Title :
The simulation and improved k-nearest neighbors algorithm of LANDMARC for books positioning
Author :
Yuru, Zhang ; Liping, Tan ; Haitao, Jiang
Author_Institution :
Sch. of Comput. & Inf. Eng., Harbin Univ. of Commerce, Harbin, China
Abstract :
For the specific environment of the University Library, LANDMARC system model has been built to simulate and analyze the k-nearest neighbors algorithm of LANDMARC. Because the accuracy of the k-nearest neighbors algorithm used in the books postioning is not enough, in this paper, the improved the k-nearest neighbors algorithm has been proposed. The simulation results prove that the accuracy of improved algorithm is good enough to be used in university library books positioning.
Keywords :
LANDMARC system; books positioning; the k-nearest neighbors algorithm;
Conference_Titel :
Measurement, Information and Control (MIC), 2012 International Conference on
Conference_Location :
Harbin, China
Print_ISBN :
978-1-4577-1601-0
DOI :
10.1109/MIC.2012.6273282
