Abstract: A system may include a memory, a communication interface, and a processor operatively coupled to the communication interface. The processor may be configured to generate a set of classification models. The classification models may include one or more sentences associated with application program interface (API) documentations. The processor may also be configured to access one or more content sources for content. Additionally, the processor may be configured to determine whether one or more sentences in the content is the same or substantially similar to one or more sentences included in the classification models. In response to determining one or more sentences in the content is the same or substantially similar, the processor may be configured to collect the content as API documentation. Additionally, the processor may be configured to categorize different type of API documentations, such as REST API documentations, JAVA API documentations, etc.

Abstract: This disclosure involves personalizing user experiences with electronic content based on application usage data. For example, a user representation model that facilitates content recommendations is iteratively trained with action histories from a content manipulation application. Each iteration involves selecting, from an action history for a particular user, an action sequence including a target action. An initial output is computed in each iteration by applying a probability function to the selected action sequence and a user representation vector for the particular user. The user representation vector is adjusted to maximize an output that is generated by applying the probability function to the action sequence and the user representation vector. This iterative training process generates a user representation model, which includes a set of adjusted user representation vectors, that facilitates content recommendations corresponding to users' usage pattern in the content manipulation application.

Abstract: Mobile and/or computer based functionality to: (i) provide a secure method of communication between patients and physicians; (ii) provide reminders and/or alerts to patients in the form of mobile phone alerts, mobile phone alarms, email, text messages, etc.; (iii) offer calibrated photo taking using, e.g., shadow-overlay; (iv) utilize historical image data to identify complications or diagnose conditions; and (v) aggregate and present a composite of multiple photos (e.g., a time-lapse profile or gallery).

Abstract: Attribute-based application programming interface (API) comparative benchmarking is provided. In response to determining that a target API maps to an existing API classification based on attributes of the target API, a weighted average of benchmark confidence scores of other APIs in a same class as the target API is determined. A benchmark confidence score is determined for the target API based on feedback, reviews, and ratings. The benchmark confidence score of the target API is compared with the weighted average of benchmark scores. An attribute-based API classification mapping is updated based on the comparison. Pricing for the target API is determined based on a weighted average of API pricing across the other APIs in the same class as the target API.

Abstract: Computerized systems and methods for managing API information. An exemplary method includes receiving an input from a user device associated with a first computer system, the input not including identity of a second computer system. The method includes determining a target API based on the input, the target API being the second computer system's API. The method also includes determining whether a user of the user device has access to the target API. The method includes retrieving documentation of the target API from an API database if it is determined that the user has access to the target API. The method includes providing the user device with the retrieved documentation.

Abstract: In one general aspect, a method for creating an enterprise application can include receiving, by a computing device, a selection of a project for creating using a template, receiving, by the computing device, a selection of an application for the project, receiving information for associating with the application, receiving a selection of a data source, receiving a selection of a core data service from a group of core data services associated with the data source, the core data service utilizing a smart template, receiving a selection of a data service that utilizes the selected core data service, receiving a selection of an annotated data service, and creating the enterprise application. The creating can be based on the smart template. The creating can utilize the received information for associating with the application, the data source, the core data service, the data service, and the annotated data service.

Abstract: An aspect includes source code analysis and adjustment. An analysis request is received based on a change detected in a source file. A static analysis of the source file is initiated using a parser to produce a list of named elements and element types based on the source file. Name and pattern recognition is performed by a pattern analyzer based on the list of named elements and element types to identify one or more naming convention inconsistencies in the source file using at least one pattern learned from the source file. A change is suggested to modify at least one named element in the source file based on identifying the one or more naming convention inconsistencies.

Abstract: An aspect includes source code analysis and adjustment. An analysis request is received based on a change detected in a source file. A static analysis of the source file is initiated using a parser to produce a list of named elements and element types based on the source file. Name and pattern recognition is performed by a pattern analyzer based on the list of named elements and element types to identify one or more naming convention inconsistencies in the source file using at least one pattern learned from the source file. A change is suggested to modify at least one named element in the source file based on identifying the one or more naming convention inconsistencies.

Abstract: Disclosed embodiments are directed at systems, methods, and architecture for providing auto-documentation to APIs. The auto documentation plugin is architecturally placed between an API and a client thereof and parses API requests and responses in order to generate auto-documentation. In some embodiments, the auto-documentation plugin is used to update preexisting documentation after updates. In some embodiments, the auto-documentation plugin accesses an online documentation repository. In some embodiments, the auto-documentation plugin makes use of a machine learning model to determine how and which portions of an existing documentation file to update.

