By Antti Syvajarvi, Jari Stenvall
The necessity for either enterprises and executive corporations to generate, acquire, and make the most of facts in private and non-private quarter actions is speedily expanding, putting value at the progress of information mining purposes and instruments.
Data Mining in private and non-private Sectors: Organizational and govt Applications explores the manifestation of knowledge mining and the way it may be improved at a variety of degrees of administration. This cutting edge e-book offers suitable theoretical frameworks and the newest empirical study findings precious to governmental organizations, working towards managers, and academicians.
Read Online or Download Data Mining in Public and Private Sectors: Organizational and Government Applications PDF
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Extra resources for Data Mining in Public and Private Sectors: Organizational and Government Applications
Sample text
MethoDoLogiCaL ProPosaL: ChaiD The phenomenon to be studied requires us to establish certain rules for the behaviour of the different elements that constitute the financial condition of a local authority, using a specific data set. Such a study can be carried out, among other means, using decision trees, which provide a set of rules that are hierarchies in such a way that the final decision can be taken through the implementation of logical decisions, from the tree trunk towards the leaves. 5 (Quinlan, 1993).
The situation that this author outlines is one in which certain forms of service or files are ricocheted because they are considered as hopeless in view of putting up standards. Rather then investing in these problem cases, one can opt for to ricochet these. Can Punish Good Performance Although performance measurement systems should stimulate good performance, it can also punish good performance. Describing this negative effect, De Bruijn (2002) refers to the work of Bordewijk and Klaassen (2000) who indicated that investing in transparency and efficiency is not without risks.
Subsequently, the main results of the analysis are discussed, firstly by means of an exploratory analysis, and then from an explanatory viewpoint. Finally, we highlight the most important issues raised in this chapter and suggest future areas for investigation. Measuring the Financial Crisis in Local Governments through Data Mining hoW shouLD finanCiaL Crises in LoCaL governMent be MeasureD? The study of municipal financial crises is a research objective that, while not a novel one, remains topical and continues to attract researchers around the world.