№2, 2016
THE PROBLEMS ASSOCIATED WITH BIG DATA IN WIKI-ENVIRONMENT AND THEIR SOLUTION WAYS
The article analyzes the problems emerged due to the collected and continuously growing large-scaled data in wiki-environment. The prospects of using wiki-metric research in decision-making for various purposes are identified. The necessary conditions for the storage and processing of large amounts of data in a wiki-environment are presented. It is proposed to jointly use some existing approaches to solve the problems associated with Big Data (pp.74-82).
Keywords: Wiki environment, Wiki technology, Wikipedia, Big Data, wiki-analytics, hromogram, data mining, Map-Reduce.
References
- Aliguliyev R.M., Hajirahimova M.S. “Big Data” phenomenon: Challenges and Opportunities // Information Technologies Problems, 2014, No 2, pp.3-16.
- Alakbarova I.Y. Some Approaches to the Development of Information Influence and Hidden Communications Detection Systems in Wiki-Environment / Proceedings of the 4th International Conference “Problems of Cybernetics and Informatics” (PCİ), Baku, Sept. 12–14, 2012, vol.I, pp.119–120.
- Alguliev R.M., Aliguliyev R.M., Alakbarova I.Y. Wikimetric research: current status and prospects // Telecommunications 2014, No 5, pp.15–31.
- https://meta.wikimedia.org/wiki/List_of_Wikipedias
- https://commons.wikimedia.org/wiki/Main_Page
- https://www.openhub.net/p/mediawiki
- Alakbarova I.Y. Analysis of some information warfare technologies in Wiki-environment//Information Society Problems, 2011, No 2, pp.18-28.
- Arazy O., Stroulia E.A. Utility for estimating the relative contributions of wiki authors / Proceedings of the Third International ICWSM Conference, San Jose, California, May 17–20, 2009, pp.171–174.
- Halfaker A., Keyes O., Taraborelli D. Making Peripheral Participation Legitimate: Reader engagement experiments in Wikipedia / Proceedings of the 2013 conference on Computer supported cooperative work, ACM, NY. USA, 2013, pp.849–860.
- Aliguliyev R.M., Alakbarova I.Y. Wikimetric research: state, problems and prospects, Express-information, Baku, “Information Technology” Publishing House, 2015, p. 87.
- Iba T., Nemoto K., Peters B., Gloor P.A. Analyzing the creative editing behavior of Wikipedia editors: through dynamic social network analysis // Procedia – Social and Behavioral Sciences, 2010, 2, no.4, pp.6441–6456.
- Müller C., Meuthrath B., Baumgra A. Analyzing wiki-based networks to improve knowledge processes in organizations // Journal of Universal Computer Science, 2008,vol.14, no.4, pp. 526–545.
- Wattenberg M., Viégas F.B., Hollenbach K. Visualizing Activity on Wikipedia with Chromograms / Proceedings of the 11th IFIP TC 13 international conference on Human-computer interaction, 10 Sept. 2007, Berlin, vol.4663, pp.272–287.
- http://www.sgi.com/go/wikipedia/
- Alguliyev, Imamverdiyev Y. Big Data: Big Promises for Information Security / Proceedings of the 8th International Conference on Application of Information and Communication Technologies (AICT), 15–17 Oct. 2014, IEEE, Astana, pp.1–4.
- Hilbert M. Big Data for Development: From Information – to Knowledge Societies, 2013. http://ssrn.com/abstract=2205145
- Couper M. Is the sky falling? New technology, changing media, and the future of surveys // Survey Research Methods, 2013, vol.7, no.3, pp.145–156.
- Suthaharan S. Big Data Classification: Problems and Challenges in Network Intrusion Prediction with Machine Learning // ACM Sigmetrics Performance Evaluation Review archive, 2014, vol.41, no.4, pp.70–73.
- Alguliev R.M., Aliguliyev R.M., Alekperova I.Ya. Cluster approach to the efficient use of multimedia resources in information warfare in Wikimedia // Automatic Control and Computer Sciences, 2014, vol.48, no.2, pp.97–108.
- Thusoo A., Sarma J.S., Jain N., Shao Z., Chakka P., Zhang N, Antony A., Liu H., Murthy R. Hive – A Petabyte Scale Data Warehouse Using Hadoop / Proceedings of the 26th International Conference on Data Engineering (ICDE), 2010 IEEE, 1–6 March, 2010, Long Beach, pp.996–1005.
- Hunt P., Konar M., Junqueira F.P., Reed B. ZooKeeper: wait-free coordination for internet-scale systems / Proceedings of the 2010 USENIX conference on USENIX annual technical conference. Berkeley, CA, USA: USENIX Association, 2010, pp.11–12.
- Carlin S., Curran K. Cloud Computing Technologies // International Journal of Cloud Computing and Services Science (IJ-CLOSER), 2012, vol.1, pp.59–65
