A network-based service may be provided for facilitating queries for a number of items, such as travel services. A user may submit a query including criteria for determining one or more relevant items. Based on the submitted query, the network-based service may present the user with information regarding the actions of other similar users of the network-based service, such as searches performed by the other users. Based on this information, the user may elect to supplement the current query to conform to the actions for other users. In some embodiments, actions by other users may be based at least in part on a category of the querying user. By presenting actions of similar users, a current user may be enabled to select the most relevant query terms for identifying a desired item.

A document translation method includes: displaying a source text display region, a translated text region, and an editing region, wherein textual content in a document to be translated is displayed in the source text display region, and reference translated text for the textual content is displayed in the translated text region; and providing a translated text recommendation from the reference translated text according to input from a user within the editing region. The method further includes: displaying the translation recommendation in the editing area as a translation result, if a confirmation operation for the translation recommendation is detected; and receiving a translation inputted by the user that is different from the translation recommendation and displaying the translation inputted by the user in the editing area as the translation result, if a non-confirmation operation for the translation recommendation is detected.

In implementations of systems for generating layouts of text objects, a computing device implements a layout system to receive input data describing a sequence of text and the layout system represents the sequence of the text as a number of text objects. A candidate layout for the text objects is identified from layout data describing a plurality of layouts, the candidate layout identified at least partially based on the number of the text objects. The layout system generates a binary tree having leaf nodes and at least one parent node representing the candidate layout. An arrangement of the text objects in the candidate layout is generated for display in a user interface based on the binary tree.

In implementations of systems for generating layouts of text objects, a computing device implements a layout system to receive input data describing a sequence of text and the layout system represents the sequence of the text as a number of text objects. A candidate layout for the text objects is identified from layout data describing a plurality of layouts, the candidate layout identified at least partially based on the number of the text objects. The layout system generates a binary tree having leaf nodes and at least one parent node representing the candidate layout. An arrangement of the text objects in the candidate layout is generated for display in a user interface based on the binary tree.

Embodiments as disclosed provide a What-You-See-Is-What-You Get (WYSIWYG) editor for web content, allowing the conversion of previously generated web content to reusable templates or components. Embodiments thus allow, among other advantages, users such as web content developers to easily repurpose or reuse previously developed pages or content by giving these users the ability to review and edit previously developed pages or content in a WYSIWYG editor.

Embodiments as disclosed provide a What-You-See-Is-What-You Get (WYSIWYG) editor for web content, allowing the conversion of previously generated web content to reusable templates or components. Embodiments thus allow, among other advantages, users such as web content developers to easily repurpose or reuse previously developed pages or content by giving these users the ability to review and edit previously developed pages or content in a WYSIWYG editor.

Systems and methods for managing Application Programming Interfaces (APIs) are disclosed. Systems may involve automatically generating a honeypot. For example, the system may include one or more memory units storing instructions and one or more processors configured to execute the instructions to perform operations. The operations may include receiving, from a client device, a call to an API node and classifying the call as unauthorized. The operation may include sending the call to a node-imitating model associated with the API node and receiving, from the node-imitating model, synthetic node output data. The operations may include sending a notification based on the synthetic node output data to the client device.

Systems and methods for managing Application Programming Interfaces (APIs) are disclosed. Systems may involve automatically generating a honeypot. For example, the system may include one or more memory units storing instructions and one or more processors configured to execute the instructions to perform operations. The operations may include receiving, from a client device, a call to an API node and classifying the call as unauthorized. The operation may include sending the call to a node-imitating model associated with the API node and receiving, from the node-imitating model, synthetic node output data. The operations may include sending a notification based on the synthetic node output data to the client device.

Systems and methods for interacting with a web-based document using a desktop-based application, wherein the application includes a web content renderer and is configured to appear as an application native to the operating system using the native graphical user interface for selecting a web-based document for the application to open, retrieving the contents of the document from the URL associated with the document, displaying, using the application, the contents of the retrieved document using the graphical user interface, and enabling, using the application, a user to edit the contents of the retrieved document using the graphical user interface.

Systems and methods for interacting with a web-based document using a desktop-based application, wherein the application includes a web content renderer and is configured to appear as an application native to the operating system using the native graphical user interface for selecting a web-based document for the application to open, retrieving the contents of the document from the URL associated with the document, displaying, using the application, the contents of the retrieved document using the graphical user interface, and enabling, using the application, a user to edit the contents of the retrieved document using the graphical user interface.