Distributed Networks

6

A Semi-Supervised and Active Learning Method for Alternatives Ranking Functions

Faïza Dammak, Hager Kammoun and Abdelmajid Ben Hamadou

CONTENTS

6.1    Introduction

6.2    Learning to Rank

6.2.1    Ranking of Alternatives

6.2.2    RankBoost Algorithm

6.2.3    Semi-Supervised Ranking

6.3    Proposition for a Semi-Supervised Method

6.3.1    Adaptation of the RankBoost Algorithm to a Semi-Supervised Ranking of Alternatives

6.3.2    Adaptation of the Algorithm of Selection of Ranking Features

6.4    Adaptation of the RankBoost Algorithm to an Active Ranking of Alternatives

6.5    Experiments

6.6    Conclusion

References

6.1    Introduction

Learning to rank is a relatively new research area that has emerged rapidly in the past decade. It plays ...