Showing posts with label Information Retrieval. Show all posts
Showing posts with label Information Retrieval. Show all posts

Friday, December 11, 2015

How do people ask for information?

Greetings from the famous room N101 at the Australian National University in Canberra, where Professor Douglas Oard, from University of Maryland, is speaking on 'Building Search Engines for the “Bottom Billion”'. The example he gave was of an Indian farmer who had some spots on their crop and wanted help in finding out what it was. The intended interface is a mobile "feature phone".

Professor Oard first described work by IBM India using audio information indexed by numbers which was accessible via a mobile phone. He commented this would not scale and non-literate users do not understand the concept of a hierarchical menu. He then described a method for matching audio called "Query by babbling" (Oard, 2012).

Finding a way to provide information to those with limited literacy is a worthwhile research area. However, there is extensive social science research on verbal communication which the researchers might want to review for insights into how people formate queries. I have come across some of this literature as a student of education, such as Venkataraman and Prabhakar (2014).

Also it happens I spent three weeks in an Indian village and had to communicate with the plumber, the miller and other trades. One insight from this is that they do not use just one language, they use a mix. Also hand gestures play a role.

Smart phones are becoming increasingly affordable and this might provide the opportunity for a visual and audio interface. This interface might also have an educational function, displaying words and teaching written communication, while providing a verbal interface.

Audio interfaces are also useful for those who are literate, but not able to use their hands for typing and do not have sufficient attention to compose a formal audio text query. This applies in formal teams, such as those controlling a metro, military command centers, and flight deck crews. These have been extensive studies of how these people communicate. Part of this is about the formal use of language for directed commands and queries. But part of it is the team members overhearing conversations and acting without being directly asked to do so. Automated systems could be good in this role, where they could eavesdrop on the human conversation, responding and taking action, where appropriate.

References

Oard, D. W. (2012, November). Query by babbling: a research agenda. In Proceedings of the first workshop on information and knowledge management for developing region (pp. 17-22). ACM.
Venkataraman, B. & Prabhakar, T. (2014). Changing the Tunes from Bollywood’s to Rural Livelihoods — Mobile Telephone Advisory Services to Small and Marginal Farmers in India: A Case Study, in Ally, M., & Tsinakos, A. (2014).

Monday, May 25, 2015

Finding Potential Terrorists Online

Greetings from the regular Information Retrieval meeting at CSIRO in Canberra, where
Omid Rezvani (ANU) is speaking on "Community detection in large networks". The idea is that you can look at the links between people on-line to identify communities. This is typically used for targeted marketing: if someone in the identified group like a product, the others are likely to as well. Another use for the technology, I suggest, is to find people at risk of being recruited by terrorist groups (which the PM is concerned about). There has been some recent research on this.

Monday, March 18, 2013

Automated Analysis of Corruption Commission Transcripts in Canberra Today

Simon Kravis
Simon Kravis will discuss automated analysis the transcripts from the Independent Commission Against Corruption (ICAC), in Canberra today, 4pm, 18 March 2013. Each fortnight those interested in Information Retrieval (IR) and web searching meet to discuss the latest research at "IR and Friends", in the CSIRO seminar room, 2nd Floor, Computer Science and Information Technology Building, Australian National University, North Road, Canberra.