On Interactive Learning-to-Rank for IR: Overview, Recent Advances, Challenges, and Directions

In this article, the authors deal with the problem of creating interactive information retrieval (IIR) systems nowadays. The work reviews several interactive retrieval related aspects focusing mainly on recent advances, important challenges and promising research directions.
The paper shows that, while the research community achieved important advances in the last decades and specially in the latest years, some important questions still pose great challenges.


Rodrigo Tripodi Calumby, Marcos André Gonçalves, Ricardo da Silva Torres, On interactive learning-to-rank for IR: Overview, recent advances, challenges, and directions, Neurocomputing, Volume 208, 5 October 2016, Pages 3-24, ISSN 0925-2312, http://dx.doi.org/10.1016/j.neucom.2016.03.084.

Conceptual map of the Interactive Information Retrieval field.

Conceptual map of the Interactive Information Retrieval field.

Advertisements
This entry was posted in blog, publications, science and tagged , , , , , , , , , . Bookmark the permalink.

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s