching from the first screen display mode to the second screen display mode, or from the second screen display mode to the first screen display mode, and maintaining a screen display mode before switching, based on the prescribed conditions.

Abstract: According to one embodiment of the invention, there is provided a telephone system comprises a plurality of telephone terminals and a main unit. The main unit comprises an authentication processing unit performs login authentication MAC address authentication, and a mode specification unit receives specification of a plural terminal registration mode. The MAC address authentication refuses logins from telephone terminals differing in MAC address from a telephone terminal that has been allowed to log in firstly even if the logins are made by the same extension numbers. The plural terminal registration mode exclusively allows the simultaneous login by the same extension numbers from a plurality of telephone terminals having different MAC addresses. The authentication processing unit gives priority over the plural terminal registration mode higher than the MAC address authentication and makes the MAC address authentication void in the plural terminal registration mode.

Abstract: According to one embodiment, of the invention, there is provided a Web page access method applied to a network system. The network system comprises a terminal having a Web page browsing function, and a server that stores a Web page accessible from the terminal. The access method includes determining, by the server, characteristics of a user interface of an access source terminal, generating, by the server, a modified Web page by modifying a reference method of a link on the Web page according to the determined characteristics, transmitting, by the server, the modified Web page to the access source terminal, and displaying, by the terminal, the transmitted modified Web page.

Abstract: According to one embodiment, a server apparatus includes a memory which stores a management table in which the user IDs are associated with communication bands and treatable data sizes in the communication network with one another, a comparator which refers to the management table in occurring communication requests, and compares respective communication bands and data sizes of a first and a second communication terminals to be objects of the data communication control out of the plurality of communication terminals based on the reference result, and a controller which decides communication bands and data sizes to be assigned between the first and the second communication terminals based on the comparison result from the comparator, and executes a data communication connection between the first and the second communication terminals by using the decided communication bands and the data sizes.

Abstract: According to one embodiment of the invention, there is provided a telephone system comprises a plurality of telephone terminals and a main unit. The main unit comprises an authentication processing unit performs login authentication MAC address authentication, and a mode specification unit receives specification of a plural terminal registration mode. The MAC address authentication refuses logins from telephone terminals differing in MAC address from a telephone terminal that has been allowed to log in firstly even if the logins are made by the same extension numbers. The plural terminal registration mode exclusively allows the simultaneous login by the same extension numbers from a plurality of telephone terminals having different MAC addresses. The authentication processing unit gives priority over the plural terminal registration mode higher than the MAC address authentication and makes the MAC address authentication void in the plural terminal registration mode.

Abstract: An incoming call notification is performed based on a caller number extracted from a call-in signal and a user status stored in a user status storage unit, and thereby, the incoming call is notified adequately in accordance with the user status and a caller. For example, the contents of the incoming call notification is changed in accordance with a busyness of a user or an importance of the caller, and thereby, a flexible response by the user becomes possible.

Abstract: According to one embodiment, a server includes a control unit which instructs establishment and end of connection for the video data communications between the client computers corresponding to the telephone terminals, in accordance with the call information event received by the call information event receiving unit, and a connection information transmitting unit which transmits connection information between the plurality of client computers for which one of the establishment and the end of connection is executed by the control unit, wherein even if the connection information transmitting unit receives a notification of completion or end of the connection from the client computers, when the connection information transmitting unit receives a notification which accompanies change of connection states of the client computers, the connection information transmitting unit transmits the connection information after waiting for the change of the connection states.

Abstract: According to one embodiment, respective client terminals are linked to a plurality of respective telephone terminals in a communication system. A server connects the respective client terminals while associated with a voice communication between the telephone terminals, and performs various media communications. When the connected voice communication is disconnected, the client terminal disconnects a first type media communication to be synchronized with the voice communication among the connected media communications, and disconnects a second type media communication not to be synchronized with the voice communication after the second type media communication is finished.

Abstract: According to one embodiment, a server apparatus includes a connection controller which selectively executes first processing to execute the communication connections among the several data terminals, respectively, and second processing to make the several data terminals, respectively, to communication-connect to the conference processing unit, a processor which executes a first screen display mode to individually display a plurality of screens, related to each of the several data terminals, and executes a second screen display mode to display screens, in which a plurality of screens related to each of the several data terminals are synthesized by the conference processing unit, based on the prescribed conditions, and a switching controller which selectively executes switching from the first screen display mode to the second screen display mode, or from the second screen display mode to the first screen display mode, and maintaining a screen display mode before switching, based on the prescribed conditions.

Abstract: According to one embodiment, a server apparatus includes a memory which stores a management table in which the user IDs are associated with communication bands and treatable data sizes in the communication network with one another, a comparator which refers to the management table in occurring communication requests, and compares respective communication bands and data sizes of a first and a second communication terminals to be objects of the data communication control out of the plurality of communication terminals based on the reference result, and a controller which decides communication bands and data sizes to be assigned between the first and the second communication terminals based on the comparison result from the comparator, and executes a data communication connection between the first and the second communication terminals by using the decided communication bands and the data sizes.

Abstract: According to one embodiment, a server apparatus includes a first memory which memorizes group tables respectively showing correspondence relations between groups constituted by dividing the plurality of data terminals and data IDs of data terminals belonging to these groups, a second memory which memorizes band tables respectively showing correspondence relations between combinations of the plurality of groups and bands usable among plurality of data terminals to be communication-connected, and a controller which refers to the group tables and the band tables based on data IDs associated with the phone IDs included in the call information event, when the call information event is received, and executes communication connections among data terminals corresponding to the data IDs based on the reference result to assign bands to the data terminals.

Abstract: An incoming call notification is performed based on a caller number extracted from a call-in signal and a user status stored in a user status storage unit, and thereby, the incoming call is notified adequately in accordance with the user status and a caller. For example, the contents of the incoming call notification is changed in accordance with a busyness of a user or an importance of the caller, and thereby, a flexible response by the user becomes possible.

Abstract: According to one embodiment, a communication system includes a plurality of communication terminals are connected to a communication network and a server apparatus which are connected to the communication network, the server apparatus includes a first renewing unit to renew the network configuration information in the second management table and a first transmitter which reads out the network configuration information stored in the second management table in response to an acquisition request for the network configuration information to transmit the corresponding network configuration information to a communication terminal of a request origin, and the plurality of the communication terminals include a second transmitter which transmits the acquisition request for the network configuration information to the server apparatus, and a second renewing unit to renew the network configuration information stored in the first management table based on the network configuration information in response to the transmiss