Patent No. US11971937 (titled "Internet Search Results Annotation, Filtering, And Advertising With Respect To Search Term Elements") was filed by Accusearch Technologies Llc on May 10, 2023.
’937 is related to the field of Internet search technology, specifically addressing the problem of irrelevant search results that waste users' time. The background acknowledges that current search engines often prioritize monetization through advertising and linking-based referral services over providing truly relevant results. Users frequently encounter webpages lacking the search terms they specified, leading to frustration and inefficiency.
The underlying idea behind ’937 is to enhance the user experience by providing annotations and filtering options within the search results page itself. This allows users to quickly identify and avoid irrelevant links, particularly those lacking the specified search terms. The core insight is that by proactively informing users about the content of linked pages, including the presence or absence of search terms, the search process becomes more efficient and less frustrating.
The claims of ’937 focus on a process and system for Internet search that includes annotation and filtering. The independent claims cover receiving a search request, generating search results (some missing search terms), displaying an Internet search user interface with warnings about missing terms, and providing a filtering option to remove results referencing webpages lacking desired search term elements. The claims emphasize the interactive nature of the interface and the ability for users to customize their search results.
In practice, the invention involves analyzing webpages referenced in search results to determine if they contain all the user-specified search terms. If a webpage is missing a term, a warning is displayed alongside the search result, indicating which term is absent. Users can then choose to filter out these results, creating a cleaner and more relevant search results page. This analysis can be performed in real-time or by referencing a pre-computed database of webpage characteristics.
This approach differentiates itself from traditional search engines by providing proactive warnings and filtering capabilities directly within the search results. Instead of relying solely on the search engine's algorithm to determine relevance, the user is empowered to make informed decisions about which links to pursue. This is particularly useful for complex searches where precision is critical, and time wasted on irrelevant links is costly. The system can be implemented as a browser plugin or a server-side component, offering flexibility in deployment.
In the early 2010s when ’937 was filed, search engine technology was at a point when systems commonly relied on keyword-based indexing and ranking algorithms. At a time when webpage analysis was typically implemented using server-side processing, hardware or software constraints made real-time, client-side analysis of search results and linked webpages non-trivial for the average user.
The examiner approved the application because an updated search of the prior art did not reveal any references that could be reasonably combined to reject independent claims 1, 15, and 29. Therefore, the combination of claimed elements recited in these independent claims is allowable. The dependent claims are also allowable because they depend directly or indirectly on the allowable independent claims.
This patent contains 39 claims, with independent claims numbered 1, 15, and 29. The independent claims are directed to a process and system for Internet search, annotation, and filtering that provides an enhanced interactive graphical user interface, enabling a user to automatically remove search results referencing webpages lacking a desired search term. The dependent claims generally elaborate on and refine the features and functionalities described in the independent claims.
Definitions of key terms used in the patent claims.
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