CREATING A PRELIMINARY TOPIC STRUCTURE OF A CORPUS WHILE GENERATING THE CORPUS

摘要

Disclosed are systems, computer-readable mediums, and methods for creating a topic structure of a corpus while constructing the corpus. A first set of documents is received, and each document is converted into a text representation. The text representation of the first set of documents is clustered into original topics. Each document in the first set of documents is labeled based upon the clustering of the first set of documents. A classifier is built based on the labeling of each document in the first set of documents. A second set of documents is received, and each document in the second set of documents is classified, using the classifier, into one or more topics from the original topics.

主权项

1. A method for creating a topic structure of a corpus while constructing the corpus, the method comprising:
receiving a first set of documents; clustering the text representation of the first set of documents into original topics; labeling each document in the first set of documents based upon the clustering of the first set of documents; building, using a processor, a classifier based on the labeling of each document in the first set of documents; receiving a second set of documents; and classifying, using the classifier, each document in the second set of documents into one or more topics from the original topics.