Publisher: Springer; 2001 edition (September 15, 2001)
Format: PDF / Kindle / ePub
Size: 7.9 MB
Downloadable formats: PDF
wisdom Discovery and Measures of curiosity is a reference publication for wisdom discovery researchers, practitioners, and scholars. the information discovery researcher will locate that the fabric presents a theoretical origin for measures of curiosity in information mining functions the place range measures are used to rank summaries generated from databases. the information discovery practitioner will locate sturdy empirical facts on which to base judgements concerning the collection of measures in information mining functions. the data discovery scholar in a senior undergraduate or graduate direction in databases and information mining will locate the publication is an efficient advent to the ideas and strategies of measures of curiosity. In wisdom Discovery and Measures of curiosity, we learn heavily comparable steps in any wisdom discovery approach: the new release of chanced on wisdom; and the translation and assessment of came across wisdom. within the new release step, we learn information summarization, the place a unmarried dataset will be generalized in lots of other ways and to many alternative degrees of granularity in accordance to area generalization graphs. within the interpretation and evaluate step, we research variety measures as heuristics for rating the interestingness of the summaries generated. the target of this paintings is to introduce and evaluation a strategy for score the interestingness of found styles in information. It includes 4 basic pursuits: To introduce area generalization graphs for describing and guiding the new release of summaries from databases. To introduce and review serial and parallel algorithms that traverse the area generalization area defined through the area generalization graphs. To introduce and evaluation range measures as heuristic measures of interestingness for score summaries generated from databases. To advance the initial beginning for a conception of interestingness in the context of rating summaries generated from databases. wisdom Discovery and Measures of curiosity is appropriate as a secondary textual content in a graduate point direction and as a reference for researchers and practitioners in undefined.