Curated Data Stream System for Credibility Filtering
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Solution Overview
Problem
Users face inefficiencies in obtaining reliable information due to the abundance of unreliable sources, leading to time wastage in determining credibility while searching for specific information, particularly for technical topics like electronics.
Innovation Solution
A system that allows users to access personalized data streams from trusted sources, enabling them to view curated content from technology-savvy individuals, with authorization-based access and fee structures, filtering out non-relevant data and incorporating advertising streams with multimedia content.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If users search for information from multiple sources, then they can find relevant information, but they waste time determining credibility and trustworthiness of sources
Solution Approach 1:
The system introduces an intermediary layer (the information system) that curates and pre-verifies information from multiple sources before presenting it to users. This intermediary filters out unreliable sources and presents only verified information, eliminating the need for users to manually assess credibility while maintaining comprehensive search capabilities.
Solution Approach 2:
The system performs preliminary verification and curation of information sources before users need to access the information. By pre-assessing credibility and organizing verified information in advance, the system eliminates the time-consuming task of real-time credibility assessment during user searches.
2Quantity of substance
If users research multiple sources for information, then they can find comprehensive data, but they experience inefficiency in determining trustworthiness
Solution Approach 1:
The system segments the information landscape into trusted sources and unreliable sources through pre-established credibility assessments. Users are presented with segmented information streams that are already sorted by reliability, allowing them to access comprehensive data without manually evaluating each source's trustworthiness.
Solution Approach 2:
The information system acts as an intermediary that maintains comprehensive access to multiple sources while filtering through them to present only verified information. This allows users to benefit from the quantity of available information without experiencing the inefficiency of manual credibility assessment.
3Adaptability or versatility
If the system provides access to multiple data streams, then users can find diverse information, but the system complexity increases
Solution Approach 1:
The system uses an intermediary curation layer that manages the complexity of multiple data streams automatically. This intermediary layer handles the diversity of sources through pre-established trust relationships and automated filtering, presenting simplified information streams to users without exposing them to the underlying system complexity.
Solution Approach 2:
The system changes the parameter of information presentation from raw, unfiltered streams to curated, verified content. By transforming the state of information through automated verification and curation processes, the system maintains diversity of sources while simplifying the user interface and reducing perceived complexity.
Data Source
AI summary
Obtaining information may be increasingly more challenging in modern times. The systems described herein enable a user to have access to one or more data streams. For example, the data stream may include messages from a famous person provided to an online social networking service, where the messages may be limited character messages. Yet, in some instances, the data stream may also include images posted on a blog, videos posted on a social networking service for connecting people, a list of searches and/or search strings by a famous person, and a number of purchase orders by an actress. The systems may also control the user's access to the one or more data streams, possibly limiting the access to portions of the one or more data streams.