Abstract: An apparatus for automatic conversion of existing systems management software applications to run in multiple middleware runtime frameworks by automating the unification of runtime framework ontologies and isolating runtime dependent code in the build process of system management applications through the introduction of a runtime dependency processor and performing runtime dependency analysis.

Abstract: A system, computer-implemented method and computer program product for efficiently managing enterprise architecture using resource description framework is provided. The system comprises a solution configurator configured to facilitate defining one or more Resource Description Framework (RDF)/Extensible Markup Language (XML) models corresponding to one or more applications. The system further comprises an ontology parser configured to parse the one or more defined RDF/XML models to create corresponding Java objects. Furthermore, the system comprises a solution manager configured to process the one or more parsed RDF/XML models for creating the corresponding one or more applications. Also, the system comprises a user interface generator configured to generate one or more graphical user interfaces corresponding to the one or more created applications, wherein the created one or more applications facilitate efficient management of enterprise architecture.

Abstract: Evaluating documentation coverage can include identifying, from a testing tool having exercised an application, interface elements of the application's user interface. The identified interface elements are filtered to identify documentable interface objects. For each identified documentable interface object, it is determined if documentation exists for that documentable interface object. A value, indicative of the determined existence or non-existence of documentation, is assigned to each documentable interface object. Documentation coverage data is reported for the application interface. The coverage data is reflective of the values assigned to the documentable interface objects.

Abstract: A method includes receiving product data relating to a first computer software product, selecting from the product data a set of epics that describe functional aspects of the first computer software product, and generating a product description ontology of the first computer software product from the selected set of epics. Product description ontologies of a plurality of second computer software products are compared to the product description ontology of the first computer software product, and in response, a list of product functions that are missing from the first computer software product but that are relevant to the first computer software product is generated. The list of product functions that are omitted from the first computer software product but that are relevant to the first computer software product is weighted and output as a weighted list. The weighted list may be used as an input to a software development management platform on which the first computer software product is developed.

Abstract: The invention relates to systems and methods using a logical data model for aggregating data entities in a functional information system supported upon a computing platform, and also for providing systems and methods for analyzing economic information using a functional coordinate system.

Abstract: Examples relate to providing distributed compilation of statically typed languages. In some examples, first order dependencies of a target module are identified, where each of the first order dependencies is associated with one of a number of dependent modules. Next, each first order dependency of is traversed to remove code references from source code of a corresponding module of the plurality of dependent modules, where each of the code references refers to a type defined in an indirect dependency of the target module, and compile the source code of the corresponding module to generate a module stub of a number of module stubs. At this stage, source code of the target module is compiled using the module stubs to generate a target program.

Abstract: The method includes adjusting, by one or more computer processors, a Javascript object notation structure to comprise a tag on at least one object and a tag on at least one array. The method further includes receiving, by one or more computer processors, data indicating a first set of at least one change to the Javascript object notation structure. The method further includes adjusting, by one or more computer processors, the tags in the Javascript object notation structure to include the first set of the at least one change in the Javascript object notation structure. The method further includes receiving, by one or more computer processor, data indicating the first set of the at least one change to the Javascript object notation structure is complete. The method further includes displaying the first set of the at least one change to the Javascript object notation structure based upon the adjusted tags.

Abstract: The method includes adjusting, by one or more computer processors, a Javascript object notation structure to comprise a tag on at least one object and a tag on at least one array. The method further includes receiving, by one or more computer processors, data indicating a first set of at least one change to the Javascript object notation structure. The method further includes adjusting, by one or more computer processors, the tags in the Javascript object notation structure to include the first set of the at least one change in the Javascript object notation structure. The method further includes receiving, by one or more computer processor, data indicating the first set of the at least one change to the Javascript object notation structure is complete. The method further includes displaying the first set of the at least one change to the Javascript object notation structure based upon the adjusted tags.

Abstract: A method is provided to evaluate impact of a change to code of a depended upon component of a system stored in a computer readable storage device, upon a dependent component of the system, the method comprising: identifying a dependency relationship between a first component stored in a computer readable storage device and a second component stored in the computer readable storage device; in response to a determination that the second component depends upon the first component, configuring a computer system to obtain a first property evaluation corresponding to the first component; and in response to obtaining the first property evaluation corresponding to the first component, configuring the computer system to associate the first property evaluation with the second component, and obtain a second property evaluation corresponding to the second component, wherein the second component is associated with the first property evaluation.

Abstract: Disclosed is a method of facilitating learning a programming language. The method may include presenting, with a processor, a prompt to a user. Further, the method may include receiving, with a processor, an input representing a program behavior. Furthermore, the method may include generating, with a processor, a source code based on the input. Additionally, executing the source code may produce the program behavior.

