Figment-Based Social Media Post Impact Analysis
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Solution Overview
Problem
Attendees of social media events, such as conferences and workshops, lack an automated mechanism to obtain additional information about event topics and face challenges in tracking and analyzing the impact of their social media posts, which can lead to outdated or negatively received content.
Innovation Solution
A computer-implemented method and system that uses figments, which are program modules trained to answer natural language questions, to classify and route questions to specific second-degree figments for accurate and relevant answers, providing a Personalized Group Expert service to analyze post impact and trends.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If web portals or blogs are used to provide event information, then information can be accessed, but the information does not address all issues attendees are interested in and lacks automated mechanisms for obtaining additional information
Solution Approach 1:
The system enables self-service by allowing attendees to automatically ask questions about event topics and receive answers without human intervention. The figment system autonomously processes queries, routes them to appropriate experts, and delivers information, eliminating the need for manual information gathering through web portals or blogs.
Solution Approach 2:
The figment system acts as an intermediary between attendees and event experts. Instead of directly accessing expert knowledge or manually searching through information sources, attendees interact with the figment system which automatically routes their questions to the appropriate second-degree figments specializing in specific event topics, thereby completing information gaps.
2Loss of information
If manual tracking of social media posts is performed, then post impact can be monitored, but it is difficult to keep track of all posts and analyze their impact in particular groups, workshops, conferences, or meetups
Solution Approach 1:
The system segments the complex task of post impact analysis into manageable components by creating specialized second-degree figments for different event topics, groups, workshops, and conferences. Each figment focuses on a specific segment, making the overall tracking and analysis system more manageable and effective without requiring a single complex monolithic system.
3Speed
If social media posts are made without analysis, then communication is quick, but posts may be outdated or make negative impact in user groups or society
Solution Approach 1:
The system performs preliminary action by analyzing the potential impact of social media posts before they are made. The figment system evaluates whether posts are outdated or likely to have negative impact, allowing users to adjust or cancel posts before publication, thereby ensuring reliability without significantly delaying communication.
Solution Approach 2:
The system implements feedback by providing users with analysis results about their intended posts. The figment system evaluates the post content and returns feedback regarding its potential impact, timeliness, and appropriateness, allowing users to make informed decisions about whether to proceed with posting.
Data Source
AI summary
Systems and methods for dynamically managing figments are disclosed. A computer-implemented method includes: receiving, by a computing device, a question from a user; answering, by the computing device, the question using a first degree figment; classifying, by the computing device, the question based on topics; forwarding, by the computing device, the question to a set of second degree figments; receiving, by the computing device, answers to the question from the set of second degree figments; ranking, by the computing device, the answers received from the set of second degree figments; and providing, by the computing device, the ranked answers to the user.