ABSTRACT
The main feature of the free online-encyclopedia Wikipedia is the wiki-tool, which allows viewers to edit the articles directly in the web browser. As a weakness of this openness for example the possibility of manipulation and vandalism cannot be ruled out, so that the quality of any given Wikipedia article is not guaranteed. Hence the automatic quality assessment has been becoming a high active research field. In this paper we offer new metrics for an efficient quality measurement. The metrics are based on the lifecycles of low and high quality articles, which refer to the changes of the persistent and transient contributions throughout the entire life span.
- Adler, B. T. and de Alfaro, L. 2007. A Content-Driven Reputation System for the Wikipedia. In Proceedings of the 16th International Conference on the World Wide Web. 261--270, (May, 2007), Banff, Canada. Google ScholarDigital Library
- Adler, B. T., Chatterjee, K., de Alfaro, L., Faella, M., Pye, I. and Raman, V. 2008. Assigning Trust To Wikipedia Content. In Proceedings of the 2008 International Symposium on Wikis. (September, 2008), Porto, Portugal. Google ScholarDigital Library
- Blumenstock, J. E. 2008. Size Matters: Word Count as a Measure of Quality on Wikipedia. In Proceedings of the 17th international conference on World Wide Web. 1095--1096, (April, 2008). Beijing, China. Google ScholarDigital Library
- Cross, T. 2006. Puppy smoothies: Improving the reliability of open, collaborative wikis. In First Monday, 11(9), September 2006.Google Scholar
- Cunningham, W. and Leuf, B. 2001. The Wiki Way. Quick Collaboration on the Web. Addison-Wesley. Google ScholarDigital Library
- Dondio, P. and Barrett, S. 2007. Computational Trust in Web Content Quality: A Comparative Evalutation on the Wikipedia Project. In Informatica --- An International Journal of Computing and Informatics, 31/2, 151--160.Google Scholar
- Giles, G. 2005. Internet encyclopedias go head to head. In Nature, 438, 7070, 900--901.Google ScholarCross Ref
- Hoisl, B., Aigner, W. and Miksch, S. 2007. Social Rewarding in Wiki Systems --- Motivating the Community. In Proceedings of the second Online Communities and Social Computing. 362--371, (July, 2007), Beijing, China. Google ScholarDigital Library
- Hunt, J. and McIlroy, M. 1975. An algorithm for differential file comparison. Computer Science Technical Report 41, Bell Laboratories.Google Scholar
- Kittur, A., Suh, B., Pendleton, B. A. and Chi, E. H. 2007. He says, she says: Conflict and coordination in Wikipedia. 25th Annual ACM Conference on Human Factors in Computing Systems (CHI 2007). 453--462, (April/May, 2007), San Jose, USA Google ScholarDigital Library
- Kramer, M. Gregorowicz, A. and Iyer, B. 2008. Wiki Trust Metrics based on Phrasal Analysis. In Proceedings of the 2008 International Symposium on Wikis, (September, 2008), Porto, Portugal. Google ScholarDigital Library
- Lih, A. 2004. Wikipedia as participatory journalism: Reliable sources? metrics for evaluating collaborative media as a news resource. In Proceedings of the 5th International Symposium on Online Journalism, (April, 2004), Austin, USAGoogle Scholar
- Lim, E. P., Vuong, B. Q., Lauw, H. W. and Sun, A. 2006. Measuring Qualities of Articles Contributed by OnlineCommunities. In Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence. 81--87, (December, 2006), Hong Kong. Google ScholarDigital Library
- O'Reilly, T. 2005. What is Web2.0? http://www.oreillynet.com/pub/a/oreilly/tim/news/2005/09/30/what-is-web-20.html.Google Scholar
- Priedhorsky, R., Chen, J., Lam, S. K., Panciera, K., Terveen, L. and Riedl, J. 2007. Creating, Destroying, and Restoring Value in Wikipedia. In Proceedings of the 2007 international ACM conference on Supporting group work, 259--268, (November, 2007), Sanibel Island, USA. Google ScholarDigital Library
- Sabel, M. 2007. Structuring wiki revision history. In Proceedings of the 2007 International Symposium on Wikis. 125--130. (October, 2007), Montreal, Canada. Google ScholarDigital Library
- Smets, K., Goethals, B. and Verdonk, B. 2008. Automatic Vandalism Detection in Wikipedia: Towards a Machine Learning Approach. In Proceedings of the AAAI Workshop, Wikipedia and Artificial Intelligence: An Evolving Synergy (WikiAI08). (July, 2008), Chicago, USAGoogle Scholar
- Stvilia, B., Twidale, M. B., Smith, L. C. and Gasser, L. 2005. Assessing information quality of a community-based encyclopedia. In Proceedings of the International Conference on Information Quality, 442--454, (November, 2005), Cambridge, USAGoogle Scholar
- Potthast, M., Stein, B., and Gerling, R. 2008. Automatic Vandalism Detection in Wikipedia. In Proceedings of the Advances in Information Retrieval - 30th European Conference on IR Research. 663--668, (March/April, 2008), Glasgow, UK. Google ScholarDigital Library
- Víegas, F., Wattenberg, M. and Dave, K. 2004. Studying cooperation and conflict between authors with history flow visualizations. In Proceedings of the SIGCHI Conf. on Human Factors in Computing Systems, 575--582, (April, 2004), Vienna, Austria. Google ScholarDigital Library
- Viégas, F., Wattenberg, M., Kriss, J. and Ham, F. 2007. Talk before you type: Coordination in Wikipedia. In Proceedings of the 40th Hawaii International Conference on System Sciences. 78--88, (January, 2007), Hawaii, USA. Google ScholarDigital Library
- Wikipedia. 2009. Autorenportal. http://de.wikipedia.org/wiki/Wikipedia:AutorenportalGoogle Scholar
- Wikipedia. 2009. Multilingual statistics. http://en.wikipedia.org/wiki/Wikipedia:Multilingual_statisticsGoogle Scholar
- Wilkinson, D. and Huberman, B. 2007. Cooperation and quality in Wikipedia. In Proceedings of the 2007 International Symposium on Wikis. 157--164, (October, 2007), Montreal, Canada. Google ScholarDigital Library
- Zeng, H., Alhoussaini, M., Ding, L., Fikes R., and McGuinness, D. 2006. Computing trust from revision history. In Proceedings of the Intl. Conf. on Privacy, Security and Trust, (October/November, 2006), Markham, Canada. Google ScholarDigital Library
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- Assessing the quality of Wikipedia articles with lifecycle based metrics
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