Abstract: The present disclosure provides an information configuration method, an information interaction method, and an address information update method. The information configuration method may be performed by a first node, and may include: transmitting, to a second node, a first configuration request message comprising a request for a bearer context setup; receiving, from the second node, a first configuration response message comprising a response to the bearer context setup request in the first configuration request message; and establishing a bear context based on the first configuration response message, wherein the first configuration request message comprises at least one of information related to data profile, or profile indication information.

Abstract: This application provides a terminal identification method and an apparatus, and relates to the communications field. The terminal identification method includes: a communications device generates and sends a data packet; and after receiving the data packet, a network device determines, based on terminal information included in an internet protocol (IP) packet header of the data packet, a terminal type of a terminal corresponding to the terminal information.

Abstract: A user equipment may transmit a multicast/broadcast signal to a plurality of second UEs, and receive, in response to the multicast/broadcast signal, one or more HARQ feedback signals from one or more of the plurality of second UEs, based on a HARQ feedback resource that is commonly allocated to the plurality of second UEs.

Abstract: A method for presenting information includes receiving a specified digital value for display, assigning to a set of colors respective digital codes comprising respective binary values representing three primary color components of the colors, and encoding the specified digital value by combining at least four of the digital codes while selecting the colors such that none of the binary values is constant over all of the selected colors. A symbol is presented for imaging by a computing device, the symbol comprising at least four regions meeting at a common vertex and having the colors selected so as to encode the specified digital value using the respective digital codes.

Abstract: The present disclosure provides a cryptocurrency securing system and a cryptocurrency securing method thereof. The system receives a cryptocurrency transaction information from a user device, and determines whether a policy data corresponding to the cryptocurrency transaction information is legal. When the policy data corresponding to the cryptocurrency transaction information is legal, the system derives a cryptocurrency private key information via a personal identification number of the user device. The system then encrypts the cryptocurrency transaction information via the cryptocurrency private key information for deriving an encrypted cryptocurrency transaction information, and broadcasts the encrypted cryptocurrency transaction information to a blockchain network.

Abstract: A shelf label system and a method thereof are provided. The shelf label system includes base stations and at least one server. The at least one server may be configured to: obtain a target network topological structure according to a master base station having a shallowest topological depth and a ranging result between a base station and a superior base station of the base station, where each base station has a single superior base station; generate a transceiving time slot periodic table by allocating a transceiving time slot to each base station according to the target network topological structure; and obtain a synchronous network of the shelf label system by instructing the base stations to transmit and receive synchronous signals according to the transceiving time slot periodic table. The shelf label system further includes electronic shelf labels that receive the synchronous signals from the base stations.

Abstract: Embodiments of the present invention disclose a network channel switching method and apparatus, a device, and a storage medium. The method comprises: acquiring network channel switching information sent by an upper-level parent-node device having a connection relationship, and sending the network channel switching information to a lower-level child-node device having a connection relationship; and switching, according to the received network channel switching information, from a current channel to a target channel. The technical solution in the embodiments of the present invention can greatly improve the success rate of each node device receiving network channel switching information in a mesh network, such that channel switching across the entire mesh network can be achieved while maintaining connections between the node devices in the network, thereby improving the efficiency of channel switching in the mesh network.

Abstract: Methods and systems for metering computing resources in cloud computing environments are disclosed. A method includes: executing, by a computing device, computing tasks on computing resources; determining, by the computing device, an amount of time and an amount of power used in the executing the computing tasks on the computing resources; determining, by the computing device, a number of standard units consumed by the computing tasks based on the determined amount of time and the determined amount of power; and metering, by the computing device, the computing resources based on the determined number of standard units consumed by the computing tasks.

Abstract: A method and a device for sidelink wireless communications are disclosed by the present disclosure. A first node receives a third radio signal and a first radio signal set, the third radio signal comprising first information; herein, the first information comprises a node ID group and a first configuration; the node ID group comprises Q node IDs, Q being a positive integer greater than 1; the first configuration comprises a first parameter set; one of the Q node IDs is used for identifying the third radio signal's transmitter; the first parameter set is used for configuring RB of the first node; a transmitter of the first radio signal set is identified by one of the Q node IDs; or transmitters of Q1 radio signals in the first radio signal set are respectively identified by Q1 node IDs out of the Q node IDs.

