Abstract: A system, method, and computer-readable medium for performing a variable and interaction detection operation. In certain embodiments, the variable and interaction detection operation detects important variables and as well as interactions among certain important variables in big data. In certain embodiments, the variable and interaction detection operation includes a robust automated process flow (i.e., an analytic recipe) which identifies important variables and their interactions in large data sets.

Abstract: A data processing circuit includes a condition input circuit and a search engine array. The condition input circuit receives and stores multiple search conditions corresponding to multiple data search tasks. The search engine array receives the search conditions and performs the data search tasks in a parallel manner according to the search conditions. The search engine array includes a storage medium and multiple search engines. The search condition(s) corresponding to one data search task is provided to one search engine and the search engine array accesses a random access memory to load the data stored in the random access memory into the storage medium. The search engines search the data stored in the storage medium according to the corresponding search condition(s) to perform the corresponding data search task, concurrently, and obtain a corresponding search result.

Abstract: The present disclosure provides a method and apparatus for pushing search results, an apparatus and a non-volatile computer storage medium. The method comprises: performing real-time search according to the user's key word to obtain current search results; performing statistics of access heat of each content in the current search results; obtaining, from the current search results, content whose access heat meets heat requirements, as content to be pushed; pushing the content to be pushed to the user. According to the present disclosure, while the real-time search is implemented, the search results are screened according to the access heat, which facilitates reduction of the number of search results pushed to the user, and thereby reduces network resources consumed in pushing the search result to the user.

Abstract: Systems, media, and methods for automated response to social queries comprising: monitoring queries from users, each query submitted to a vendor via an interactive chat feature of an external electronic communication platform, monitoring human responses to the queries, monitoring subsequent communications conducted via the electronic communication platform until each query is resolved; applying a first machine learning algorithm to the monitored communications to identify a query susceptible to response automation; applying a second machine learning algorithm to the query susceptible to response automation to identify one or more responses likely to resolve the query; and either i) notifying a human to respond to the query susceptible to response automation with the one or more responses likely to resolve the query, or ii) instantiating an autonomous software agent configured to respond to the query susceptible to response automation with the one or more responses likely to resolve the query.

Abstract: A set of documents is parsed. Members of the set of documents include a set of text elements and a set of visual elements. A text content stream based on the set of text elements and a visual content stream based on the set of visual elements are produced. For respective documents, a set of respective visual element summarizations is built from the visual content stream. Each visual summarization includes a text description of a respective visual element in the respective document. A holistic index is created by indexing the text content from the text content stream and the text descriptions of the visual elements in a single search index. The indexing uses a set of semantic relationships between the text content from the text content stream and the textual descriptions of the visual elements. A user interface allows a user to selectively search text content and visual content.

Abstract: A data mining method, system, and non-transitory computer readable medium, include defining a set of filter constraints as a filter function for clustering users' private records of data of a private domain, obtaining a set of data from a public domain by applying the filter function to users' public records of data of the public domain, selecting a subset of the users' public records of data that is common with the users' private records of data, and performing data mining on the selected subset of the users' public records of data in combination with the users' private records of data to match a user of the private domain to public records of the user of the private domain.

Abstract: In an example embodiment, a query for search results is received, the query including at least one value for one facet, a facet defining a categorical dimension for the search results. It is then determined that the facet in the query is exclusive. In response to the determination that the facet is exclusive: for each potential facet different from the facet in the query: for each potential value in the potential facet: conditional entropy gain of the value in the query and the potential value is determined. The potential value in the potential facet that has the highest conditional entropy gain is determined, as is the potential facet with the minimum maximum conditional entropy gain. Then the potential facet with the minimum maximum is input into a machine learning model, causing the machine learning model to output one or more suggested facets to add to the query.

Abstract: A system for interactive analysis of data is provided, the system having a client means and at least one server with a database assigned to the server, in which the data to be analyzed is stored. The data comprises a number of data sets each comprising location information and a number of further attribute values. The server means is adapted to (1) generate an electronic document, with a map and a number of filter modules embedded in the document. An attribute of the data sets is assigned to each filter module, and the attribute values form a filter criterion, and information of the data sets meeting the filter criterion are embedded in the map. The server means further (2) receives, from the electronic document, an update request, which comprises information on the attribute values of a filter module, and (3) generates an update message depending on the received update request.

Abstract: Methods, systems, and media for presenting links to media content are provided.

