After emerging big data analysis with unstructured data, text mining
has been raising as a remarkable method to extract the information and the clue from unstructured text documents.
An important task of text mining
is hypothesis generation to predict unknown biomedical facts from biomedical articles.
The textual datasets are analyzed using different text mining
techniques like information retrieval, natural language processing, information extraction, summarization, clustering and visualization etc.
The medical verbosity disparity between online health seeker and the provider are restricted by using text mining
approaches to augment solutions in community based health care structures that shows a prodigious performance growth.
There are numerous vendors supplying sophisticated text mining
packages, such as SAS Text Miner, IBM SPSS Modeler and Statistica Text Miner.
* Text Mining
e uma forma de examinar uma colecao de documentos e descobrir informacao nao contida em nenhum dos documentos.
Evaluate your analytics partners' ability to achieve fast customization by starting with a framework that contains a pre-built data model that can include inputs from multiple sources such as transactional, syndicated data and unstructured data, as well as a fraud engine with predictive modeling and text mining
. It is also important that they have expertise in data science.
Novel methodology for semi-automatic ontology extension aggregating the elements of text mining
and user-dialog approaches is proposed in .
Top new technologies on their shopping lists include predictive modeling and text mining
The challenge for biomedical text mining
is to assert its usefulness both for acquiring information with quality that approaches (or surpasses) hand-curated data and for reaching the widest coverage for ) system-wide analysis (e.g., characterizing complex diseases.
is the process of deriving previously unknown information, patterns or trends from large amounts of text.
To access text-based information, data mining and text mining
techniques are used.