Abstract: A method and system for assigning an annotation to a statement in a source code. The method comprises generating intermediate representation of the source code by parsing the source code. The method comprises identifying one or more instances of definition of a variable and one or more instances of use of the variable. The method comprises categorizing the variable into a group of variables based on the one or more instances of definition of the variable, the one or more instances of use of the variable, a description of the variable, and mathematical operators defining a correlation between the variable and one or more other variables. Further, a data description table and a data dictionary of the plurality of variables are created. The method assigns an annotation to the variable present in the statement of the source code based on the data description table and the data dictionary.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for extracting source code. One of the methods includes receiving, by a newly created process, a request to execute code of an executable file in the newly created process, wherein the request specifies a parameter. The newly created process loads a process interception library. Library initialization code of the process interception library determines whether the parameter should be intercepted. In response to determining that the parameter should be intercepted, the parameter is provided to another process.

Abstract: Reviewing software source code by receiving a changeset containing identified source code text changes. A computer creates a workflow of a source code module using execution paths among logical groupings of source code statements. The computer identifies logical groupings of source code statements in the workflow that contain text changes. The computer generates an integrated graphical user interface that will display a visual indication of the text changes and the logical groupings that contain the text changes, visually indicate logical groupings that contain text changes when selected by a user, visually indicate source code statements associated with a selected logical grouping in the workflow, link user comments for a source code statement and logical groupings to the associated logical groupings and source code statements, respectively, and visually indicate the linked logical groupings and linked source code statements when a source code statement is selected.

Abstract: A method for testing a software application is provided. The method may comprise associating a plurality of controls on a software application screen with testing actions to be performed on the controls, thereby creating a plurality of test steps, and generating a test component. The method may include analyzing a plurality of testing actions on a software application screen to learn characteristics of the testing actions and automatically assigning one or more parameters to one or more of the plurality of test steps based on a library that matches parameters to the names of testing actions. A parameter may comprise a reference to a column in a test data spreadsheet, which is separate from the test component and the library, the column in the test data spreadsheet comprising a plurality of different rows of test data to be utilized in conjunction with an associated control.

Abstract: The cyber threat monitor and control apparatuses, methods and systems (hereinafter “CTMC”) determines risk across a global Internet network graph model for various virtual or physical network elements. In one embodiment, the CTMC defines a factor mechanism representing interactions among the set of network elements, the factor mechanism including a factor indicative of a correlation between a pair of network elements from the set of network elements, and dynamically calculate the probabilistic network security measure for each network element in the global Internet graph model based at least in part on the factor mechanism and any observed threat indicators related to the global Internet graph model.

Abstract: A computer-implemented method is provided for identifying items in loosely-structured data. The method generally includes constructing a composite data definition for items which are to be identified and parsing input data using the data definition. The composite data definition is constructed by defining a layout for a composite data definition, where the layout indicates at least one of positional relationship of data items to each other and positional information for data items in the loosely-structured data; arranging data items in the layout, where each data item in the layout has a common meaning for applications that use the data item; creating an identification order list for the composite data definition, where the identification order list includes the data items in the layout and specifies an order in which the data items comprising the composite data definition are to be identified within the loosely-structured data.

Abstract: Disclosed herein is a framework for analyzing and determining the impact and importance of software code or method changes. In accordance with one aspect, invocations of methods are tracked by generating marking records. The marking records may be used to rebuild a call stack, which can be used to organize the methods to generate a calling dependency representation. The methods may then be ranked based on such calling dependency representation.

Abstract: A non-transitory recording medium stores a program including program codes for causing a computer (a) to read information necessary for a display from a base file, (b) to display information according to base file contents, (c) to read machine type dependent information that (i) is necessary for the display on an output apparatus, (ii) depends on an output apparatus machine type, and (iii) cannot be commonly used in multiple machine types, (d) to create a transaction file composed of function information and an argument necessary for the function without including a control code based on the machine type dependent information, and (e) to instruct the output apparatus to output the information according to the base file contents by using the transaction file and a fixed file that (i) does not depend on the machine type, (ii) can be commonly used in multiple machine types, and (iii) is composed of machine type independent information including the control code.

Abstract: A framework or infrastructure (extensibility framework/infrastructure) for extending the indexing capabilities of an event processing system. The capabilities of an event processing system may be extended to support indexing schemes, including related data types and operations, which are not natively supported by the event processing system. The extensibility is enabled by one or more plug-in extension components called data cartridges.