Abstract: There is provided a device and a method to facilitate enhanced communication between social entities utilizing metadata tags, which may be hashtags. According the features of the device and the method, users may select to follow other users and hashtags in order to see posts related to those hashtags from users they follow on their timeline or their following tab and communicate further with their followers or the poster using enabled functions such as creating and viewing clips related to said posts, sending and receiving wires in relation to a particular post or creating emoji streams and sharing publically or amongst selected friends. Users may tag one another to posts, send direct or reply wires or engage with one another across this social networking platform in any number of ways utilizing enhanced potential of social entities such as hashtags, which have gone previously untapped. This redefined computing architecture allows for quicker processing and more efficient and use of computing resources.

Abstract: Systems and methods for automated aggregated content commenting are disclosed herein. Such a system can include a memory including a content database; an evaluation criteria database; and a comment database. The system can include at least one server. The at least one server can: receive a content identifier; receive a user identifier; provide a representation of the piece of content to the user; receive a comment from the user identifying a portion of the piece of content; generate a portion of the comment database linked to the user and the content; generate an entry in the portion of the comment database linked to the user and the content; and store the comment in the entry in the portion of the comment database.

Abstract: A system and method for producing a new globally-unique identifier (GUID) format that may be used, for instance, to uniquely identify a number of different items in a distributed computer system, such as, for example, transactions in an e-commerce system, sessions in a cloud-based computing system, identifiers for unique customers in an ecommerce system, among others. The unique ID may have one of a number of different formats that may be generated upon receiving a request for an ID. For instance, the GUID may be generated in a plain hex format, a GUID format, ESS, and B64B (Base64Binary) format. The new format may be generated based on information relating to a site ID, an absolute time, and a sequential counter, that ensures that no two GUIDs are the same. Further, the system may be capable of issuing multiple GUIDs within a single command, such as may be required to generate an array of GUIDs.

Abstract: System and methods for aligning event data recorded by recording devices. Recording devices create, transmit, and store alignment data. Alignment data created by a recording device is stored in the memory of the recording device with a time that is maintained by the recording device and that is relative to the time of event data recorded by the recording device that creates the alignment data. Recording devices further receive and store transmitted alignment data. Alignment data received by a recording device is stored in the memory of the recording device with a time that is maintained by the receiving recording device and that is relative to the time of event data recorded by the recording device that creates alignment data. Stored alignment data may be used to align the playback of event data of devices that have the same alignment data.

Abstract: A method synchronizes related data across networked host devices. At each of a first and a second host device, string vectors are created for each document stored within the host device. The respective set of string vectors are encoded using a two-dimensional hash, where a first dimension of the two-dimensional hash stores string vector differences between all elements that reside in a symmetric difference and a second dimension of the two-dimensional hash stores one string vector from the symmetric difference. The respective encoded set of string vectors is transmitted to the other host device, which then decodes the respective encoded set of string vectors received to arrive at the symmetric difference. The host device determines which string vectors it is missing and requests from the other host device the missing documents pertaining to the missing string vectors. The missing documents are received by the requesting host device.

Abstract: A system for providing a third party centralized data hub. The system includes a server storing a database of sets of third party data, and the system includes a third party risk management module on the server maintaining the third party data. The system includes a first set of client devices communicatively linked with the server over a digital communications network and operable by data providers to provide and modify one of the sets of third party data. The system includes a second set of client devices linked with the server and operable by data consumers to access a subset of the sets of third party data. During operations, the risk management module monitors the third party data, identifies a modification, by one of the data providers, of one of the sets of third party data, and automatically generates and transmits an alert to the second set of client devices.

Abstract: A method of determining olfactory perception signature of a subject is disclosed. The method comprises: providing the subject with a plurality of physical odorant samples for sniffing; for each sniffed odorant sample, presenting to the subject, by a user interface, a set of odorant descriptors and a respective set of rating controls, and receiving ratings entered by the subject using the rating controls. Each rating is indicative of a descriptiveness of a respective odorant descriptor for the odorant sample, thereby obtaining a set of descriptiveness levels for the odorant sample. The method also comprises calculating, by a computer, relations between pairs of sets of descriptiveness levels corresponding to pairs of odorant samples, to provide a vector of relations, wherein the vector represents the olfactory perception signature of the subject.

Abstract: A table lookup apparatus has a content-addressable memory (CAM) based device and a scope mask circuit. The CAM based device has CAM entries that are used to vertically store a plurality of tables in a word-wise aggression fashion, wherein the CAM entries are responsive to a valid bit input including valid bits of the CAM entries, and a CAM entry is invalid when receiving a corresponding valid bit set by a predetermined logic value. The scope mask circuit masks a portion of the valid bit input by assigning the predetermined logic value to each valid bit included in the portion of the valid bit input, wherein the portion of the valid bit input corresponds to non-selected table (s).

