Diversity, Serendipity, Novelty, and Coverage

By Marius Kaminskas, Derek G. Bridge. 2016

310 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Information Systems, Management Science and Operations Research

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Barbara E. Engelhardt
2. Brandon M Stewart
3. Allison June-Barlow Chaney

In Information Systems

1. Barbara E. Engelhardt
2. Brandon M Stewart
3. Allison June-Barlow Chaney

In Management Science and Operations Research

1. Barbara E. Engelhardt
2. Allison June-Barlow Chaney
3. Brandon M Stewart

Citations in the corpus

• How algorithmic confounding in recommendation systems increases homogeneity and decreases utility (2017, background): “It is our hope that this work will help motivate researchers and practitioners to 1) actively assess systems with objectives such as diversity, serendipity, novelty, and coverage [31]; 2) apply causal reasoning techniques to counter the eects of algorithmic confounding; and 3) evaluate the distribut”