Volume & Issue no: Volume 3, Issue 4, July - August 2014
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Title: |
Association Rules based Approach for Generating Informative ESP Game Labels |
Author Name: |
Hany Mahgoub, Mohamed Sakr |
Abstract: |
Abstract-Games with a purpose (GWAP) and microtask
crowdsourcing are considered two techniques of the humancomputation.
Image Retrieval (ImR) is an important field for
every user. Every day hundreds of users go through the web
sites and search for images matching given criteria. Many
researchers focus on making the ImR systems more accurate.
The using of GWAPs in ImR systems will make them more
accurate and useful. They provide the ImR system’s database
with a rich of information by adding more descriptions and
annotations to images. One of the systems of humancomputation
is ESP Game. ESP Game is a type of games with
a purpose. In the ESP game, there has been a lot of work was
proposed to solve many of the problems of it and makes the
most benefit of the game. One of the problems of the ESP
game is that it encourages players to assign “obvious†labels,
which are most likely to lead to an agreement with the partner.
This paper presents a new approach for generating informative
ESP game labels with no need to extra un-useful game round
between players using association rules mining. The results
show that new informative labels can be generated
automatically without any interference of extra game rounds
or any human.
Keywords: Human computation; Games with a purpose;
ESP game; Association rules mining |
Cite this article: |
Hany Mahgoub, Mohamed Sakr , "
Association Rules based Approach for Generating Informative ESP Game Labels " , International Journal of Emerging Trends & Technology in Computer Science (IJETTCS) ,
Volume 3, Issue 4, July - August 2014 , pp.
032-037 , ISSN 2278-6856.
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