Abstract: Methods may include defining operational parameters for an initial composition design; generating an initial composition design from the defined operational parameters; predicting the performance of the initial composition design using a statistical model; comparing the performance of the initial composition design with the operational parameters; optimizing the initial composition design according to the defined operational parameters; and outputting a final composition design. Methods may also include defining operational parameters for an initial composition design for a wellbore fluid; generating an initial composition design from the defined operational parameters; predicting the performance of the initial composition design using a statistical model; comparing the performance of the initial composition design with the operational parameters; optimizing the initial composition design according to the defined operational parameters; and outputting a final composition design.

Abstract: A computer-implemented method and system automatically detects stress singularity in a three-dimensional (3D) computer-aided design (CAD) model. A potential area of high stress is detected. A finite element mesh of the 3D CAD model is refined, at least in the potential area of high stress, after which, whether the high stress value converges is determined. A user is alerted that the potential area of high stress is an area having one or more elements of stress singularity. Suggestions are made regarding how to eliminate the stress singularity and the user is enabled to modify the design of the 3D CAD model to eliminate the stress singularity.

Abstract: A hardware monitor arranged to detect livelock in a hardware design for an integrated circuit. The hardware monitor includes monitor and detection logic configured to detect when a particular state has occurred in an instantiation of the hardware design; and assertion evaluation logic configured to periodically evaluate one or more assertions that assert a formal property related to reoccurrence of the particular state in the instantiation of the hardware design to detect whether the instantiation of the hardware design is in a livelock comprising the predetermined state. The hardware monitor may be used by a formal verification tool to exhaustively verify that the instantiation of the hardware design cannot enter a livelock comprising the predetermined state.

Abstract: Provided is a technology capable of reducing the number of resources necessary for logic implementation in a control device. A semiconductor LSI design device generates a combinational circuit configured with functional blocks defined by a functional block library from an application specification, allocates an operation order of each functional block in the combinational circuit under a condition for starting an operation of a functional block connected to an input pin after ending the operation, converts into a sequence circuit which uses the functional block twice or more in a time division manner, extracts the operation order at a time of execution of the sequential circuit, and determines whether the operation order allocated to the combinational circuit coincide with the extracted operation execution order.

Abstract: A method of designing an acoustic microwave filter in accordance with frequency response requirements.

Abstract: A method, system, and product for simulation of Internet of Things (IoT) environment. The method performed by a simulation node in the IoT environment, which comprises the simulation node and a cloud server connected by a computerized network. The method comprises selecting a simulated IoT device to simulate from a plurality of simulated IoT devices that are being simulated by the simulation node; invoking a real-world model to obtain real-world simulated values; determining a simulated behavior of the selected simulated IoT device by invoking a device model and providing the real-world simulated values thereto, o wherein the simulated behavior comprises transmitting a message to the cloud server; setting a next simulated action of the simulation node to occur at a designated time, wherein the next simulated action is the simulated behavior; and performing the next simulated action at the designated time.

Abstract: Method, system and product for decomposing a simulation model. The method comprising automatically decomposing the simulation model into a predetermined number of co-simulation components, wherein each co-simulation component is allocated to a different simulation platform, wherein said automatically decomposing comprises: defining a target optimization function, wherein the target optimization function computes an estimated run time of the simulation model, wherein the target optimization function is based on a communication time within each co-simulation component and a communication time between each pair of co-simulation components; and determining a decomposition of the simulation model that optimizes a value of the target optimization function. The method further comprises executing the decomposed simulation model by executing in parallel each co-simulation component on a different simulation platform, whereby the simulation model is executed in a distributed manner.

Abstract: For a time-series, a baseline error value is reduced to compute a target forecast error value by maximizing a net benefit value of a forecasted value of the time-series. For each forecasting model in a set of models, a corresponding model error value related to the time-series is computed. From the set, a subset of models is selected where each model in the subset has a cost that will produce a positive value for the net benefit. A selected model from the subset is associated with the time-series such that a model error value of the selected model is at most equal to the target forecast error. The time-series is forecasted using the selected model such that the forecasted value has an error of less than the baseline error at a future time, and the forecasted value produces a positive net benefit at the future time.

