Abstract: A method for software code integration from media files includes comparing portions of development code in an integrated development environment to a plurality of classified portions of a plurality of media files. The method also includes identifying a first classified portion of a first media file from the plurality of media files for integration into the development code, where the first classified portion includes a first snippet of code associated with a first function. Responsive to receiving a user confirmation, the method also includes extracting the first snippet of code associated with the first function. The method also includes integrating the first snippet of code associated with the first function into the development code in the integrated development environment.

Abstract: A processor may receive application data regarding a session on a video communication application. The processor may receive user data regarding one or more participants associated with the session. The processor may analyze application data to identify contextual features of the application data. The processor may identify that a first contextual scenario has occurred.

Abstract: A method for software code integration from media files includes comparing portions of development code in an integrated development environment to a plurality of classified portions of a plurality of media files. The method also includes identifying a first classified portion of a first media file from the plurality of media files for integration into the development code, where the first classified portion includes a first snippet of code associated with a first function. Responsive to receiving a user confirmation, the method also includes extracting the first snippet of code associated with the first function.

Abstract: An instrument such as an assessment or survey is enhanced using multi-stem definitions to allow a respondent to request alternative versions of a question. The rephrase item is formulated using a rephrase engine which accesses a bank having preexisting rephrases that are equivalent to phrases found in the instrument. The candidate selects a particular complexity level for the rephrase such as simple or elaborate. Rephrasing can be provided automatically based on a timer for answering the item. The system may set a maximum number of allowable rephrases. An analytical engine can be utilized in conjunction with the present invention to analyze requests from multiple candidates. This analysis may show that a particular item is difficult to understand, and the engine can correspondingly suggest to a moderator of the instrument that it be modified by replacing the particular item with a rephrase item.

Abstract: An instrument such as an assessment or survey is enhanced using multi-stem definitions to allow a respondent to request alternative versions of a question. The rephrase item is formulated using a rephrase engine which accesses a bank having preexisting rephrases that are equivalent to phrases found in the instrument. The candidate selects a particular complexity level for the rephrase such as simple or elaborate. Rephrasing can be provided automatically based on a timer for answering the item. The system may set a maximum number of allowable rephrases. An analytical engine can be utilized in conjunction with the present invention to analyze requests from multiple candidates. This analysis may show that a particular item is difficult to understand, and the engine can correspondingly suggest to a moderator of the instrument that it be modified by replacing the particular item with a rephrase item.