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Case study #3

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azhe825 opened this issue Oct 15, 2024 · 0 comments

azhe825 commented Oct 15, 2024 •

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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

azhe825 changed the title ~~Issue story point estimation~~ Case study

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