Nina Tahmasebi, Lars Borin, Gabriele Capannini, Devdatt Dubhashi, Peter Exner, Markus Forsberg, Gerhard Gossen, Fredrik D. Johansson, Richard Johansson, Mikael Kågebäck, Olof Mogren, Pierre Nugues, Thomas Risse
- 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.
Metadaten| Author: | Nina Tahmasebi, Lars Borin, Gabriele Capannini, Devdatt Dubhashi, Peter Exner, Markus Forsberg, Gerhard Gossen, Fredrik D. Johansson, Richard Johansson, Mikael Kågebäck, Olof Mogren, Pierre Nugues, Thomas RisseORCiDGND |
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| URN: | urn:nbn:de:hebis:30:3-536497 |
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| DOI: | https://doi.org/10.1007/s00799-015-0139-1 |
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| ISSN: | 1432-1300 |
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| ISSN: | 1432-5012 |
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| Parent Title (English): | International journal on digital libraries |
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| Publisher: | Springer |
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| Place of publication: | Berlin ; Heidelberg ; New York |
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| Document Type: | Article |
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| Language: | English |
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| Year of Completion: | 2015 |
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| Date of first Publication: | 2015/02/18 |
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| Publishing Institution: | Universitätsbibliothek Johann Christian Senckenberg |
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| Release Date: | 2020/05/25 |
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| Tag: | Culturomics; Digital humanities; Knowledgebased analysis; Natural language processing; Statistical analysis; Temporal text analysis; eInfrastructure; eScience |
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| Volume: | 15 |
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| Page Number: | 19 |
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| First Page: | 169 |
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| Last Page: | 187 |
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| Note: | Open Access This article is distributed under the terms of the Creative Commons Attribution License which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited. |
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| HeBIS-PPN: | 465976549 |
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| Institutes: | Zentrale Einrichtung / Universitätsbibliothek |
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| Dewey Decimal Classification: | 0 Informatik, Informationswissenschaft, allgemeine Werke / 02 Bibliotheks- und Informationswissenschaften / 020 Bibliotheks- und Informationswissenschaften |
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| Sammlungen: | Universitätspublikationen |
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| Licence (German): |  Creative Commons - Namensnennung 4.0 |
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Creative Commons - Namensnennung 4.0