How Long to Read Fairness in Information Access Systems

By MICHAEL D. EKSTRAND; ANUBRATA DAS; ROBIN BURKE; FE.

How Long Does it Take to Read Fairness in Information Access Systems?

It takes the average reader to read Fairness in Information Access Systems by MICHAEL D. EKSTRAND; ANUBRATA DAS; ROBIN BURKE; FE.

Assuming a reading speed of 250 words per minute. Learn more

Description

Recommendation, information retrieval, and other information access systems pose unique challenges for investigating and applying the fairness and non-discrimination concepts that have been developed for studying other machine learning systems. While fair information access shares many commonalities with fair classification, there are important differences such as the multistakeholder nature of information access applications, the rank-based problem setting, the centrality of personalization in many cases, and the role of user response. These all complicate the problem of identifying precisely what types and operationalizations of fairness may be relevant.In this monograph, the authors present a taxonomy of the various dimensions of fair information access and survey the literature to date on this new and rapidly-growing topic. They preface this with brief introductions to information access and algorithmic fairness to facilitate the use of this work by scholars who wish to study their intersection. The authors conclude with several open problems in fair information access and present suggestions for how to approach research in this space.

How long is Fairness in Information Access Systems?

Fairness in Information Access Systems by MICHAEL D. EKSTRAND; ANUBRATA DAS; ROBIN BURKE; FE. is 0 pages long, and a total of 0 words.

This makes it 0% the length of the average book. It also has 0% more words than the average book.

How Long Does it Take to Read Fairness in Information Access Systems Aloud?

The average oral reading speed is 183 words per minute. This means it takes to read Fairness in Information Access Systems aloud.

What Reading Level is Fairness in Information Access Systems?

Fairness in Information Access Systems is suitable for students ages 2 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Fairness in Information Access Systems?

Fairness in Information Access Systems by MICHAEL D. EKSTRAND; ANUBRATA DAS; ROBIN BURKE; FE. is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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