TMine organizes tags extracted from textual content in hierarchical organizations, suitable for navigation, visualization, classification, and tracking. TMine extracts the most significant tag/terms from text documents and maps them onto a hierarchy in such a way that descendant terms are contextually dependent on their ancestors within the given corpus of documents. This offers a mechanism for enabling navigation within the tag space and for classification of the text documents based on the contextual structure captured by the created hierarchy. Tmine is language neutral, since it does not rely on any natural language processing technique and is unsupervised
Tmine: condensing navigable tag hierarchies from tag clouds
DI CARO, Luigi;SAPINO, Maria Luisa
2010-01-01
Abstract
TMine organizes tags extracted from textual content in hierarchical organizations, suitable for navigation, visualization, classification, and tracking. TMine extracts the most significant tag/terms from text documents and maps them onto a hierarchy in such a way that descendant terms are contextually dependent on their ancestors within the given corpus of documents. This offers a mechanism for enabling navigation within the tag space and for classification of the text documents based on the contextual structure captured by the created hierarchy. Tmine is language neutral, since it does not rely on any natural language processing technique and is unsupervisedI documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.