Sentence examples for topic categorization from inspiring English sources
Finally, we extract the most repetitive keywords from the body of the scam messages in order to improve their topic categorization.
The bag-of-words approach can be effective for topic categorization, e.g., that a document is about the microbiome, or is not about the microbiome.
Topic categorizations from the 80 randomly selected episodes (40 of The Dr Oz Show and 40 of The Doctors) are shown in figure 2. The most common show topic discussed on both The Dr Oz Show and The Doctors was general medical advice 32.0% (40/125) and 65.5% (74/113) respectively.
By referring to a diagram generated by the KH coder, we then categorized the words into major topics, eliminating common words that appeared in sentences across the different topics after categorization (e.g., "mother" and "think" in the parenting counseling data).
Examples of text mining applications are "information extraction, topic tracking, summarization, categorization, clustering, concept linkage, information visualization, or question answering" [75].
Instead of using Fisher similarity function for categorization using topic distribution probabilities, AdaBoost is employed to build a robust classifier using PLSA topic distribution probabilities as feature.
This can include the Operation and Topic sub-ontologies for categorization and search among available Web services, scripts and workflows, and as part of the provenance metadata for derived data items.
Existing methods either generate multiple fine-grained aspects without proper categorization or categorize semantically unrelated product aspects (e.g., by unsupervised topic modeling).
However, topics related to Information Categorization and Information Recommendation both require further study.
This initial reading aimed at impregnating researchers with the study topic without any intention of categorization.
And only Gmail allows tagging of emails for categorization under multiple topics (I just wish it was a quicker feature).
