Skip to main content

Getting the Information You Need, When You Need It: A Context-aware Q&A System for Collaborative Learning

  • Conference paper
Book cover Open Learning and Teaching in Educational Communities (EC-TEL 2014)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 8719))

Included in the following conference series:

Abstract

Keeping up with the rapid development in their fields is a problem for many employees nowadays, particularly when the new information is meant to be used for problem solving. Collaborative approaches such as forums and question and answering (Q&A) systems managed to only partly mitigate this problem in cases where time constraints and user mobility are of no crucial concern.

We present an enhancement to conventional Q&A applications which relies on user activity detection and question forwarding towards the available users. Our approach obtains a 90% precision in a garage experiment, proving itself as a viable solution for car technicians’ time and mobility constraints.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Rensing, C., Diaconita, I.: A Q&A System Considering Employees? Willingness to Help Colleagues and to Look for Help in Different Workplace-related Situations. In: Proceedings of the IEEE International Conference on Advanced Learning Technologies (2014)

    Google Scholar 

  2. White, R.W., Richardson, M., Liu, Y.: Effects of Community Size and Contact Rate in Synchronous Social Q&A. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (2011)

    Google Scholar 

  3. Mamykina, L., Manoim, B., Mittal, M., Hripcsak, G., Hartmann, B.: Design Lessons from the Fastest Q&A Site in the West. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (2011)

    Google Scholar 

  4. Shah, C., Oh, J.S., Oh, S.: Exploring Characteristics and Effects of User Participation in Online Social Q&A Sites. First Monday (2008)

    Google Scholar 

  5. Budzik, J., Hammond, K.: Q&A: A system for the Capture, Organization and Reuse of Expertise. In: Proocedings of the Annual Meeting - American Society for Information Science (1999)

    Google Scholar 

  6. Wang, A.: An Industrial Strength Audio Search Algorithm. In: Proceedings of the 4th Symposium Conference on Music Information Retrieval (2003)

    Google Scholar 

  7. Rossi, M., Feese, S., Amft, O., Braune, N., Martis, S., Troster, G.: AmbientSense: A Real-Time Ambient Sound Recognition System for Smartphones. In: Proceedings of the International Conference on Pervasive Computing and Communications Workshops (2013)

    Google Scholar 

  8. Larson, E.C., Lee, T., Liu, S., Rosenfeld, M., Patel, S.N.: Accurate and Privacy Preserving Cough Sensing Using a Low-cost Microphone. In: Proceedings of the 13th International Conference on Ubiquitous Computing (2011)

    Google Scholar 

  9. Diaconita, I., Reinhardt, A., Englert, F., Christin, D., Steinmetz, R.: Do You Hear What I Hear? Using Acoustic Probing to Detect Smartphone Locations. In: Proceedings of the International Conference on Pervasive Computing and Communications Workshops (2014)

    Google Scholar 

  10. Diaconita, I., Rensing, C., Tittel, S.: Context-aware question and answering for community-based learning. In: Die 11. E-Learning Fachtagung Informatik der Gesellschaft für Informatik e.V. (2013)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this paper

Cite this paper

Diaconita, I., Rensing, C., Tittel, S. (2014). Getting the Information You Need, When You Need It: A Context-aware Q&A System for Collaborative Learning. In: Rensing, C., de Freitas, S., Ley, T., Muñoz-Merino, P.J. (eds) Open Learning and Teaching in Educational Communities. EC-TEL 2014. Lecture Notes in Computer Science, vol 8719. Springer, Cham. https://doi.org/10.1007/978-3-319-11200-8_34

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-11200-8_34

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-11199-5

  • Online ISBN: 978-3-319-11200-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics