xinli-cai
commented
3 months ago Progress Update: Thanks to @anthonyfok , the demo page has been successfully created. It compares the top 10 results from Semantic Search and Keyworsd search side by side. Access the demo page here [Semantic Search Demo] (https://canadian-geospatial-platform.github.io/semantic-search-demo/)
Next Milestones:
- [ ] 1. Design and implement User Feedback Collection Functionality
- [ ] 2. Distribute the Demo Page to GeoDiscovery and CCMEO to feedback collection
- [ ] 3. Perform User Feedback Analysis for future model fine-tuning , including but not limit to:
- Stats about the search queries, can be presented using a WordCloud image or by themes (e.g., emergency, environment, economy etc)
- Stats about the users feedbacks, which ranks of the best matched results are for semantic search
- Make suggestions for future improvement on semantic search, and maybe options for implementing personlized recommendations using AI/ML
Requirements:
Develop a semantic search demo page using the Search API to achieve the following objectives: 1) Compare the search results from Semantic Search and Keywords Search side by side 2) Implement a mechanism for collecting user feedback on the search results.