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Communications in Computer and Information Science

Bias and Social Aspects in Search and Recommendation

First International Workshop, BIAS 2020, Lisbon, Portugal, April 14, Proceedings

Editors: Boratto, L., Faralli, S., Marras, M., Stilo, G. (Eds.)

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  • ISBN 978-3-030-52485-2
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Softcover $84.99
price for USA in USD
  • ISBN 978-3-030-52484-5
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About this book

This book constitutes refereed proceedings of the First International Workshop on Algorithmic Bias in Search and Recommendation, BIAS 2020, held in April, 2020. Due to the COVID-19 pandemic BIAS 2020 was held virtually. 
The 10 full papers and 7 short papers were carefully reviewed and seleced from 44 submissions. The papers cover topics that go from search and recommendation in online dating, education, and social media, over the impact ofgender bias in word embeddings, to tools that allow to explore bias and fairnesson the Web. 

Table of contents (18 chapters)

Table of contents (18 chapters)
  • Facets of Fairness in Search and Recommendation

    Pages 1-11

    Verma, Sahil (et al.)

  • Mitigating Gender Bias in Machine Learning Data Sets

    Pages 12-26

    Leavy, Susan (et al.)

  • Why Do We Need to Be Bots? What Prevents Society from Detecting Biases in Recommendation Systems

    Pages 27-34

    Krafft, Tobias D. (et al.)

  • Effect of Debiasing on Information Retrieval

    Pages 35-42

    Gerritse, Emma J. (et al.)

  • Matchmaking Under Fairness Constraints: A Speed Dating Case Study

    Pages 43-57

    Paraschakis, Dimitris (et al.)

Buy this book

eBook $64.99
price for USA in USD
  • ISBN 978-3-030-52485-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $84.99
price for USA in USD
  • ISBN 978-3-030-52484-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Bias and Social Aspects in Search and Recommendation
Book Subtitle
First International Workshop, BIAS 2020, Lisbon, Portugal, April 14, Proceedings
Editors
  • Ludovico Boratto
  • Stefano Faralli
  • Mirko Marras
  • Giovanni Stilo
Series Title
Communications in Computer and Information Science
Series Volume
1245
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-52485-2
DOI
10.1007/978-3-030-52485-2
Softcover ISBN
978-3-030-52484-5
Series ISSN
1865-0929
Edition Number
1
Number of Pages
X, 205
Number of Illustrations
13 b/w illustrations, 46 illustrations in colour
Topics