Abstract: Exemplary embodiments employ a mapping among entities that are related to each other. The entities may include a graphical model, generated code, a generated report, a requirements document and/or an intermediate representation. The mapping may facilitate graphical identifications between parts of one entity that maps to part of another entity. The graphical identification may occur based on a selection of a part in one of the entities.

Abstract: A system for testing a software application receives one or more object spaces extracted from a development or runtime environment of the software application. The extracted object space includes information about various objects associated with the software application, its dependencies, and/or environment, and some of the objects may be dynamically created and/or modified. The extracted object space does not include any source code. A language dependent extraction component can extract the object space using introspections and/or reflection APIs. The extracted object can be translated into a language-independent format and can be analyzed to identify any vulnerabilities in the software application without access to the source code, compiled binary, and runtime environment of the software application.

Abstract: Exemplary embodiments include a computer-implemented method for generating agile user stories, the method including collecting, by a processor, a plurality of requirements, creating, by the processor, a plurality of content space specification files that includes the plurality of requirements, processing, by the processor, the plurality of content space specification files to generate the user stories and outputting, by the processor, the user stories.

Abstract: Briefly, embodiments of methods or systems for testing software modules are disclosed.

Abstract: A method and apparatus for proving hover help support is described. In one embodiment, the method includes loading a documentation file generated from application source code. The method may also include parsing the documentation file to determine a context of elements within the documentation file. Furthermore, the method may include generating a model of the documentation file based on the context of the elements and storing the model in a memory.

Abstract: A hierarchical object is exported from a first electronic system to a second electronic system, where the hierarchical object is modifiable at each of the first and second electronic systems, and where a baseline version of the hierarchical object is created. A first version of the hierarchical object at the first electronic system is compared against the baseline version, to form a first data structure identifying any changes between the first version of the hierarchical object and the baseline version. A second data structure is received identifying changes between a second version of the hierarchical object at the second electronic system and the baseline version. A visualization based on the first and second data structures is provided.

Abstract: Requirement terms and a glossary having requirement terms with matching requirement term synonyms are received. It is determined whether a first requirement term is identical to a second requirement term in the glossary. The first requirement term that is identical to the second requirement term is replaced by the synonym of the second requirement. A first graph is generated having requirement term synonyms. A relationship strength is determined between the requirement term synonym nodes. The matching requirement term synonyms are grouped into clusters based on the relationship strength between the nodes. The clusters are separated into modules based on relationship strength between the nodes and a maximum number of requirements allowed in each module. A second graph of modules is generated. The second graph is translated into human-readable documents and machine-readable files and the machine-readable files are exported to a software design tool.

Abstract: A method (which can be computer implemented) for inferring whether at least a first relationship exists between at least first and second entities includes the steps of applying a first assessor to obtain a first confidence level pertaining to putative existence of said at least first relationship between said at least first and second entities, applying a second assessor to obtain a second confidence level pertaining to putative existence of said at least first relationship between said at least first and second entities, and combining said first and second confidence levels to obtain an overall inference whether said at least first relationship exists between said at least first and second entities.

Abstract: An information processing system, computer readable storage medium, and method for automatically generating human readable and meaningful documentation for one or more source code files. A processor of the information processing system receives one or more source code files containing source code artifacts (SCA) and infers semantics therefrom based on predefined rules. The processor, based on the inferred semantics, extracts documentation from another source code file. The extracted documentation and the inferred semantics are used to generate new human readable and meaningful documentation for the SCA, such new documentation being previously missing from the SCA. The generated new documentation is included with the SCA in one or more source code files.

Abstract: Techniques and systems for creating a function call graph for a codebase are disclosed. Graph creation includes identifying functions in the codebase by a function signature and representing a function as a first node in the call graph. For that function, identifying call-to functions, call-from functions, and inheritance parents and children, and a base class from the function signature of that function; adding child nodes to the first node based on the identified call-to and call-from functions; for an interface call to a base class method in the function, adding child nodes to the first node based on implementations of an override of the base class method; for an added child node, removing that child node from the first node if a source file that includes an implementation of an override and a source code file that includes the function don't share at least one common binary file.

Abstract: Methods, computer-readable media, and apparatuses provide a tool (e.g., a user interface) for capturing and managing requirements, such as nonfunctional requirements (NFRs). The tool may be used in the course of developing software or a system architecture to gather information for software developers, system architects, and others. In particular, a process is disclosed that includes a step of identifying interaction points, a step of developing an interaction grid (or matrix) defining interactions between the identified interaction points, and a step of ascertaining NFRs from a user for each interaction.

