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Documents authored by Berendt, Bettina


Document
Mobility Data Mining: from Technical to Ethical (Dagstuhl Seminar 22022)

Authors: Bettina Berendt, Stan Matwin, Chiara Renso, Fran Meissner, Francesca Pratesi, Alessandra Raffaetà, and Geoffrey Rockwell

Published in: Dagstuhl Reports, Volume 12, Issue 1 (2022)


Abstract
This report documents the program and the outcomes of Dagstuhl Seminar 22022 "Mobility Data Analysis: from Technical to Ethical" that took place fully remote and hosted by Schloss Dagstuhl from 10-12 January 2022. An interdisciplinary team of 23 researchers from Europe, the Americas and Asia in the fields of computer science, ethics and mobility analysis discussed interactions between their topics and fields to bridge the gap between the more technical aspects to the ethics with the objective of laying the foundations of a new Mobility Data Ethics research field.

Cite as

Bettina Berendt, Stan Matwin, Chiara Renso, Fran Meissner, Francesca Pratesi, Alessandra Raffaetà, and Geoffrey Rockwell. Mobility Data Mining: from Technical to Ethical (Dagstuhl Seminar 22022). In Dagstuhl Reports, Volume 12, Issue 1, pp. 35-66, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2022)


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@Article{berendt_et_al:DagRep.12.1.35,
  author =	{Berendt, Bettina and Matwin, Stan and Renso, Chiara and Meissner, Fran and Pratesi, Francesca and Raffaet\`{a}, Alessandra and Rockwell, Geoffrey},
  title =	{{Mobility Data Mining: from Technical to Ethical (Dagstuhl Seminar 22022)}},
  pages =	{35--66},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2022},
  volume =	{12},
  number =	{1},
  editor =	{Berendt, Bettina and Matwin, Stan and Renso, Chiara},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.1.35},
  URN =		{urn:nbn:de:0030-drops-169200},
  doi =		{10.4230/DagRep.12.1.35},
  annote =	{Keywords: Dagstuhl Report, Mobility Data Mining: from Technical to Ethical}
}
Document
Web Futures: Inclusive, Intelligent, Sustainable The 2020 Manifesto for Web Science (Dagstuhl Perspectives Workshop 18262)

Authors: Bettina Berendt, Fabien Gandon, Susan Halford, Wendy Hall, Jim Hendler, Katharina E. Kinder-Kurlanda, Eirini Ntoutsi, and Steffen Staab

Published in: Dagstuhl Manifestos, Volume 9, Issue 1 (2021)


Abstract
This Manifesto was produced from the Perspectives Workshop 18262 entitled "10 Years of Web Science" that took place at Schloss Dagstuhl from June 24 – 29, 2018. At the Workshop, we revisited the origins of Web Science, explored the challenges and opportunities of the Web, and looked ahead to potential futures for both the Web and Web Science. We explain issues that society faces in the Web by the ambivalences that are inherent in the Web. All the enormous benefits that the Web offers - for information sharing, collective organization and distributed activity, social inclusion and economic growth - will always carry along negative consequences, too, and 30 years after its creation negative consequences of the Web are only too apparent. The Web continues to evolve and its next major step will involve Artificial Intelligence (AI) at large. AI has the potential to amplify positive and negative outcomes, and we explore these possibilities, situating them within the wider debate about the future of regulation and governance for the Web. Finally, we outline the need to extend Web Science as the science that is devoted to the analysis and engineering of the Web, to strengthen our role in shaping the future of the Web and present five key directions for capacity building that are necessary to achieve this: (i), supporting interdisciplinarity, (ii), supporting collaboration, (iii), supporting the sustainable Web, (iv), supporting the Intelligent Web, and (v), supporting the Inclusive Web. Our writing reflects our background in several disciplines of the social and technical sciences and that these disciplines emphasize topics to various extents. We are acutely aware that our observations occupy a particular point in time and are skewed towards our experience as Western scholars - a limitation that Web Science will need to overcome.

Cite as

Bettina Berendt, Fabien Gandon, Susan Halford, Wendy Hall, Jim Hendler, Katharina E. Kinder-Kurlanda, Eirini Ntoutsi, and Steffen Staab. Web Futures: Inclusive, Intelligent, Sustainable The 2020 Manifesto for Web Science (Dagstuhl Perspectives Workshop 18262). In Dagstuhl Manifestos, Volume 9, Issue 1, pp. 1-42, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2021)


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@Article{berendt_et_al:DagMan.9.1.1,
  author =	{Berendt, Bettina and Gandon, Fabien and Halford, Susan and Hall, Wendy and Hendler, Jim and Kinder-Kurlanda, Katharina E. and Ntoutsi, Eirini and Staab, Steffen},
  title =	{{Web Futures: Inclusive, Intelligent, Sustainable The 2020 Manifesto for Web Science (Dagstuhl Perspectives Workshop 18262)}},
  pages =	{1--42},
  journal =	{Dagstuhl Manifestos},
  ISSN =	{2193-2433},
  year =	{2021},
  volume =	{9},
  number =	{1},
  editor =	{Berendt, Bettina and Gandon, Fabien and Halford, Susan and Hall, Wendy and Hendler, Jim and Kinder-Kurlanda, Katharina E. and Ntoutsi, Eirini and Staab, Steffen},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagMan.9.1.1},
  URN =		{urn:nbn:de:0030-drops-137443},
  doi =		{10.4230/DagMan.9.1.1},
  annote =	{Keywords: Web Science, Artificial Intelligence, Web Governance, Capacity Building}
}
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