Title :
Classifly: Classification of Experts by Their Expertise on the Fly
Author :
Gan Keng Hoon;Gan Kian Min;Oscar Wong;Ooi Bong Pin;Chan Ying Sheng
Author_Institution :
Sch. of Comput. Sci., Univ. Sains Malaysia, Minden, Malaysia
Abstract :
Expert finding is commonly required in organizations. A well classified experts by their expertise helps in giving better access and exploitation on the human resources. In this paper, we show case Classifly, a tool to enable quick learning by using available sources related to an expert´s expertise to avoid the needs to manual labeling of training data. We demonstrate our tool in the context of academic search.
Keywords :
"Training","Bibliographies","Context","Manuals","Organizations","Supervised learning","Labeling"
Conference_Titel :
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2015 IEEE / WIC / ACM International Conference on
DOI :
10.1109/WI-IAT.2015.63