Abstract: Methods, systems, and devices for wireless communications are described. A device may determine a packet for transmission and determine whether to transmit a reservation signal prior to the transmission of the packet based in part on a condition. The condition may include, but is not limited to, a packet size, or a packet priority, or a combination thereof. According to the determination, the device may refrain from transmitting the reservation signal or allocate resources for the reservation signal from a same resource pool associated with the transmission of the packet or a dedicated resource pool according to a pre-reservation resource pattern.

Abstract: Methods and apparatuses are described herein for a 5G system that deploys services providing optimizations and value add services based on delay tolerant data (DTD) exchanges between end devices and machine to machine (M2M) servers. In accordance with one embodiment, an apparatus may receive, from a second apparatus via the network, first information comprising a delay tolerant communication configuration comprising an identifier and a delay tolerant characteristic. The apparatus may receive, from a third apparatus, data in a plurality of data bundles that each comprises the identifier. The apparatus may process, based on the first information, the plurality of data bundles. The apparatus may route, based on the first information, the plurality of data bundles. The third apparatus may comprise a user equipment (UE).

Abstract: One technique includes receiving, in a first network, a multi-destination packet from a second network, and determining, based on the multi-destination packet, a first multi-destination tree in the first network for forwarding the multi-destination packet. In response to determining that the first multi-destination tree is not rooted on the network device, a second multi-destination tree in the first network is determined, and the multi-destination packet is transmitted using the second multi-destination tree. Another technique includes, upon detecting a first network device joining a network, sending a first indication to a second network device that the first network device is in a state for an amount of time. After the amount of time has elapsed, a second indication that the first network device has exited the state is sent to the second network device. A topology of the network is updated after the first network device has exited the state.

Abstract: A wiring system for an automobile connecting a processor and a plurality of devices, using one or more backbone sections. The processor and devices are connected to one another to form a first loop and a second loop, such that data may be transmitted along the first loop and data may be transmitted along the second loop.

Abstract: A communication method implemented by a first router of an autonomous system using an interior gateway protocol. The method includes determining at least one flow control parameter for sending messages of the interior gateway protocol to the first router, the at least one flow control parameter being determined based on capacity of the first router to process the messages of the interior gateway protocol; and announcing, in a message of the interior gateway protocol, the at least one control parameter to at least a second router of the autonomous system, which is a neighbor of the first router.

Abstract: After obtaining a virtual machine migration message, a control node performs first network configuration on a virtual switch of a new virtual machine. After performing the first network configuration, the control node creates the new virtual machine, and performs second network configuration on a second virtual switch in a virtual network in which a to-be-migrated virtual machine is located. In the present application, before the new virtual machine is created, a network connection of the to-be-migrated virtual machine is maintained, and a part of network configuration for the new virtual machine is completed.

Abstract: The Active Shooter Response Capability (ASRC) integrates the ASRC application software, heads-up-display (HUD) smart glasses, ASRC processor/transmitter/controller (PTC) and antennas, with either an existing or ASRC provided CCTV/video surveillance, gunshot detection system (GDS), and loudspeaker (1MC). The PTC provides connectivity for multiple devices to accommodate dedicated processing for multiple response teams. ASRC system enables real-time situation awareness providing first responders the ability to visually locate and track an active shooter while executing a breach entry into the scene. When first responders approach the site of a reported active shooter or gunshot detection system alert of gunshot, the ASRC app is accessed on the squad car onboard computer or optional ASRC tablet which remotely syncs with the facility's PTC. This interaction enables the scroll thru each CCTV/Surveillance camera view to locate and lock-on/auto track the shooters movements.

Abstract: Techniques and systems for recovering a communication session from a dedicated bearer failure are disclosed. For example, a P-CSCF node can determine that a dedicated bearer associated with a communication session has failed, and, in response, send a SIP message to a UE associated with the communication session, the SIP message causing the UE to refrain from sending SIP requests using a SIP INVITE method. The process may further include identifying a first network node associated with an identifier of the UE, the first network node comprising one of a PGW or a SMF, and sending an instruction to the first network node to dissociate the dedicated bearer from the communication session. This causes a new attach procedure to be performed by the UE to recover the session without session failure.

