Abstract: A data enrichment system may include an attribute relevance module to measure relevance of an attribute to a data object to be enriched. The data object may include the attribute including a known or an unknown value. An output value confidence module may calculate a confidence of an output value of a source used for enrichment of the data object. The output value may represent the known and/or unknown values of the attribute. The system may use the measured relevance of the attribute and the calculated confidence of the output value to determine assignment of the known or unknown values to the attribute.

Abstract: A document analysis, commenting, and reporting system provides tools that automate quality assurance analysis tailored to specific document types. As one example, the system may implement state machines that evaluate document structure instances to determine whether the document structure instances conform to pre-defined syntaxes. The state machines may include error states and final states, and messages may be associated with the error states for display when a state machine reaches the error state.

Abstract: A document analysis, commenting, and reporting system provides tools that automate quality assurance analysis tailored to specific document types. As one example, the system may implement state machines that evaluate document structure instances to determine whether the document structure instances conform to pre-defined syntaxes. The state machines may include error states and final states, and messages may be associated with the error states for display when a state machine reaches the error state.

Abstract: A functional design creation tool generates a functional design diagram for visual presentation on a display. The functional design creation tool extracts content from a processed requirements specification including one or more processed requirement statements. The functional design creation tool applies one or more glossaries and a set of heuristic rules to the extracted content. Functional design diagram components may be generated by the functional design creation tool based on the application of the glossaries and set of heuristic rules. The functional design tool may generate a functional design diagram based on the functional design diagram components. The functional design diagram may be transmitted to a display.

Abstract: A textual analysis system is configured to compare textual content of textual statements. The textual analysis system is configured to score the textual content of a first textual statement and a second textual statement. Based on the score, the textual analysis system may determine a level of correspondence between the first textual statement and the second textual statement. The textual analysis system is configured to generate an interactive visual representation of the correspondence levels between the first statement and the second statement. The visual representation may be transmitted to a display.

Abstract: A data lineage tracking system may include a memory storing a module comprising machine readable instructions to obtain trace log entries representing an interaction with, a manipulation of, and/or a creation of a data value. The data lineage tracking system may further include machine readable instructions to select the trace log entries that are associated with commands performed by an application, cluster similar trace log entries from the selected trace log entries, and analyze mappings between the clustered trace log entries to determine data lineage flow associated with the data value.

Abstract: A data mapping acceleration system may include a syntactic profile module to generate a syntactic profile of a data source to be mapped. A semantic classification module may generate a semantic classification of the data source. A similarity module may evaluate the syntactic profile and semantic classification to determine an overall similarity between attributes of data from the data source for mapping the data source.

Abstract: Embodiments of the claimed subject matter provide a process and system for designing composite application systems. One embodiment of the claimed subject matter is a process of designing a composite application system to meet an application requirement. The process includes defining a use case scenario performed by a composite application system to meet the application requirement, integrating the use case scenario with an execution tool, and specifying an underlying infrastructure for the system design, wherein, the entire process is performed within an integrated software application.

Abstract: A requirement statement manipulation system is configured to create and edit requirement statements of various types. The requirement statement manipulation system may generate an interactive visual environment to receive input used in manipulating a requirement statement through creation or editing. The interactive visual environment may include specific requirement-type interfaces allowing requirement statements of a specific type to be manipulated. The interactive visual environment may manipulate requirement statements based on textual input, as well as through text generation.

Abstract: A corpus of textual listings is received and main concept words and attribute words therein are identified via an iterative process of parsing listings and expanding a semantic model. During the parsing phase, the corpus of textual listings is parsed to tag one or more head noun words and/or one or more identifier words in each listing based on previously identified main concept words or using a head noun identification rule. Once substantially each listing in the corpus has been parsed in this manner, the expansion phase assigns head noun words as main concept words and modifier words as attribute words, where possible. During the next iteration, the newly identified main concept words and/or attribute words are used to further parse the listings. These iterations are repeated until a termination condition is reached. Remaining words in the corpus are clustered based on the main concept words and attribute words.

