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Visions and open ch...
Visions and open challenges for a knowledge-based culturomics
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- Tahmasebi, Nina, 1982 (author)
- Gothenburg University,Göteborgs universitet,Institutionen för svenska språket,Department of Swedish,University of Gothenburg
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- Borin, Lars, 1957 (author)
- Gothenburg University,Göteborgs universitet,Institutionen för svenska språket,Department of Swedish,University of Gothenburg
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- Capannini, Gabriele, 1977 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Dubhashi, Devdatt, 1965 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Exner, Peter (author)
- Lund University,Lunds universitet,Institutionen för datavetenskap,Institutioner vid LTH,Lunds Tekniska Högskola,Department of Computer Science,Departments at LTH,Faculty of Engineering, LTH
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- Forsberg, Markus, 1974 (author)
- Gothenburg University,Göteborgs universitet,Institutionen för svenska språket,Department of Swedish,University of Gothenburg
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- Gossen, Gerhard (author)
- L3S Research Center
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- Johansson, Fredrik, 1988 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Johansson, Richard, 1975 (author)
- Gothenburg University,Göteborgs universitet,Institutionen för svenska språket,Department of Swedish,University of Gothenburg
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- Kågebäck, Mikael, 1981 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Mogren, Olof, 1980 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Nugues, Pierre (author)
- Lund University,Lunds universitet,Institutionen för datavetenskap,Institutioner vid LTH,Lunds Tekniska Högskola,Department of Computer Science,Departments at LTH,Faculty of Engineering, LTH
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- Risse, Thomas (author)
- L3S Research Center
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(creator_code:org_t)
- 2015-02-18
- 2015
- English.
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In: International Journal on Digital Libraries. - : Springer Science and Business Media LLC. - 1432-5012 .- 1432-1300. ; 15:2-4, s. 169-187
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Abstract
Subject headings
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- The concept of culturomics was born out of the availability of massive amounts of textual data and the interest to make sense of cultural and language phenomena over time. Thus far however, culturomics has only made use of, and shown the great potential of, statistical methods. In this paper, we present a vision for a knowledge-based culturomics that complements traditional culturomics. We discuss the possibilities and challenges of combining knowledge-based methods with statistical methods and address major challenges that arise due to the nature of the data; diversity of sources, changes in language over time as well as temporal dynamics of information in general. We address all layers needed for knowledge-based culturomics, from natural language processing and relations to summaries and opinions.
Subject headings
- 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)
- NATURVETENSKAP -- Data- och informationsvetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences (hsv//eng)
Keyword
- Culturomics
- Statistical analysis
- Knowledge-based analysis
- Temporal text analysis
- Digital humanities
- eScience
- eInfrastructure
- Natural language processing
- Digital humanities
Publication and Content Type
- ref (subject category)
- art (subject category)
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- By the author/editor
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Tahmasebi, Nina, ...
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Borin, Lars, 195 ...
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Capannini, Gabri ...
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Dubhashi, Devdat ...
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Exner, Peter
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Forsberg, Markus ...
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show more...
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Gossen, Gerhard
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Johansson, Fredr ...
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Johansson, Richa ...
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Kågebäck, Mikael ...
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Mogren, Olof, 19 ...
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Nugues, Pierre
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Risse, Thomas
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show less...
- About the subject
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Computer and Inf ...
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and Language Technol ...
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Computer and Inf ...
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and Computer Science ...
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Computer and Inf ...
- Articles in the publication
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International Jo ...
- By the university
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University of Gothenburg
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Chalmers University of Technology
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Lund University