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- 10 creator amir-zareian.
- 10 creator au-yeung-ching-man.
- 10 creator jiadi-yao.
- 10 creator manuel-salvadores.
- 10 creator nicholas-gibbins.
- 10 creator nigel-r-shadbolt.
- 10 creator priyanka-singh.
- 10 creator wendy-hall.
- 10 creator xiaowei-wang.
- 10 creator yang-yang.
- 10 creator zhonglun-cai.
- 10 type InProceedings.
- 10 label "Distributed Human Computation Framework for Linked Data Co-reference Resolution".
- 10 sameAs 10.
- 10 abstract "Abstract. Distributed Human Computation (DHC) is used to solve computational problems by incorporating the collaborative effort of a large number of humans. It is also a solution to AI-complete problems such as natural language processing. The Semantic Web with its root in AI has many research problems that are considered as AI-complete. E.g. co-reference resolution, which involves determining whether different URIs refer to the same entity, is a significant hurdle to overcome in the re- alisation of large-scale Semantic Web applications. In this paper, we pro- pose a framework for building a DHC system on top of the Linked Data Cloud to solve various computational problems. To demonstrate the con- cept, we are focusing on handling the co-reference resolution when inte- grating distributed datasets. Traditionally machine-learning algorithms are used as a solution for this but they are often computationally expen- sive, error-prone and do not scale. We designed a DHC system named iamResearcher, which solves the scientific publication author identity co- reference problem when integrating distributed bibliographic datasets. In our system, we aggregated 6 million bibliographic data from various pub- lication repositories. Users can sign up to the system to audit and align their own publications, thus solving the co-reference problem in a dis- tributed manner. The aggregated results are dereferenceable in the Open Linked Data Cloud.".
- 10 hasAuthorList authorList.
- 10 isPartOf proceedings.
- 10 keyword "Co-reference".
- 10 keyword "Crowd-sourcing".
- 10 keyword "DHC".
- 10 keyword "Distributed Human computation".
- 10 keyword "Linked Data".
- 10 title "Distributed Human Computation Framework for Linked Data Co-reference Resolution".