{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9854022","patent":{"patent_number":"US-9854022","title":"Server-side path reference systems and methods","assignee":null,"inventors":[],"filing_date":"2015-08-11T00:00:00.000Z","publication_date":"2017-12-26T00:00:00.000Z","cpc_codes":["H04L","G06Q","G06Q","H04L"],"num_claims":20,"abstract":"Various embodiments herein each include at least one of systems, methods, and software for server-side path reference. One server-side path reference embodiment in the form of a method includes receiving a request for a specific content item, such as a user interface or document, via a network interface device from a requestor. This method may then retrieve, from a navigation history data store, path reference recommendation data with regard to the specific content item. The retrieved path reference recommendation data typically identifies at least one destination most commonly navigated to from the specific content item within web application sessions. The method then transmits the retrieved path reference recommendation data with data of the specific content item to the requestor."},"analysis":{"summary":"The Server-side Path Reference Systems and Methods patent introduces an innovative approach to enhancing user navigation within web applications. The core innovation lies in its ability to predict user pathways by analyzing navigation history data on the server-side. This addresses the problem of inefficient and frustrating user experiences caused by traditional navigation methods that require users to manually search or browse through numerous pages to find the desired content.\n\nThis technology retrieves path reference recommendation data from a navigation history data store, identifying the most commonly navigated destinations from a specific content item within web application sessions. The retrieved data is then transmitted along with the content item to the requestor, enabling the web application to provide personalized navigation suggestions and shortcuts. By anticipating user needs and streamlining the navigation process, this patent significantly improves user engagement and satisfaction.\n\nThe business value of this innovation is substantial, particularly for e-commerce platforms, online learning systems, and other content-rich web applications. By reducing bounce rates, increasing conversion rates, and enhancing customer loyalty, this technology can drive significant revenue growth and improve overall business performance. The market opportunity is vast, as the demand for personalized and intuitive web experiences continues to grow.\n\nPotential applications extend beyond traditional web browsing. The underlying principles of this patent could be applied to mobile apps, virtual reality environments, and other interactive platforms. The ability to predict user pathways and provide personalized recommendations has broad applicability across a wide range of industries and use cases. However, it is crucial to address privacy concerns and ensure responsible data handling practices to maintain user trust and comply with regulations.\n\nIn conclusion, the Server-side Path Reference Systems and Methods patent offers a compelling solution for enhancing user navigation in web applications. Its ability to predict user pathways and provide personalized recommendations has significant business value and market potential. As web applications become increasingly complex and content-rich, this technology is poised to play an increasingly important role in shaping the future of online browsing.","layman_explanation":"The Server-side Path Reference Systems and Methods patent addresses the common problem of inefficient navigation within web applications. Users often struggle to find the information they need, leading to frustration and abandonment of the website. Existing solutions, such as traditional search and category browsing, often fall short in providing a personalized and intuitive browsing experience.\n\nThis patent introduces a system that analyzes user navigation patterns on the server-side to predict the most likely destinations for each user. The system collects data on page views, click-through rates, and other relevant metrics to build a comprehensive view of user behavior. This data is then analyzed using sophisticated algorithms to identify common navigation paths. The results of this analysis are used to provide personalized recommendations to users, such as suggested links or shortcuts.\n\nThe key benefit of this approach is that it provides a more personalized and intuitive browsing experience. By anticipating user needs and streamlining the navigation process, this system can significantly improve user engagement and satisfaction. This can lead to increased conversion rates, higher customer loyalty, and improved overall business performance.\n\nThe market impact of this technology is substantial. As web applications become increasingly complex and content-rich, the need for efficient and intuitive navigation solutions will continue to grow. This patent provides a valuable tool for web application developers to improve user experience and drive business results. In the future, this technology could be applied to a wide range of interactive platforms, including mobile apps, virtual reality environments, and other emerging technologies. The timeline for market adoption will depend on the willingness of web application developers to embrace this new approach and integrate it into their existing systems. Investment in this technology could yield significant returns by improving user experience and driving business growth.","technical_analysis":"The Server-side Path Reference Systems and Methods patent outlines a system for improving web application navigation by predicting user pathways based on historical data. The technical architecture involves several key components working in concert. First, a network interface device receives requests for specific content items, such as user interfaces or documents, from users. This device acts as the entry point for user interactions.