Abstract: Cryptographically secure data communications between layered groups of devices in a wireless cooperative broadcast network encrypts datagrams twice prior to transmission by a source device, first using an inner layer key that is shared by a first group of devices, and second using an outer layer key that is shared by a second group of devices; the devices of the first group being members of the second group. Received datagrams are recovered by first decrypting with the outer layer key and second decrypting with the inner layer key.

Abstract: A controller device manages a plurality of network devices. The controller device includes one or more processing units configured to receive an upgrade request; obtain a redundancy model indicating network device redundancies or service redundancies; determine, based on the upgrade request and the redundancy model, an update graph having nodes each representing one of the network devices or one of the services, the update graph also having at least one edge that connects two of the nodes and that indicates the network redundancy or the service redundancy; determine, based on the update graph including the at least one edge, an update schedule for performing an update of software for the network devices that ensures availability for the first network device or second network device or availability for the service; and update the software of each of the network devices according to the update schedule.

Abstract: Techniques for managing multi-mode communications between nodes in a network include initiating, by a first node in a mesh network, a carrier sense multiple access with collision avoidance (CSMA/CA) session while the first node is in a first mode. The CSMA/CA session is associated with a request to transmit a data message to a second node in the mesh network. Initiating the CSMA/CA session includes determining availability of a channel associated with a channel schedule of the second node associated with the first mode.

Abstract: An identification (ID) number setting method for a modular device that comprises a master building element and a plurality of slave building elements that are connected to the master building element, includes: disconnecting the slave building elements from the master building element; setting ID numbers of all of the slave building elements to be a preset ID number; and assigning new ID numbers to slave building elements of N tiers that are connected to one output interface of the master building element in an order from first tier to Nth tier, wherein the slave building elements of the first tier are slave building elements that are directly connected to the output interface, the slave building elements of the Nth tier are slave building elements that are indirectly connected to the output interface through slave building elements of a (N?1)th tier, N is a natural number greater than 1.

Abstract: A computer method and system for analyzing performance of a 5G communication network for determining 4G traffic offload characteristics. Determine relative spectrum efficiency for data downlinks and uplinks in the 5G communication network and determine values for pairs of 4G LTE primary cells and 5G NR primary cells. A heatmap is generated utilizing the determined values for depicting 4G traffic offload characteristics in a 5G communication network wherein the generated heatmap includes a generated line depicting a connection between a LTE PCell to a 5G NR PScell wherein a width of the generated line is scalable relative to a determined percentage of 5G utilized traffic in the 5G communication system.

Abstract: A network element and method for programming a network element that includes detecting an update to a first route in a routing information base (RIB) is disclosed. The method includes locating a first route network prefix associated with the first route within a network prefix trie (NPT); determining that, prior to the update, a first parent network prefix and the first route network prefix were reachable using a pair of different next hops connected to the network element; and determining that, after the update, the first parent network prefix and the first route network prefix are reachable using a first common next hop connected to the network element. The method also includes removing an existing forwarding information base (FIB) entry in the FIB associated with the first route network prefix.

Abstract: The present disclosure relates to a user equipment, a network side device, a wireless communication method and a storage medium. The user equipment of the present disclosure comprises a processing circuit, the processing circuit being configured to: generate channel occupancy time (COT) sharing indication information, wherein the COT sharing indication information comprises time frequency resources used by other user equipments when the user equipment shares a COT with the other user equipments; and send the COT sharing indication information to the other user equipments. By using the user equipment, the network side device, the wireless communication method and the storage medium of the present disclosure, COT sharing can be supported in a D2D communication mode, thereby enabling a channel to be utilized more reasonably, and simplifying a usage process of an unauthorized frequency band in D2D communication.

Abstract: A device for repeating a Wi-Fi signal transmitted by an access point and a system for extending the coverage of the Wi-Fi access point. The device for repeating the Wi-Fi signal is configured to: receive, via a wired connection connected to a device for extending a Wi-Fi access point, a digital signal resulting from the analogue-digital conversion of an analogue signal from a power division of a signal intended to be transmitted by the Wi-Fi access point around a predetermined carrier frequency so as to deliver a first Wi-Fi signal; convert the digital signal received via the wired connection into an analogue signal and transmit the analogue signal around the predetermined carrier frequency, so as to deliver a second Wi-Fi signal substantially identical to the first Wi-Fi signal.

