{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9854418","patent":{"patent_number":"US-9854418","title":"Automatic friend connection within a social network","assignee":null,"inventors":[],"filing_date":"2016-09-15T00:00:00.000Z","publication_date":"2017-12-26T00:00:00.000Z","cpc_codes":["H04W","G10L","G10L","H04L","H04L","H04L","H04W","H04W","G06Q","G10L"],"num_claims":19,"abstract":"A computer-implemented method for recommending a friend for a network utilizing a host site. The method includes obtaining, using a processor system, a first audio recording from a first user device associated with a first member having a first member profile affiliated with the host site and a second audio recording from a second user device associated with a second member having a second member profile affiliated with the host site. Determining if the first and second user are in proximity by comparing the first and second audio recordings; and based on a determination that the first and second users are in proximity, initiating steps for associating the first member profile with the second member profile via the host site."},"analysis":{"summary":"The Automatic Friend Connection Within a Social Network patent introduces a computer-implemented method for recommending friends on a host site by leveraging audio recordings to determine user proximity. This innovation addresses the challenge of creating relevant social connections by moving beyond traditional methods like shared interests or mutual friends. The system obtains audio recordings from user devices, analyzes them to determine if users are in the same vicinity, and then initiates steps to associate their profiles within the host site. This approach has the potential to enhance user engagement, create more organic connections, and offer a unique selling proposition for social networks. The business value lies in its ability to improve user experience and foster more meaningful online interactions. Potential applications include social networking platforms, dating apps, professional networking sites, and even virtual reality environments. The market opportunity is significant, as social networks are constantly seeking new ways to enhance user engagement and provide more relevant connections. However, ethical and privacy concerns surrounding audio recording must be addressed to ensure successful implementation and user adoption.","layman_explanation":"The Automatic Friend Connection Within a Social Network patent aims to solve the problem of superficial and irrelevant connections on social media. Current social networks often suggest friends based on limited data like shared interests or mutual friends, which doesn't always translate to meaningful real-world connections. This patent proposes a new approach: using the sound around your phone to determine if you're physically close to someone else, and then suggesting a connection. \n\nImagine you're at a conference. Your phone, using this technology, would 'hear' the same speakers and background noise as other attendees' phones. The system analyzes these sounds to determine if you're in the same room or general vicinity. If so, it suggests you connect with those people on the social network. Think of it like a digital icebreaker based on shared experiences. It doesn't record your conversations, just analyzes the ambient sound to understand your environment.\n\nThis matters because it could lead to more valuable and relevant connections. Instead of connecting with strangers based on superficial data, you're connecting with people who are literally in the same place, sharing the same experiences. This could be a game-changer for networking events, conferences, and even everyday social interactions. It creates opportunities for spontaneous connections and fosters a sense of community.\n\nLooking ahead, this technology could be integrated into various platforms, from dating apps to professional networking sites. The timeline for market adoption depends on addressing privacy concerns and ensuring the technology is accurate and reliable. However, the potential for more meaningful and relevant social connections makes this a promising innovation for businesses and investors alike.","technical_analysis":"The Automatic Friend Connection Within a Social Network patent describes a system that uses audio recordings to determine the proximity of users and suggest friend connections within a social network. The technical architecture likely involves several key components: audio capture modules on user devices, a data processing server, and a connection recommendation engine. The audio capture modules record ambient sound and transmit it to the data processing server. The server then analyzes the audio data to identify common sound signatures, using algorithms such as spectral analysis or acoustic fingerprinting. The proximity detection module compares the audio signatures from different users to determine if they are in the same physical space. This may involve machine learning techniques to classify audio environments and identify overlapping soundscapes. Once proximity is established, the connection recommendation engine suggests a friend connection between the users within the social network. Implementation details would need to address issues such as data privacy, security, and the computational cost of real-time audio analysis. Integration with existing social network APIs would also be required. Performance characteristics would depend on the efficiency of the audio processing algorithms and the scalability of the server infrastructure. Code-level implications involve developing robust audio capture and processing libraries, as well as secure data transmission protocols.","business_analysis":"The Automatic Friend Connection Within a Social Network patent presents a significant market opportunity for social networking platforms. The core innovation of using audio analysis to determine user proximity offers a competitive advantage by providing more relevant and organic friend recommendations. The market opportunity size is substantial, as social networks are constantly seeking ways to enhance user engagement and improve the quality of connections. Revenue potential can be realized through increased user activity, advertising revenue, and premium subscription services. The business model could involve licensing the technology to existing social networks or developing a new social networking platform based on this innovation. Strategic positioning would focus on highlighting the unique value proposition of proximity-based friend recommendations. ROI projections would depend on factors such as user adoption rates, advertising revenue, and operational costs. The competitive advantages include improved user experience, increased relevance of connections, and a unique selling proposition. The business impact analysis suggests that this technology has the potential to transform the way people connect online, creating more meaningful and authentic social interactions.","faqs":null,"topics":["social network","friend recommendation","audio analysis","proximity detection","user connection","automatic","friend","connection"],"tech_cluster":null},"seo":{"title":"Social Network Friend Finder - Automatic Connection Patent","description":"Discover how Automatic Friend Connection Within a Social Network uses audio to suggest nearby friends. Full patent analysis & claims inside!","keywords":["social network","friend recommendation","audio analysis","proximity detection","user connection","patent","patent US-9854418"]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9854418","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-9854418","citation_suggestion":"Patentable. \"Automatic friend connection within a social network\" (US-9854418). https://patentable.app/patents/US-9854418","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9854418","json":"https://patentable.app/api/llm-context/US-9854418","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T02:18:17.418Z"}