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Natural language processing for MediaWiki: the semantic assistants approach

Published: 27 August 2012 Publication History

Abstract

We present a novel architecture for the integration of Natural Language Processing (NLP) capabilities into wiki systems. The vision is that of a new generation of wikis that can help developing their own primary content and organize their structure by using state-of-the-art technologies from the NLP and Semantic Computing domains. The motivation for this integration is to enable wiki users -- novice or expert -- to benefit from modern text mining techniques directly within their wiki environment. We implemented these ideas based on MediaWiki and present a number of real-world application case studies that illustrate the practicability and effectiveness of this approach.

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H. Cunningham et al. Text Processing with GATE (Version 6). University of Sheffield, Dept. of Computer Science, 2011.
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B. Sateli. A General Architecture to Enhance Wiki Systems with Natural Language Processing Techniques. Master's thesis, Concordia University, Montréal, QC, Canada, 2012.
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B. Sateli, C. Murphy, R. Witte, M.-J. Meurs, and A. Tsang. Text Mining Assistants in Wikis for Biocuration. In 5th International Biocuration Conference, page 126, Washington DC, USA, April 2012. International Society for Biocuration.
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R. Witte, T. Kappler, R. Krestel, and P. C. Lockemann. Integrating Wiki Systems, Natural Language Processing, and Semantic Technologies for Cultural Heritage Data Management. In C. Sporleder, A. van den Bosch, and K. Zervanou, editors, Language Technology for Cultural Heritage, pages 213--230. Springer, 2011.

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cover image ACM Conferences
WikiSym '12: Proceedings of the Eighth Annual International Symposium on Wikis and Open Collaboration
August 2012
295 pages
ISBN:9781450316057
DOI:10.1145/2462932
  • General Chair:
  • Cliff Lampe
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 27 August 2012

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WikiSym '12
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WikiSym '12 Paper Acceptance Rate 21 of 37 submissions, 57%;
Overall Acceptance Rate 69 of 145 submissions, 48%

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  • (2016)Semantic Web: State of the Art and Adoption in CorporationsKI - Künstliche Intelligenz10.1007/s13218-016-0425-030:2(131-138)Online publication date: 18-Jan-2016
  • (2014)Collaborative Semantic Management and Automated Analysis of Scientific LiteratureThe Semantic Web: ESWC 2014 Satellite Events10.1007/978-3-319-11955-7_73(494-498)Online publication date: 16-Oct-2014
  • (2014)Semantic Management of Scholarly Literature: A Wiki-Based ApproachAdvances in Artificial Intelligence10.1007/978-3-319-06483-3_43(387-392)Online publication date: 2014
  • (2013)The ReqWiki Approach for Collaborative Software Requirements Engineering with Integrated Text Analysis SupportProceedings of the 2013 IEEE 37th Annual Computer Software and Applications Conference10.1109/COMPSAC.2013.68(405-414)Online publication date: 22-Jul-2013
  • (2012)Supporting wiki users with natural language processingProceedings of the Eighth Annual International Symposium on Wikis and Open Collaboration10.1145/2462932.2462976(1-4)Online publication date: 27-Aug-2012
  • (2012)ReqWikiProceedings of the Eighth Annual International Symposium on Wikis and Open Collaboration10.1145/2462932.2462966(1-4)Online publication date: 27-Aug-2012

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