Systems include reception of a plurality of tags associated with a first job board and, for each of the plurality of tags, one or more values associated with the first job board, input of each of the plurality of tags to a first neural network to determine a field of a job posting system associated with the tag, wherein the first neural network is trained based on a plurality of mappings from fields of the job posting system to tags associated with a plurality of job boards, input of each of the one or more values of each of the plurality of tags to a second neural network to determine an item of the job posting system associated with the value, wherein the second neural network is trained based on a plurality of mappings from items of the job posting system to values associated with the plurality of job boards, creation of first mappings from each of the plurality of tags associated with the first job board to the determined field associated with the tag, creation of second mappings from each of the one or more values of each of the plurality of tags to the determined item associated with the value, and storage of the first mappings and the second mappings in association with the first job board.

Systems include reception of a plurality of tags associated with a first job board and, for each of the plurality of tags, one or more values associated with the first job board, input of each of the plurality of tags to a first neural network to determine a field of a job posting system associated with the tag, wherein the first neural network is trained based on a plurality of mappings from fields of the job posting system to tags associated with a plurality of job boards, input of each of the one or more values of each of the plurality of tags to a second neural network to determine an item of the job posting system associated with the value, wherein the second neural network is trained based on a plurality of mappings from items of the job posting system to values associated with the plurality of job boards, creation of first mappings from each of the plurality of tags associated with the first job board to the determined field associated with the tag, creation of second mappings from each of the one or more values of each of the plurality of tags to the determined item associated with the value, and storage of the first mappings and the second mappings in association with the first job board.

The present invention provides systems and methods for providing cross-device native functionality for a native app. More specifically, the invention is directed to a JavaScript Object Notation (JSON) data exchange format for use with a native app running on a user's mobile device, wherein the exchange format is configured to improve user experience and interaction with the app. The present invention may be particularly useful in a mobile-based crowdsourcing platform in which data is continually exchanged between remote user devices and a cloud-based service for collecting and managing user-driven data based on user interaction with native apps on their devices.

The present invention provides systems and methods for providing cross-device native functionality for a native app. More specifically, the invention is directed to a JavaScript Object Notation (JSON) data exchange format for use with a native app running on a user's mobile device, wherein the exchange format is configured to improve user experience and interaction with the app. The present invention may be particularly useful in a mobile-based crowdsourcing platform in which data is continually exchanged between remote user devices and a cloud-based service for collecting and managing user-driven data based on user interaction with native apps on their devices.

In general, the technology relates to a method for using reusable themes. The method includes receiving, from a device, a request for a style sheet language file, where the style sheet language file defines a reusable theme for a webpage and specifies a relative location for an image that is used by the reusable theme. The method further includes receiving a request for the image including the relative location of the image, resolving the relative location for the image to obtain an absolute location for the image using a location of the style sheet language file in a web application structure, obtaining the image from the absolute location of the image, and providing the image to the device.

In general, the technology relates to a method for using reusable themes. The method includes receiving, from a device, a request for a style sheet language file, where the style sheet language file defines a reusable theme for a webpage and specifies a relative location for an image that is used by the reusable theme. The method further includes receiving a request for the image including the relative location of the image, resolving the relative location for the image to obtain an absolute location for the image using a location of the style sheet language file in a web application structure, obtaining the image from the absolute location of the image, and providing the image to the device.

A card rendering method includes that an electronic device sends a request for obtaining related information of a target card to a server, and receives related information that is of a target card and that is sent by the server. The electronic device renders the target card based on a first layout snapshot, displays the target card on a display screen, parses a first file package set of the target card to obtain a second rendering instruction set, selects a rendering instruction in the second rendering instruction set other than a first rendering instruction set, renders again the target card according to the selected rendering instruction, and updates the target card displayed on the display screen.

Disclosed is technology for generating an accurate and lossless static object model of a dynamic webpage as it is rendered by a browser, including webpages that include a shadow DOM. A method includes receiving, at a computer system, a webpage, instantiating a headless web browser application to render the webpage by creating a document object model (“DOM”) and a cascading style sheet object model (“CSSOM”) in browser memory, the DOM and CSSOM representing dynamic rendered webpage content, injecting a probe script into the headless browser to retrieve the dynamic rendered content, traversing, by the probe script, the DOM, including traversing regular nodes of the DOM and shadow nodes of a shadow DOM, retrieving dynamic information for the regular and shadow nodes, and building a static object model based on the dynamic information.

Disclosed is technology for generating an accurate and lossless static object model of a dynamic webpage as it is rendered by a browser, including webpages that include a shadow DOM. A method includes receiving, at a computer system, a webpage, instantiating a headless web browser application to render the webpage by creating a document object model (“DOM”) and a cascading style sheet object model (“CSSOM”) in browser memory, the DOM and CSSOM representing dynamic rendered webpage content, injecting a probe script into the headless browser to retrieve the dynamic rendered content, traversing, by the probe script, the DOM, including traversing regular nodes of the DOM and shadow nodes of a shadow DOM, retrieving dynamic information for the regular and shadow nodes, and building a static object model based on the dynamic information.

Described herein is a computer implemented method for generating webpage data. The method includes processing a set of design element objects to generate a set of element-grid records, each record corresponding to a design element and including a unique column start, a unique column end, a column start offset and a column end offset. The set of element-grid records is processed to generate a webpage grid definition that defines a grid including a plurality of columns and a plurality of rows. A first design element and a second design element have a same horizontal start position and the webpage grid definition defines: a unique column start gridline for the first design element; a unique column start gridline for the second design element; and a zero-width first column between the first and second column gridlines.