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Presence of an Ecosystem: a Catalyst in the Knowledge Building Process in Crowdsourced Annotation Environments

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Published:25 August 2015Publication History

ABSTRACT

The phenomenal success of certain crowdsourced online platforms, such as Wikipedia, is accredited to their ability to tap the crowd's potential to collaboratively build knowledge. While it is well known that the crowd's collective wisdom surpasses the cumulative individual expertise, little is understood on the dynamics of knowledge building in a crowdsourced environment. A proper understanding of the dynamics of knowledge building in a crowdsourced environment would enable one in the better designing of such environments to solicit knowledge from the crowd. Our experiment on crowdsourced systems based on annotations shows that an important reason for the rapid knowledge building in such environments is due to variance in expertise. We use, as our test bed, a customized Crowdsourced Annotation System (CAS) which provides a group of users the facility to annotate a given document while trying to understand it. Our results show the presence of different genres of proficiency amongst the users of an annotation system. We observe that the crowdsourced knowledge ecosystem comprises of mainly four categories of contributors, namely: Probers, Solvers, Articulators and Explorers. We infer from our experiment that the knowledge garnering mainly happens due to the synergetic interaction across these categories.

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  1. Presence of an Ecosystem: a Catalyst in the Knowledge Building Process in Crowdsourced Annotation Environments

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      • Published in

        cover image ACM Conferences
        ASONAM '15: Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015
        August 2015
        835 pages
        ISBN:9781450338547
        DOI:10.1145/2808797

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        Publication History

        • Published: 25 August 2015

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