Abstract: Systems and techniques are disclosed to enhance the efficiency of available bandwidth between UEs and base stations. A UE transmits a sounding reference signal (SRS) to the base station. The base station characterizes the uplink channel based on the SRS received and, using reciprocity, applies the channel characterization for the downlink channel. As part of applying the channel information, the base station forms the beam to the UE based on the uplink channel information obtained from the SRS. The UE may include an array of antennas, each UE transmitting a different SRS that the base station receives and uses to characterize the downlink. Multiple UEs (or a single UE with multiple antennas) transmit SRS at the same time and frequency allocation (non-orthogonal), but with each sending its own unique SRS. Further, multiple UEs (or a single UE with multiple antennas) may send their SRS at unique time/frequency allocations (orthogonal).

Abstract: Provided a method for setting up an authorization verification for a first device, for example a field device in an automation system, wherein the first device is configured by configuration data transmitted to the first device from a configuration module that is detachably connected to the first device and, for example, is implemented in the form of an SD card or a USB stick, having: detection of a connection of a configuration module to the first device, reading configuration module-specific device information from the configuration module, requesting configuration module-specific authorization verification for the configuration model-specific device information from the first device in an authorization device, and storing the requested configuration module-specific authorization verification on a security storage unit of the first device.

Abstract: A wireless waveguide system for a heating, ventilation, and air conditioning (HVAC) system. The wireless waveguide system includes a sensor that detects an environmental condition and directs a signal indicative of the environmental condition along an interior of a ductwork. A signal sensor detects a strength of the signal within the interior of the ductwork. A repeater that operates based on the strength of the signal detected by the signal sensor and repeats the signal along a communication path at least partially within the interior of the ductwork to a controller of an HVAC unit.

Abstract: A computer network may include a Non-IP subnetwork for communication between the gateway and the frontend device, an IP subnetwork for communication between the gateway and at least one backend device, and a gateway connecting the Non-IP subnetwork with the IP subnetwork and translating communication therebetween. The IP communication is based on an IP security protocol, providing means for authentication and/or encryption. The gateway mediates handshaking for establishing a secure tunnel for secure end-to-end communication between the backend device and the frontend device. The secure tunnel is set to apply a session key. The gateway and the backend device exchange datagrams with handshaking parameters. The Non-IP messages are exchanged with a subset of the handshaking parameters. The backend device and the frontend device generate the session keys and to authenticate the handshaking incorporating the handshaking parameters and subset of handshaking parameters, respectively.

Abstract: An example computing device is configured to (i) establish a connection to a secure wireless network (ii) determine that one or more playback devices of a media playback system are not connected to the secure wireless network (iii) receive, via a graphical display, a user input indicating a request to update the one or more playback devices with network configuration parameters for the secure wireless network, (iv) retrieve, from storage, a list of the one or more playback devices, (v) receive an input indicating a first playback device to be updated from the list, (vi) establish an initial communication path with the first playback device, (vii) transmit a set of one or more messages to the first computing device collectively comprising the network configuration parameters for the secure wireless network, and (viii) receive an indication that the first computing device has established a connection to the secure wireless network.

Abstract: Disclosed are example embodiments of cell detection in a mobile communications network. An example method includes performing a detection procedure in the mobile communications network, the detection procedure including correlating two M-sequences to generate two correlations, and combining the two correlations, each correlation expressed as a likelihood of a cyclic shift, combining the two correlations to form a likelihood of a SSS sequence; and performing a signature-based filtering to eliminate a cell detection false alarm peak, the signature-based filtering including comparing a known signature of a specific secondary synchronization signal SSS sequence going through the detection procedure.

Abstract: A method for propagating data packets in a network of nodes is disclosed. The method comprises: collecting a set of first data packets during a first time period, the set including at least one first data packet received from one or more first nodes in the network; determining an available bandwidth in the network node's links to a plurality of neighbouring nodes connected to the network node; determining a mapping that assigns each of the first data packets for relay to one or more neighbouring nodes, the mapping indicating an expected time of relay of each of the first data packets, and transmitting the first data packets of the set to the plurality of neighbouring nodes according to the determined mapping.

Abstract: An example method of orchestrating a software-defined (SD) network layer of a virtualized computing system is described, the virtualized computing system including a host cluster, a virtualization management server, and a network management server each connected to a physical network, the host cluster having hosts and a virtualization layer executing on hardware platforms of the hosts. The method includes receiving, at the virtualization management server, a declarative specification describing a proposed state of an SD network for the host cluster, deploying, by the virtualization management server, virtualized infrastructure components in the host cluster in response to the proposed state in the declarative specification, and deploying, by the virtualization management server in cooperation with the network management server, logical network services supported by the virtualized infrastructure components in response to the proposed state in the declarative specification.

