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README.md

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This is the source code and supplementary meterials for paper 'Context-aware In-process Crowdworker Recommendation'

Category Structure

  • Supplementary Materials

    • Heat map of expertise for Section 2.3
    • Details of experimental dataset for Section 4.2
    • Performance for recPoint with larger FirstHit of Ground Truth for Section 5.1
    • Performance under recThres from 5 to 15 for Section 5.1
  • src: source code

    • com/recommendOverview: the whole approach iRec
    • com/recommendRank: the learning-based ranking component
    • com/recommendRerank: the diversity-based re-ranking component
    • com/evaluation: evaluation metrics
    • com/dataProcess: utilities for data preprocessing
    • com/data: basic data structure
    • com/findings: code for obtaining the findings in Section 2.2 and 2.3
  • models: basic model for natural language processing

  • data: data for the experimental