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Multi-Level Graph Representation for Big Data Arising in Science Mapping (Dagstuhl Seminar 21152)

Authors: Katy Börner and Stephen Kobourov

Published in: Dagstuhl Reports, Volume 11, Issue 3 (2021)

Abstract

This report documents the program and the outcomes of Dagstuhl Seminar 21152 "Multi-Level Graph Representation for Big Data Arising in Science Mapping." The seminar brought together researchers coming from information visualization, psychology, cognitive science, human-computer interaction, graph drawing, computational geometry, and cartography with interests in the "science of science" to discuss novel graph mining and layout algorithms and their application to the development of science mapping standards and services. Due to the pandemic, this was a "hybrid" event with only 5 in-person participants and 25 by-zoom participants from over ten different countries and at least five different time-zones. There were three overview talks and four special presentations (evening webinars) from different communities represented in the seminar. Abstracts of these talks and presentations are collected in this report. Three working groups formed around open research problems related to the seminar topic and we report about their findings.

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Katy Börner and Stephen Kobourov. Multi-Level Graph Representation for Big Data Arising in Science Mapping (Dagstuhl Seminar 21152). In Dagstuhl Reports, Volume 11, Issue 3, pp. 1-15, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2021)

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@Article{borner_et_al:DagRep.11.3.1,
  author =	{B\"{o}rner, Katy and Kobourov, Stephen},
  title =	{{Multi-Level Graph Representation for Big Data Arising in Science Mapping (Dagstuhl Seminar 21152)}},
  pages =	{1--15},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2021},
  volume =	{11},
  number =	{3},
  editor =	{B\"{o}rner, Katy and Kobourov, Stephen},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.11.3.1},
  URN =		{urn:nbn:de:0030-drops-146885},
  doi =		{10.4230/DagRep.11.3.1},
  annote =	{Keywords: graph theory, graph algorithms, science of science, cartography and map-like representations, network visualization, multi-level semantic zooming}
}

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DOI: 10.4230/DagRep.8.11.139

Network Visualization in the Humanities (Dagstuhl Seminar 18482)

Authors: Katy Börner, Oyvind Eide, Tamara Mchedlidze, Malte Rehbein, and Gerik Scheuermann

Published in: Dagstuhl Reports, Volume 8, Issue 11 (2019)

Abstract

This report documents the program and the outcomes of Dagstuhl Seminar 18482 "Network Visualization in the Humanities", which took place November 26-30, 2019. The seminar brought together 27 researchers on Network Visualization and Digital Humanities communities. During the seminar the participants shared knowledge on the existing methods of network visualization and on network visualization challenges present in the Humanities through the introductory talks, the abstracts of which are included in this report. Multiple innovative research challenges for Network Visualisation in the Humanities have been identified and according to those four working groups have been set up that discussed the topics in detail. The summary of the discussions of the working groups is given in this report.

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Katy Börner, Oyvind Eide, Tamara Mchedlidze, Malte Rehbein, and Gerik Scheuermann. Network Visualization in the Humanities (Dagstuhl Seminar 18482). In Dagstuhl Reports, Volume 8, Issue 11, pp. 139-153, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2019)

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@Article{borner_et_al:DagRep.8.11.139,
  author =	{B\"{o}rner, Katy and Eide, Oyvind and Mchedlidze, Tamara and Rehbein, Malte and Scheuermann, Gerik},
  title =	{{Network Visualization in the Humanities (Dagstuhl Seminar 18482)}},
  pages =	{139--153},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2019},
  volume =	{8},
  number =	{11},
  editor =	{B\"{o}rner, Katy and Eide, Oyvind and Mchedlidze, Tamara and Rehbein, Malte and Scheuermann, Gerik},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.8.11.139},
  URN =		{urn:nbn:de:0030-drops-103593},
  doi =		{10.4230/DagRep.8.11.139},
  annote =	{Keywords: digital humanities, network visualization, graph drawing, human computer interaction, topic modelling, cyberinfrastructures, distant reading}
}

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Documents authored by Börner, Katy

Multi-Level Graph Representation for Big Data Arising in Science Mapping (Dagstuhl Seminar 21152)

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Network Visualization in the Humanities (Dagstuhl Seminar 18482)

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