Abstract: In one embodiment, a method comprises: identifying, by a low power and lossy network (LLN) device in a low power and lossy network, a minimum distance value and a distance limit value for limiting multicast propagation, initiated at the LLN device, of a multicast data message in the LLN; and multicast transmitting, by the LLN device, the multicast data message with a current distance field specifying the minimum distance value and a distance limit field specifying the distance limit value, the multicast transmitting causing a receiving LLN device having a corresponding rank in the LLN to respond to the multicast data message by: (1) determining an updated distance based on adding to the current distance field a rank difference between the receiving LLN device and the LLN device, and (2) selectively retransmitting the multicast data message if the updated distance is less than the distance limit value.

Abstract: The disclosure relates to a communication scheme and system for convergence between an IoT technology and a 5G communication system for supporting a higher data transfer rate beyond a 4G system. The disclosure may be applied to intelligent services (e.g. smart home, smart building, smart city, smart car or connected car, health care, digital education, retail business, and security and safety-related services), based on a 5G communication technology and an IoT-related technology. In addition, the disclosure provides a method and an apparatus for reducing the power consumption of a terminal in a wireless communication system.

Abstract: A method of accessing and managing content in a network based on unique standardized hierarchical identifications of products is provided. The method receives a notification that a first electronic device has completed an ownership event associated with a first product that includes a unique standardized hierarchical identification comprising a plurality of hierarchical sections. A first plurality of temporarily owned profiles is assigned to the first electronic device. Each profile in the first plurality of temporarily owned profiles is associated with one hierarchical section in the plurality of hierarchical sections of the first product. A temporarily owned profile associated with the lowest level in the first unique standardized hierarchical identification is associated with an item identification of the first product.

Abstract: A method of integrity check, a terminal, and network-side equipment are provided. The method includes: receiving, by the terminal, user plane data transmitted by the network-side equipment; performing, by the terminal, integrity check on the user plane data based on user-plane-data integrity check configuration information.

Abstract: This invention introduces methods and mechanisms of partial integrity protection in mobile systems. A user equipment (UE), comprising: a memory configured to store instructions; and a processor configured to execute the instructions to: receive, from a network device, user plane data having integrity protection; send an error indication indicating an integrity protection error relating to the user plane data; and receive retransmitted user plane data from the network device with a reduced data rate, based on the error indication.

Abstract: Optimizing carrier aggregation assignment for relay nodes by assigning all available component carriers within a sector towards relay node transmissions regardless of a buffer status of the relay nodes. Embodiments include stationary relay nodes and those with consistent channel states.

Abstract: Various embodiments disclosed herein provide for facilitating creating a mesh connectivity between network nodes in a hierarchical network. According an embodiment, a method comprising receiving a first condition, wherein the first condition indicates whether to setup a mesh connection with a first distributed unit node of a first node device. The method further comprising, in response to determining that the first condition indicates establishment of the mesh connection, facilitating establishing a peer-to-peer connection directly with the first distributed unit node of the first node device and a second distributed unit node of a second node device, wherein the first distributed unit node comprises wireless communication technologies and the second distributed unit node comprises wireless communication technologies.

Abstract: Systems and methods for extended protection in a Segment Routing network that utilizes Flexible Algorithm include defining a first Flexible Algorithm that segregates the Segment Routing network into a first subset network that excludes any of links and nodes from the Segment Routing network; defining a second Flexible Algorithm that segregates the Segment Routing network into a second subset network, different from the first subset network; and defining extended protection for the first Flexible Algorithm with the second Flexible Algorithm whereby the second Flexible Algorithm is usable for path to protect the first Flexible Algorithm.

Abstract: A communication terminal is capable of simultaneously communicating through a plurality of carriers by carrier aggregation, and the communication terminal comprises: a quality measurement unit for measuring the reception quality of a radio wave transmitted through a plurality of carriers from a base station of a connected cell to obtain a measured value; a primary carrier storage unit storing information specifying a primary carrier chosen from the plurality of carriers; a comparator for comparing a measured value of the primary carrier measured by the quality measurement unit to a threshold value; and a cell search unit for searching for another cell when the measured value of the primary carrier is less than or equal to the threshold value. Consequently, a search threshold value for carrier aggregation can be appropriately determined to perform a cell search and a quality measurement.

