Paper structure

[azhe825]

Title

Modeling XXX from comparative judgements

Abstract

• What is the problem to solve?
• How is the problem solved previously?
• What are the difficulties (too much human effort)?
• How are you going to solve it (with comparative judgement)?
• Results?

Introduction

Extended version of the abstract

Background and Related Work

Related work for the use case

• How others have tried to solve the problem (literature review)
• Especially the baseline regression approach, describe how it works in details.

Related work for learning from comparative judgements

• Literature review on learning to rank
• Existing work on learning from comparative judgements (Learning User Preferences By Adaptive Pairwise Comparison)

Methodology

Describe how the proposed framework works.

Experiment

Data

Evaluation

• Comparative accuracy
• MAE
• Pearson Correlation Coefficient
• Spearman's ranking Correlation Coefficient

Treatments

• Baseline1: regression model
• Baseline2: linear comparative (SVM)
• Your approach

Results

Discussion

Limitations

Conclusion

conclusions and future work