Abstract: Systems and methods for semantic search engine analysis are disclosed. Generally, the system receives user provided text and/or speech search input, and further processes the search input to determine a semantic meaning. If the search input is speech, the system may first convert the speech into text. The system lexically processes the search input for ensuring the search input is valid, tags portions of the search input with metadata for applying a meaning of the tagged portions, and generally analyzes the relative locations of individual words and phrases to determine grammatical or linguistic relationships within the search input. In some embodiments, the system may disambiguate words or search terms, as well as provide input suggestions to the user. The system may use the manipulated search input to generate a search query, such as a query for searching apartment listing databases, and further display the search query results to the user.

Abstract: Four main sets of features designed to improve the apartment rental and listing process are discussed: (i) improved visualization of listings for renters using clustering, especially for mobile; (ii) landlord transaction flow and support; (iii) cross-checking of data using user-initiated third-party web data; and (iv) maintenance flow and support. The clustering approach provides visualization of dynamically developed clusters from available listings; rapid (re-)computation of clusters as the map is adjusted by users; and representation of all matching listings in the region in a cluster or as a single entry cluster at all times.

Abstract: A system and method are disclosed for improving searching functionalities using graphical user interfaces. A web-based platform receives data relating to user activity during a search session, and furthermore presents suggested actions and/or search refinements based on the user activity. Processing modules include logic for identifying patterns and/or indicators in the user activity, and furthermore match detected patterns and/or indicators with suggested actions. The suggested actions are presented on the graphical user interface for allowing a user to refine the search session without exiting or terminating the search session.