Abstract: Embodiments of the present invention simulate a real-world system by first generating a time dependent system of equations that represents the real-world system where the time dependent system of equations has a defined constraint. Next, the constraint is de-coupled from the time-dependent system of equations using a matrix representing an approximation of physics of the real-world system, the de-coupling generating a first system of equations representing the constraint and a second system of equations representing physics of the real-world system. In turn, the generated first and second systems of equations are solved and the real-world system is automatically simulated by generating a simulation using results from solving the first and second systems of equations.

Abstract: Methods and apparatus for investigating and predicting slug flow in complex pipes are disclosed. More particularly, the techniques provide a model of multiphase flow in a complex pipeline and its solution acquired using the Jacobian-Free Newton-Krylov (JFNK) method by way of non-limiting example. The fully implicit formulation framework described in this work enables to efficiently solve governing fluid flow equations. The framework can reduce the multiphase flow model in zones or cells of the pipe that exhibit phase disappearance based on the phase state distributions over the cells. The model of multiphase flow can include a model for single-phase cells that is different from a model for multiphase cells, and the proper model can be selected (or switched) as the phase characteristics of the multiphase flow of the cells change over time. A transient two-fluid model can be used to verify and validate the proposed algorithm for conditions of terrain-induced slug flow regime.

Abstract: Systems and methods for process design and analysis of processes that result in products or analytical information are provided. A hypergraph data store is maintained and comprises versions of each process. A version comprises a hypergraph with nodes, for stages of the process, and edges. Stages have parameterized resource inputs associated with stage input properties, and input specification limits. Stages have resource outputs with output properties and output specification limits. Edges link the outputs of nodes to the inputs of other nodes. A run data store is maintained with a plurality of process runs, each run identifying a process version, values for the inputs of nodes in the corresponding hypergraph, their input properties, resource outputs of the nodes, and obtained values of output properties of the resource outputs. When a query identifies one or more inputs and/or outputs present in the run data store, they are formatted for analysis.

Abstract: Systems and methods for process design and analysis of processes that result in products or analytical information are provided. A hypergraph data store is maintained and comprises versions of each process. A version comprises a hypergraph with nodes, for stages of the process, and edges. Stages have parameterized resource inputs associated with stage input properties, and input specification limits. Stages have resource outputs with output properties and output specification limits. Edges link the outputs of nodes to the inputs of other nodes. A run data store is maintained with a plurality of process runs, each run identifying a process version, values for the inputs of nodes in the corresponding hypergraph, their input properties, resource outputs of the nodes, and obtained values of output properties of the resource outputs. When a query identifies one or more inputs and/or outputs present in the run data store, they are formatted for analysis.

Abstract: A simulation method for a mixed-signal circuit system includes: detecting a plurality of registers and a clock signal included in the mixed-signal circuit system; performing a timing analysis converting operation upon a circuit block coupled between any two register of the plurality of registers to obtain a converted circuit system; and performing a Static Timing Analysis operation upon the converted circuit system; wherein when the circuit block is convertible into a combinational circuit block, the timing analysis converting operation includes: converting the circuit block to the combinational circuit block, wherein the combinational circuit block is logic gate-level.

Abstract: Integrated circuits (ICs) rely on static timing analysis during their design to ensure that they will operate at desired frequencies. Delays between sequential elements (e.g., latches and flip-flops) are constrained to meet target clock periods. Certain signals, however, such as untimed nets may be excluded from timing constraints if the circuit function does not require these nets to switch and propagate to sequential elements within the clock period. However, a signal marked as “untimed” may have been mistakenly specified by the designer as an untimed net. To verify that an untimed net does not negatively impact the function of the design logic, the embodiments herein generate upstream and downstream event networks using shadow logic that corresponds to design logic upstream and downstream of the untimed net. A metastability network coupled to these networks is used to model nondeterminism and metastability resulting from transitions or potential glitches on the untimed net.

Abstract: A computer-implemented method for configuring a hardware verification system includes receiving, in the computer, a first data representative of a first design. The method further includes performing a first mapping of the first data to generate a second data in accordance with a first cost function and one or more first delays each associated with a different one of a first multitude of paths. One of the first multitude of paths includes a critical path characterized by a second delay. The method further includes performing a second mapping of the second data to generate a third data in accordance with a second cost function and a multitude of third delays each associated with a different one of a second multitude of paths and the second delay. The method further includes compiling the third data for configuring the hardware verification system.