Abstract: Systems, methods, and computer-readable media having computer-executable instructions embodied thereon that generate notifications that are delivered to translators who provide updates or translations that are included in localization resources for software applications are provided. Resources are stored on a cloud device in a development file or a public database. The public database stores the content that is selected for modification or translation. The languages may be selected by one or more application developers or may be based on a geographic region associated with the content or the language currently associated with the content. One or more translators are identified based on matches to translator profiles included in the public database. The matching translators receive notifications, which inform the translator that updates or translations are requested. In turn, the translators may access the public database and provide the updates or translations.

Abstract: At least one design diagram is obtained from at least one previous software project. At least one service abstraction is extracted from the at least one design diagram. The at least one service abstraction is reused in a new software project. In another aspect, requirements are obtained for a current software project; at least one class diagram is obtained from at least one previous software project; a dependency graph is generated from the at least one design diagram, using link analysis; relationships between classes in the dependency graph are analyzed to obtain functional artifacts for the requirements; and the functional artifacts are reused in the new software project.

Abstract: Techniques are disclosed for generating and updating product documentation. The techniques include monitoring a script being executed to test the functionality of an application. The script may have one or more tags associated with corresponding tags in documentation associated with the application. The techniques further include capturing, during execution of the script, content items from the application based on the one or more tags of the script and inserting the captured content items into the documentation at locations indicated by the corresponding tags of the documentation.

Abstract: Plagiarism is detected by comparing statements within source code of a first program to comments within source code of a second program.

Abstract: The technique relates to a method, device, and non-transitory computer readable medium for extracting cross language dependencies and estimating code change impact in software based on a plurality of dependency graphs, a network of the plurality of co-committed files and one or more predefined graph metrics. This technique involves extracting source code and revision history data from repository for construction of plurality of dependency graphs and a network of plurality of co-committed files in order to determine one or more cross language dependencies and code change impact in software system built using multiple programming languages, by analyzing the dependency graphs, the network of co-committed files and one or more predefined graph metrics. Finally, the output is visualized with the help of one or more graph visualization technique.

Abstract: Methods and arrangements for providing human-language descriptors for computer code. An interface is used to input computer code, and a human-language descriptor is automatically associated with at least one code identifier in the computer program code, wherein the human-language descriptor is obtained to assist a user in determining a meaning of the at least one code identifier. The human-language descriptor is visually displayed along with the at least one code identifier. Other variants and embodiments are broadly contemplated herein.

Abstract: A clone detection method including a detection step of detecting at least a plurality of subsystems, functions of which can be commonalized, from a model constituted by a block diagram and having a plurality of subsystems each composed of an input port, an output port, and a block connected between the input port and the output port, the detection step being performed by a control section.

Abstract: Technologies are disclosed for pruning a dependency graph representing source artifacts compilable by a plurality of compilers. The dependency graph can include strongly connected components represented as a directed acyclic graph. During compilation of the source artifacts, it can be discovered that some source artifacts did not need to be compiled, and associated nodes in the dependency graph can be pruned. Pruning can result in removal of nodes for source artifacts that are yet to be compiled, and compilation for source artifacts associated with such nodes in the dependency graph can be avoided.

Abstract: Embodiments of the present invention disclose a method, computer program product, and system for customizing help screens. A computer receives a request for help content. The computer identifies an annotated help file that corresponds to the request for help content. The computer identifies one or more variables in the identified annotated help file. The computer retrieves a value for each of the one or more variables from a software product. The computer replaces each of the one or more variables in the identified annotated help file with the retrieved value to generate customized help content.

Abstract: Implementations of the present disclosure involve a system and/or method for minimum cost cycle removal from a directed graph. The system determines if a provided graph contains any cycles by assigning each vertex an integer value and comparing the integer values of vertices connected by an edge. When the value of a starting vertex is greater than an ending vertex, a cycle is present. The system then determines which edges may be removed in order to minimize the cost of breaking the cycle. The system generates a linear cost function that is equal to the sum of a cost to remove an edge multiplied by a corresponding binary variable. Constraints are generated to ensure that the result does not have any cycles. The system then solves for the minimum of the linear cost function by utilizing the constraints. The value of the binary variables may then be used to determine which edges to remove.

Abstract: A method that includes: running a set of functional tests over a computer code; determining, for each code element of the computer code, which functional test covered it, to yield a tests-elements coverage map; associating portions of the computer code with corresponding design portions or requirements derived from a design document or a requirements document respectively, associated with the computer code, to yield a design/requirements-code tracing map; deriving, from the tests-code coverage map and the design/requirements-code tracing map, a design/requirements-tests coverage map, exhibiting coverage of the computer code by the functional tests, in terms of the design or the requirements, wherein at least one of the running, the determining, the associating, and the deriving is executed by at least one processor.