\n\nNext, a navigation history data store is crucial. This data store contains records of user navigation patterns within the web application. The data is typically structured to link content items to the most frequently accessed subsequent items. This data store can be implemented using various database technologies, such as relational databases or NoSQL databases, depending on the scalability and performance requirements.\n\nThe core of the system is the algorithm used to analyze the navigation history data. The patent suggests employing techniques such as collaborative filtering or association rule mining to identify the most common navigation paths. These algorithms analyze the data to determine which content items are most often accessed after a user views a particular item. The output of this analysis is path reference recommendation data.\n\nIntegration patterns involve modifying the web application's server-side code to incorporate the path reference system. When a user requests a content item, the server retrieves the associated path reference recommendation data from the navigation history data store. This data is then transmitted along with the content item to the user's device. The user interface is modified to display these recommendations, typically as suggested links or shortcuts.\n\nPerformance characteristics are critical for ensuring a seamless user experience. The system must be able to process requests and retrieve recommendations in real-time. Caching mechanisms can be used to store frequently accessed path reference data, reducing the load on the database. The choice of algorithm and data store also impacts performance. Scalability is another important consideration, especially for web applications with a large user base.\n\nCode-level implications involve modifying the server-side code to interact with the navigation history data store and implement the recommendation algorithm. The front-end code must also be updated to display the recommendations in a user-friendly manner. The code must be designed to handle potential errors and ensure data integrity. Furthermore, the system should be designed to be easily updated and maintained, allowing developers to refine the recommendation algorithms and improve performance over time.","business_analysis":"The Server-side Path Reference Systems and Methods patent presents a significant market opportunity within the realm of web application development and user experience enhancement. The core value proposition lies in its ability to improve user navigation, increase engagement, and drive conversions. The market size for this technology is substantial, encompassing a wide range of industries and applications.\n\nCompetitive advantages stem from the patent's server-side approach to path reference. Unlike client-side solutions, this approach centralizes data analysis and reduces the processing load on user devices. It also enables more comprehensive and accurate recommendations based on a holistic view of user behavior across the entire web application. This results in a more personalized and intuitive browsing experience.\n\nRevenue potential can be realized through various business models. Web application developers can offer personalized navigation recommendations as a premium service, charging users for access to more accurate and relevant content. Alternatively, they can partner with advertisers to deliver targeted promotions based on user browsing behavior. E-commerce platforms can leverage this technology to increase sales by guiding users towards products they are likely to purchase. Online learning systems can improve student engagement by recommending relevant course materials.\n\nStrategic positioning involves targeting web application developers, e-commerce platforms, online learning systems, and other content-rich websites. The technology can be offered as a standalone product or integrated into existing web application frameworks. Partnerships with leading web development companies and cloud service providers can accelerate market adoption.\n\nROI projections are highly dependent on the specific application and implementation. However, the potential for increased user engagement, reduced bounce rates, and higher conversion rates suggests a strong return on investment. By improving user experience, this technology can drive significant revenue growth and improve overall business performance. Furthermore, the data collected by the system can provide valuable insights into user behavior, enabling businesses to optimize their product offerings and marketing campaigns.\n\nThe implementation of this technology also requires careful consideration of privacy concerns. It is essential to ensure that user data is handled responsibly and ethically, with appropriate safeguards in place to protect user privacy. Compliance with data privacy regulations is crucial for maintaining user trust and avoiding legal liabilities.","faqs":null,"topics":["server-side path reference","web application navigation","user experience","recommendation systems","web development","server","reference","systems"],"tech_cluster":null},"seo":{"title":"Server-side Path Reference - Patent US-9854022","description":"Explore Server-side Path Reference Systems and Methods: Predict user navigation for better web UX. Full patent details, claims, and technical analysis.","keywords":["server-side path reference","web application navigation","user experience","recommendation systems","web development","patent","patent US-9854022"]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9854022","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-9854022","citation_suggestion":"Patentable. \"Server-side path reference systems and methods\" (US-9854022). https://patentable.app/patents/US-9854022","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9854022","json":"https://patentable.app/api/llm-context/US-9854022","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T15:31:11.775Z"}