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Automatic Analysis of Unstructured Content as an Example of a Data Source for the Public Administration

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  • Jacek MaÅ›lankowski

    (Uniwersytet Gdański)

Abstract

Organization management requires access to reliable and verified data, which allows developing a particular organizational unit by decidents. With information technology development, processing large datasets to acquire valuable information is more common. Such a data source can be social media or comments under news articles. The goal of this article is to present a case study of automatic content analysis to get a general opinion on the initiative taken by public administration units, especially self-government institutions. For this reason, a framework has been developed to allow analysing unstructured content, in which the most common form are comments. The analysis of the results taken from this system allows formulating several conclusions on Big Data tools usability as well as the reliability of the data acquired this way.

Suggested Citation

  • Jacek MaÅ›lankowski, 2017. "Automatic Analysis of Unstructured Content as an Example of a Data Source for the Public Administration," Collegium of Economic Analysis Annals, Warsaw School of Economics, Collegium of Economic Analysis, issue 46, pages 161-172.
    • Handle: RePEc:sgh:annals:i:46:y:2017:p:161-172
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    References listed on IDEAS

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    1. Gianluca Marcato & Anupam Nanda, 2016. "Information Content and Forecasting Ability of Sentiment Indicators: Case of Real Estate Market," Journal of Real Estate Research, American Real Estate Society, vol. 38(2), pages 165-204.
    2. Suzanne C. Makarem & Haeran Jae, 2016. "Consumer Boycott Behavior: An Exploratory Analysis of Twitter Feeds," Journal of Consumer Affairs, Wiley Blackwell, vol. 50(1), pages 193-223, March.
    3. Chintagunta Pradeep & Hanssens Dominique M. & Hauser John R., 2016. "Marketing and Data Science: Together the Future is Ours," GfK Marketing Intelligence Review, Sciendo, vol. 8(2), pages 18-23, November.
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