Pushing the boundaries of crowd-enabled databases with query-driven schema expansion
Citations
165 citations
Cites background from "Pushing the boundaries of crowd-ena..."
...In the database community, hybrid human-machine database systems have been proposed [12, 23]....
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Cites background from "Pushing the boundaries of crowd-ena..."
..., “10 papers with the most novel ideas”) [22,43]....
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Cites background from "Pushing the boundaries of crowd-ena..."
...[16] expanded database schemas with additional attributes through querying the crowdsourcing systems....
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References
127 citations
103 citations
"Pushing the boundaries of crowd-ena..." refers methods in this paper
...However, as the Social Web is susceptible to spamming and data quality issues, our approach might benefit from implementing existing anti-spam techniques such as [18]....
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103 citations
"Pushing the boundaries of crowd-ena..." refers background in this paper
...For example, users could be represented by more than a single point in space to model diverse interests [23]....
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73 citations
"Pushing the boundaries of crowd-ena..." refers methods in this paper
...Instead, we propose a modified version of Euclidean Embedding presented in [12], which is designed around the standard Euclidean distance....
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72 citations
"Pushing the boundaries of crowd-ena..." refers methods in this paper
...perceptual space, we suggest to use Support Vector Regression Machines (SVMs) [14], which are a highly flexible technique to perform non-linear regression and classification, and have been proven to be effective when dealing with perceptual data [15]....
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