Abstract: A method of designing an acoustic microwave filter comprises generating a proposed filter circuit design having an acoustic resonant element with a defined admittance value, introducing a lumped capacitive element in parallel and a lumped inductive element in series with the resonant element, selecting a first capacitance value for the capacitive element and a first inductance value for the inductive element, thereby creating a first temperature modeled filter circuit design, simulating the first temperature modeled filter circuit design at a first operating temperature, thereby generating a first frequency response, selecting a second capacitance value for the capacitive element and a second inductance value for the inductive element, thereby creating a second temperature modeled filter circuit design, simulating the second temperature modeled filter circuit design at a second operating temperature, thereby generating a second frequency response, and comparing the first and second frequency responses to the

Abstract: Embodiments of the present invention may provide the capability to design SRAM cells may be designed that is compatible with the requirements of InGaAs integration by selective epitaxy in SiO2 cavities without sacrificing density and area scaling. In an embodiment of the present invention, a computer-implemented method for designing a hybrid integrated circuit may comprise receiving data representing a layout of a static random-access memory cell array, identifying areas between active channel regions that do not overlap with transistor gates of static random-access memory cells of the static random-access memory cell array, selecting from among the identified areas at least one area, expanding the selected areas to determine whether the expanded area intersects with a p-doped active Si semiconductor or p-channel semiconductor area, and marking as Si seed locations the identified expanded areas that do not intersect on both sides with a channel active transistor region.

Abstract: A method of calculating a form according to an embodiment relates to a method of calculating a processed depth of a material to be etched when the material to be etched is etched using a mask material. The method comprises calculating a first opening solid angle ?1 based on an opening of a mask pattern, the first opening solid angle ?1 defining an incident quantity of ions contributing to etching, and calculating a second opening solid angle ?2 based on an opening of a mask pattern, the second opening solid angle ?2 defining an incident quantity of depositions. A processed depth at a process point where the material to be etched is etched is calculated based on a linear equation using the first opening solid angle ?1 and the second opening solid angle ?2 as variables.

Abstract: A method for increasing the decoupling capacitance in a microelectronic circuit. The method comprises producing a circuit design of the microelectronic circuit, analyzing the produced circuit design, and subsequently filling gaps in the circuit design by cells with decoupling capacitor.

Abstract: A method and apparatus for selecting Si wafer WP based on individual or multiple DFM decks for Si-feed-forward and Si-feed-back analysis are provided. Embodiments include generating markers for a wafer from an individual DFM deck; generating UCF Indexes; determining whether a representative marker corresponding to a UCF is a candidate for WP prediction; extracting markers corresponding to that UCF-Index (UEF data) from a candidate; performing a UCF-Index-based sampling on the extracted UEF data set if a number of markers in the extracted UEF data set is larger than an inspection requirement; adding a location of each marker or group of markers in the extracted UEF data set to a sitelist after the UCF-Index-based sampling; sending the sitelist to a foundry for metrology analysis on sitelist locations; and adding the sitelist locations and corresponding UCF Index and metrology parameters to a design analysis database for analyzing other wafers/UCF Indexes.

Abstract: An apparatus is provided for analysis of a repair for a structure by identifying component parts of the structure that have common material properties and geometric constraints, and based thereon determining a generic repair component for the component parts that also have the common material properties and the geometric constraints. A set of loads are extracted from a loads model of the undamaged structure and redistributed in a loads redistribution model at a damaged or defective portion of the component part. The set of redistributed loads indicate loading incurred by the generic repair component under an external load. The apparatus then uses the redistributed loads to perform an analysis to determine a margin of safety of the generic repair component and, in instances in which the margin of safety is positive, outputs the material properties and geometric constraints of the generic repair component to a fabrication system for production thereof.

Abstract: A computer-implemented method constructs a three-dimensional (3D) model, deletes data defining two or more features of the 3D model, and creates a new feature to replace the two or more features. Each of the two or more features has a set of faces, and a reduced amount of data is associated with the new feature with respect to the amount of data defining the two or more features. The method maps unique identifiers, enabling references to be retained and preventing a failure of an operation that uses the reference.

Abstract: A computing system for a vehicle is provided. The computing system includes one or more processors for controlling operation of the computing system, and a memory for storing data and program instructions usable by the one or more processors. The one or more processors are configured to execute instructions stored in the memory to determine if the vehicle is operating with at least one occupant inside the vehicle. If the vehicle is operating without at least one occupant inside the vehicle, the system may control the vehicle so as to disable and/or deactivate selected ones of driver-usage systems/components and passenger-usage systems/components.