Abstract: A textual analysis system is configured to compare textual content of textual statements. The textual analysis system is configured to score the textual content of a first textual statement and a second textual statement. Based on the score, the textual analysis system may determine a level of correspondence between the first textual statement and the second textual statement. The textual analysis system is configured to generate an interactive visual representation of the correspondence levels between the first statement and the second statement. The visual representation may be transmitted to a display.

Abstract: An information source alignment system may include a tree generation module executed by a computer system to generate a source category hierarchy tree for a source class in a first information source and a target category hierarchy tree for a target class in a second information source. The source and target category hierarchy trees may be constructed from a class hierarchy of a knowledge source. A class-similarity determination module may compare the source and target category hierarchy trees. An alignment module may determine whether the source and target classes are aligned based on the comparison of the source and target category hierarchy trees.

Abstract: A textual analysis system is configured to compare textual content of textual statements. The textual analysis system is configured to score the textual content of a first textual statement and a second textual statement. Based on the score, the textual analysis system may determine a level of correspondence between the first textual statement and the second textual statement. The textual analysis system is configured to generate an interactive visual representation of the correspondence levels between the first statement and the second statement. The visual representation may be transmitted to a display.

Abstract: A document analysis, commenting, and reporting system provides tools that automate quality assurance analysis tailored to specific document types. As one example, the specific document type may be a requirements specification and the system may tag different parts of requirements, including actors, entities, modes, and a remainder. However, the flexibility of the system permits analysis of any other document type, such as instruction manuals and best practices guides. The system helps avoid confusion over the document when it is delivered because of non-standard terms, ambiguous language, conflicts between document sections, incomplete or inaccurate descriptions, size and complexity of the document, and other issues.

Abstract: A data mapping acceleration system may include a syntactic profile module to generate a syntactic profile of a data source to be mapped. A semantic classification module may generate a semantic classification of the data source. A similarity module may evaluate the syntactic profile and semantic classification to determine an overall similarity between attributes of data from the data source for mapping the data source.

Abstract: A data enrichment system may include an attribute relevance module to measure relevance of an attribute to a data object to be enriched. The data object may include the attribute including a known or an unknown value. An output value confidence module may calculate a confidence of an output value of a source used for enrichment of the data object. The output value may represent the known and/or unknown values of the attribute. The system may use the measured relevance of the attribute and the calculated confidence of the output value to determine assignment of the known or unknown values to the attribute.

Abstract: Embodiments of the claimed subject matter provide a process and system for designing composite application systems. One embodiment of the claimed subject matter is a process of designing a composite application system to meet an application requirement. The process includes defining a use case scenario performed by a composite application system to meet the application requirement, integrating the use case scenario with an execution tool, and specifying an underlying infrastructure for the system design, wherein, the entire process is performed within an integrated software application.

Abstract: A method includes identifying a first term in a document structure instance that matches a first permissible term in a glossary and identifying a second term in the document structure instance that matches a second permissible term in the glossary. A determination is made whether the document structure instance establishes an interaction between the first term and the second term. The method also includes generating, with a processor, a relationship map. The relationship map includes a first object that represents the first term, a second object that represents the second term, and an interaction object that represents whether the instance establishes the interaction between the first term and the second term.

Abstract: A method includes identifying a document structure instance that includes structure components. A selected structure component is chosen from the structure components. The method includes generating, with a processor, a hierarchical graph based on the selected structure component. The hierarchical graph includes classes, a class definition relationship, and an instance identifier that identifies the selected structure component. The hierarchical graph is output.

Abstract: A document analysis, commenting, and reporting system provides tools that automate quality assurance analysis tailored to specific document types. As one example, the specific document type may be a requirements specification and the system may tag different parts of requirements, including actors, entities, modes, and a remainder. The system also includes tools for visualizing the relationships between entities in a requirements specification and for identifying whether the requirements specification provides for attributes specified by a non-functional attribute glossary. The system facilitates the visualization of interactions of individual entities, of a system of entities, or entities identified for a specific use. The different types of visualizations distinguish between interacting and non-interacting entities, and highlight where a set of requirements may be deficient with respect to the non-interacting entities.