Design and analysis of a general vector space model for data classification in Internet of Things

Design and analysis of a general vector space model for data classification in Internet of Things

Blog Article

Abstract The amount of information increases explosively in Internet of Things, because more and more data are sensed by large amount of sensors.The explosive growth of information makes it difficult to access information efficiently, so it is an effective method to decrease the amount of information to guerlain ideal cologne be transferred on network by text classification.This paper proposes a new text classification algorithm based on vector space model.This algorithm improves the feature selection and weighting methods by introducing synonym replacement to traditional text classification algorithms.

The experimental results show that the proposed silver lining herbs kidney support classification algorithm has considerably improved the precision and recall of classification.