The Currency of Wiki Articles – A Language Model-based Approach - University of Regensburg Publication Server

URN to cite this document:: urn:nbn:de:bvb:355-epub-551380
DOI to cite this document:: 10.5283/epub.55138

Heinrich, Bernd

; Huber, Maximilian ; Krapf, Thomas ; Schiller, Alexander

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Date of publication of this fulltext: 06 Dec 2023 11:47

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Item type:	Conference or workshop item (Paper)
Open Access Type:	Unknown
Date:	10 December 2023
Institutions:	Business, Economics and Information Systems > Institut für Wirtschaftsinformatik > Lehrstuhl für Wirtschaftsinformatik II (Prof. Dr. Bernd Heinrich) Informatics and Data Science > Department Information Systems > Lehrstuhl für Wirtschaftsinformatik II (Prof. Dr. Bernd Heinrich)
Keywords:	Data quality, currency, wikis, textual data, unstructured data, language model
Dewey Decimal Classification:	000 Computer science, information & general works > 004 Computer science 300 Social sciences > 330 Economics
Status:	Published
Refereed:	Yes, this version has been refereed
Created at the University of Regensburg:	Yes
Item ID:	55138

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Abstract

Wikis are ubiquitous in organisational and private use and provide a wealth of textual data. Maintaining the currency of this textual data is important and difficult, requiring large manual efforts. Previous approaches from literature provide valuable contributions for assessing the currency of structured data or whole wiki articles but are unsuitable for textual wiki data like single sentences. ...