Abstract: A method of identifying a promising cellular antiviral or bacterial toxin drug target is described including: 1) providing a plurality of potential antiviral or bacterial toxin drug targets; 2) generating an interactome including the potential drug targets using a systems-biology computational method; and 3) analyzing the interactome to identify one or more promising antiviral or bacterial toxin drug targets. New indications for older drugs identified using this method are also described.

Abstract: According to one embodiment, a genotype estimation device includes: an acquirer configured to acquire a clustering strength of genotype data of a plurality of specimens including an unknown specimen whose genotype is not known and known specimens whose genotypes are known; and an estimator configured to estimate the genotype of the unknown specimen on the basis of the genotype data in response to the clustering strength being larger than a first threshold, and output an estimation result.

Abstract: A genotyping device includes a representative value calculator, a first labeler, a model creator, a second labeler. The representative value calculator calculates a representative value for each of one or more clusters with respect to each of a plurality of SNPs. The representative value being calculated based on signal intensities of specimens included in each of the clusters. The first labeler assigns genotypes to clusters of an SNP pertaining to three clusters among the SNPs on basis of the representative values of the clusters. The model creator creates a model indicative of a relationship between the genotypes of the clusters of the SNP pertaining to the three clusters among the SNPs and the representative values of the clusters. The second labeler assigns genotypes to clusters of an SNP pertaining to one or two clusters among the SNPs on basis of the representative values of the clusters and the model.

Abstract: A method of identifying co-expressed coding and noncoding genes is disclosed. The method may include receiving genetic sequences, mapping the genetic sequences to known coding and noncoding genes, correlating the mapped genes, and generating a co-expression network. A system for generating a co-expression network and providing the co-expression network to a user on a display is disclosed. The system may include a memory, one or more processors, one or more databases, and a display.

Abstract: The present invention relates to methods for evaluating and/or predicting the outcome of a clinical condition, such as cancer, metastasis, AIDS, autism, Alzheimer's, and/or Parkinson's disorder. The methods can also be used to monitor and track changes in a patient's DNA and/or RNA during and following a clinical treatment regime. The methods may also be used to evaluate protein and/or metabolite levels that correlate with such clinical conditions. The methods are also of use to ascertain the probability outcome for a patient's particular prognosis.

Abstract: A medical image processing apparatus includes: a storage unit configured to store original image data associated with a medical image; and an intermediate information generation unit configured to generate, on the basis of the original image data, intermediate information used in predetermined image processing of generating reference image data on the basis of the original image data, and to store the generated intermediate information in the storage unit.

Abstract: A method for conducting questionnaire survey is implemented by a server coupled to a user equipment (UE). The method includes the steps of: transmitting a first questionnaire to the UE; receiving a user answer for a specific question of the first questionnaire from the UE; determining whether to transmit to the UE a second questionnaire that is associated with an issue raised in the specific question according to the user answer therefor and at least one of a physiological parameter associated with a user, an ambient parameter, or personal information of the user; and when the determination is affirmative, transmitting the second questionnaire to the UE.

Abstract: A system, method and computer program product of capturing and displaying health information of a first person on an electronic computing device, the electronic computing device can include: one or more computer processors; and one or more memory devices, the computer-implemented method can include, e.g., a) receiving data electronically about a first person user on the first client computing device, where the first person user has one or more family member users, each having one or more computing devices, or a user with which the user may wish to share a personal health data record, the data about the first person user can include: any identification data, any inputted health related data, or any captured health related data about the first person, can include: any health related data; an application programming interface (API) accessible data; or other health records such as, e.g.

Abstract: Systems and methods of recording patient's medical documents and training programs for improving medical document recordation. The system includes a computer readable medium capable of storing medical data obtained from patients, including disease codes, a computer with software capable of evaluating the data stored on the computer readable medium for completeness, and a notification system capable of presenting to the user of the system a warning if any of the data is found to be incomplete or incorrect. The training includes evaluating the healthcare provider's current medical documentation process, training the healthcare provider in methods of recording medical documents, providing a system for recording medical documents, and training the healthcare provider in use of the system.

Abstract: An assertion acceptance value matrix (300) indicates the reliability of assertions, particularly assertions or decisions whether records match or do not match, made by other medical institutions in a federation of medical institutions with different patient record systems and some common patients. Records from different institutions with a high likelihood of matching or not matching are automatically matched or not matched. Those that are ambiguous are manually reviewed. The assertion acceptance value matrix is used to reduce or expedite the manual review.