Sökning: AMNE:(NATURAL SCIENCES) AMNE:(Computer and Information Sciences) AMNE:(Human Computer Interaction)
> (2020-2024) >
An Interdisciplinar...
An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics : Position Paper
-
- Kucher, Kostiantyn, Dr. 1989- (författare)
- Linnéuniversitetet,Institutionen för datavetenskap och medieteknik (DM),Linköping University, Sweden,ISOVIS, DISA-DH,Linköpings universitet, Medie- och Informationsteknik,Medie- och Informationsteknik,Tekniska fakulteten,Department of Computer Science and Media Technology, Linnaeus University, Sweden,iVis, INV
-
- Sultanum, Nicole (författare)
- University of Toronto, Canada
-
- Daza, Angel (författare)
- Vrije Universiteit Amsterdam, Netherlands
-
visa fler...
-
- Simaki, Vasiliki (författare)
- Lund University,Lunds universitet,Språk, Kognition och Discourse@Lund (SKD@L),Forskargrupper vid Lunds universitet,Grekiska (nygrekiska),Avdelningen för nygrekiska, grekiska, latin och spanska,Sektion 3,Språk- och litteraturcentrum,Institutioner,Humanistiska och teologiska fakulteterna,Engelska,Avdelningen för engelska,Sektion 4,Language, Cognition and Discourse@Lund (LCD@L),Lund University Research Groups,Greek (Modern Greek),Division of Greek Studies, Latin, Modern Greek, and Spanish Studies,Section 3,Centre for Languages and Literature,Departments,Joint Faculties of Humanities and Theology,English Studies,Division of English Studies,Section 4
-
- Skeppstedt, Maria (författare)
- Uppsala University,Uppsala universitet,Institutionen för ABM,Centre for Digital Humanities Uppsala, CDHU,CDHU, Department of ALM, Uppsala University, Sweden
-
- Plank, Barbara (författare)
- LMU Munich, Germany and IT University of Copenhagen, Denmark
-
- Fekete, Jean-Daniel (författare)
- Inria, France;Université Paris-Saclay, France,Inria and Université Paris-Saclay, France,University of Paris-Saclay
-
- Mahyar, Narges (författare)
- UMass Amherst, USA,University of Massachusetts
-
visa färre...
-
(creator_code:org_t)
- IEEE, 2022
- 2022
- Engelska.
-
Ingår i: Proceedings of the 2022 IEEE Workshop on Evaluation and Beyond — Methodological Approaches to Visualization (BELIV '22). - : IEEE. - 9798350396294 - 9798350396300 ; , s. 28-37
- Relaterad länk:
-
https://arxiv.org/ab...
-
visa fler...
-
http://dx.doi.org/10...
-
https://urn.kb.se/re...
-
https://doi.org/10.1...
-
https://urn.kb.se/re...
-
https://urn.kb.se/re...
-
https://lup.lub.lu.s...
-
visa färre...
Abstract
Ämnesord
Stäng
- Appropriate evaluation and experimental design are fundamental for empirical sciences, particularly in data-driven fields. Due to the successes in computational modeling of languages, for instance, research outcomes are having an increasingly immediate impact on end users. As the gap in adoption by end users decreases, the need increases to ensure that tools and models developed by the research communities and practitioners are reliable, trustworthy, and supportive of the users in their goals. In this position paper, we focus on the issues of evaluating visual text analytics approaches. We take an interdisciplinary perspective from the visualization and natural language processing communities, as we argue that the design and validation of visual text analytics include concerns beyond computational or visual/interactive methods on their own. We identify four key groups of challenges for evaluating visual text analytics approaches (data ambiguity, experimental design, user trust, and "big picture" concerns) and provide suggestions for research opportunities from an interdisciplinary perspective.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap -- Människa-datorinteraktion (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Human Computer Interaction (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Språkteknologi (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Language Technology (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
- SAMHÄLLSVETENSKAP -- Annan samhällsvetenskap -- Tvärvetenskapliga studier inom samhällsvetenskap (hsv//swe)
- SOCIAL SCIENCES -- Other Social Sciences -- Social Sciences Interdisciplinary (hsv//eng)
Nyckelord
- Evaluation
- User Study
- Visual Text Analytics
- Text Visualization
- Visual Analytics
- Information Visualization
- Natural Language Processing
- Computational Linguistics
- Text Mining
- Informations- och programvisualisering
- Information and software visualization
- Data- och informationsvetenskap
- Computer and Information Sciences Computer Science
- Human-centered computing -
- Visualization
- Visualization design and evaluation methods
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
Hitta via bibliotek
Till lärosätets databas