Forum Answer Routing Module for Unanswered Questions
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
In electronic commerce, customers often face difficulties in finding answers to their questions in discussion forums due to the lack of live support and the vastness of product catalogs, leading to unanswered questions in less active or inappropriate forums.
Innovation Solution
An answer module identifies unanswered questions in one forum and determines a more likely forum where users can provide answers, surfacing the question and determining a good answer based on context, user behavior, and user votes, then presenting the answer in the original forum and additional locations.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If customers ask questions in discussion forums, then they can seek information and advice, but the questions may remain unanswered if posted in inappropriate or inactive forums
Solution Approach 1:
The system introduces an intermediary component that automatically analyzes customer questions, determines the appropriate forum category, and redirects questions to suitable forums. This mediator handles the complex matching between questions and forums, relieving customers of the burden of manual forum selection while ensuring questions reach active communities where they are likely to receive answers.
Solution Approach 2:
The system implements feedback mechanisms by monitoring forum activity levels, answer rates, and user responses. This feedback loop enables the system to learn from past interactions, identify which forums are most effective for different types of questions, and continuously improve the routing accuracy to maximize answer receipt rates.
2Adaptability or versatility
If retailers provide multiple discussion forums for different topics, then customers can find more relevant information, but it becomes harder for customers to identify the appropriate forum for their questions
Solution Approach 1:
The system segments the forum selection process into distinct components: question analysis, category matching, activity level assessment, and forum recommendation. By breaking down the complex task of forum selection into manageable segments, the system can handle diverse forum topics while maintaining simple customer interaction through automated routing.
Solution Approach 2:
The system enables self-service by automatically performing the forum selection task that would otherwise require customer effort. The automated analysis and routing system serves itself by learning from data patterns, eliminating the need for customers to navigate complex forum structures or understand the nuances of different forum categories.
3Loss of information
If customers post questions in less active forums, then they may find niche information, but the likelihood of receiving timely answers decreases
Solution Approach 1:
The system dynamically adjusts forum recommendations based on real-time activity levels and historical answer rates. By continuously monitoring forum vitality and adapting routing decisions accordingly, the system balances information specificity with answer timeliness, directing questions to forums that are currently active and responsive while preserving access to niche communities when appropriate.
Data Source
AI summary
Systems and methods are provided for providing an answer to a question left unanswered in an electronic discussion forum. In some embodiments, a question that has not been answered may be identified in a first discussion forum. A second discussion forum in which to present the question may be determined, where the second discussion forum is more likely than the first discussion forum to result in an answer to the question. The question may then be presented in the second discussion forum, and one or more responses to the question may be received in the second discussion forum. It may then be determined whether one of the one or more responses includes a good answer to the question, and when the determination is that one of the one or more responses includes a good answer, the good answer may be presented in the first discussion forum.