Free text tagging system
This presentation is about a Mini Project that I worked on over a 1 week period. Basically, it is about collecting the free text feedback from the event attendees, storing it in to a repository as RDF triples. That could be utilized for different applications such as Profiling and Recommendation. In essence, it is very large system which needs a lot of time and resources to be developed. Furthermore, to shape it from concept to realization it involves many disciplines such as Semantic web, Recommendation Systems, NLP etc. But for the sake of simplicity and other constraints, in this first iteration I have limited this to just a proof of concept and as a basic layout of the infrastructure that I envisaged and it is yet to be realized in near future.
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Free text tagging system
- 1. Free Text Tagging System Chan Naseeb
- 2. Contents • Problem • Approach • Solution • Design • Conclusion and future work • Benefits • Final Remarks Department of Mathematics & Computer Science 11-9-2014 PAGE 1
- 3. Problem • Rigid feedback • People don’t want to give it a shot • Less interactive • Very difficult to use it for practical purposes Department of Mathematics & Computer Science 11-9-2014 PAGE 2
- 4. Approach Department of Mathematics & Computer Science 11-9-2014 PAGE 3
- 5. Solution • Semantic based information collection system • Store feedback for applications • Profiling • Recommendation • Attend Event use case • The design covers the main use case • A proof of concept as first iteration. Department of Mathematics & Computer Science 11-9-2014 PAGE 4
- 6. Design Department of Mathematics & Computer Science 11-9-2014 PAGE 5
- 7. Design… Department of Mathematics & Computer Science 11-9-2014 PAGE 6
- 8. Application Scenarios • We can use the system to build up a network in specific fields: • Give the suggestions / recommendations for the − Participants − Event organizer − Performers • Organize group ticket • Suggestion for designing event Department of Mathematics & Computer Science 11-9-2014 PAGE 7
- 9. Future Trends • Application of this generic software infrastructure could be envisaged in many different domains. • a. Tourism • b. City exploration • c. Educational campaigns such as public awareness. Department of Mathematics & Computer Science 11-9-2014 PAGE 8
- 10. Conclusion • A proof of concept to show the use of free text tagging/feedback capability • Could be used for many applications including profiling and recommendation. Department of Mathematics & Computer Science 11-9-2014 PAGE 9
- 11. Benefits • Understand your audience well • Free text feedback capability instead of rigid feedback − Questionnaires, − Scale 1 to 5 − email etc. • Profiling & Recommendation for events, users, and performers could be built based on this application. • DB technology could be replaced with Semantic Web technologies Department of Mathematics & Computer Science 11-9-2014 PAGE 10
- 12. Final Remarks • Limitation • Complexity to comprehend such feedback • More iterations needed • Future work • Realizing and implementing Profiling and Recommendation capabilities • Deploying the (distributed) triple store Department of Mathematics & Computer Science 11-9-2014 PAGE 11
- 13. •Thanks Department of Mathematics & Computer Science 11-9-2014 PAGE 12
Editor's Notes
- Limitations: More iteration are needed to come to a reasonable architecture. But as this project was a one week project, it was unlikely to give it multiple tries. However, this still leaves the room for me to go after it in future as I expect to build on top of this project.