Abstract: One embodiment is a sidelink discovery-related UE operation method in a wireless communication system, the operation method comprising the steps in which: the UE generates a discovery message; and the UE transmits the discovery message, wherein the discovery message is delivered to a Medium Access Control (MAC) layer through a logical channel (LCH), and the LCH has a fixed Logical Channel Identity (LCID) and a fixed priority for the discovery.

Abstract: A geolocationing system and method for providing awareness in a multi-space environment, such as a hospitality environment or educational environment, are presented. In one embodiment of the geolocationing system, an array of gateway devices is provided. Each gateway device includes a gateway device identification providing an accurately-known fixed location within the multi-space environment. Each gateway device includes a wireless transceiver that receives a beacon signal from a proximate wireless-enabled personal locator device. The gateway devices, in turn, send gateway signals to a server, which determines estimated location of the wireless-enabled personal locator device with transmitted signal strength modeling.

Abstract: A network includes at least two nodes that employ a routing protocol to communicate across a network. One of the nodes is a parent node and another of the nodes is a child node of the parent node. An address generator assigns a unique network address to the child node by appending an address value of a number of bits to a parent address of the parent node to create the unique network address for the child node.

Abstract: A network includes an intermediate node to communicate with a child node via a wireless network protocol. An intermediate node synchronizer in the intermediate node facilitates time synchronization with its parent node and with the child node. A child node synchronizer in the child node to facilitates time synchronization with the intermediate node. The intermediate node synchronizer exchanges synchronization data with the child node synchronizer to enable the child node to be time synchronized to the intermediate node before the intermediate node is synchronized to its parent node if the intermediate node has not synchronized to its parent node within a predetermined guard time period established for the child node.

Abstract: Network management techniques are described. A controller device of this disclosure manages a device group of a network. The controller device includes processing circuitry in communication with the memory, the processing circuitry being configured to receive, using a programmable diagnosis service executed by the processing circuitry, a programming input, to form, using the programmable diagnosis service, based on the programming input, a resource definition graph that models interdependencies between a plurality of resources supported by the device group, to detect, using the programmable diagnosis service, an event affecting a first resource of the plurality of resources, and to identify, using the programmable diagnosis service, based on the interdependencies modeled in the resource definition graph formed based on the programming input, a root cause event that caused the event affecting the first resource, the root cause event occurring at a second resource of the plurality of resources.

Abstract: A method that is performed to access data nodes of a data cluster. The method includes obtaining, by a data access gateway (DAG), a request from a host, wherein the DAG is not executing on the host; in response to the request, obtaining discovery metadata from each data node of the data nodes in the data cluster; updating, based on the discovery metadata, a discovery metadata repository; identifying a first data node of the data nodes based on the discovery metadata; and sending the request to the first data node of the data nodes.

Abstract: A method for executing conditional handover by a UE in a wireless communication network is provided. The method may include receiving an RRC reconfiguration message from a source cell of the wireless communication network. The RRC reconfiguration message may include a handover configuration and determining whether a CHO configuration may be provided in the handover configuration. Further, the method may include performing one of: continuing an RLM timer and an RLM procedure on the source cell, in response to determining that the CHO configuration is provided in the handover configuration; and stopping the RLM timer and suspending the radio link monitoring procedure on the source cell, in response to determining that the CHO configuration is not provided in the handover configuration. The method may then include executing the CHO from the source cell to a candidate target cell in the wireless communication network based on the CHO configuration.

Abstract: Systems and methods for determining activated neural pathways in knowledge graphs are disclosed. In an embodiment, a computer system may retrieve data associated with a user account and generate a knowledge graph centered around an account under a current adjudication. The computer system may determine paths based on the knowledge graph using similarity and sentiment scores. By reducing the amount of data in the knowledge graph to specific data associated with paths of interest, unnecessary computer operations may be avoided, which increases processing times related to the knowledge graph and allows near real-time outputs based on the knowledge graph to be utilized. The computer system may rank the paths based on their similarity scores and sentiments scores to determine which paths are considered activated neural pathways in the knowledge graph. The computer system may base a determination of the current adjudication for the account on the activated neural pathways.