Clustering dataset having structured and unstructured data
dranammari
New Altair Community Member
Hi all,
I want to implement a clustering process in Rapid Miner where I want to cluster a dataset that contains both structured and unstructured data. For example, in my database, I have a table that contains the user age, location, and gender (structured data). In other table, I have the user comments (text, unstructured data). Now I know how to build clustering processes to cluster the data in each of the tables. Of course the two cases are different because in the second case I have to do document clustering, which adds some extra operators, like "data to documents" to transform the table records to documents, and the "Process Documents" to do text-preprocessing. But at the end this is not what I want to do. What I want is to give the clustering operator (say k-means) one dataset that have both the structured and unstructired data, but of course the unstructured part of this data set should be text pre-processed.
Your help is highly appreciated.
A.
I want to implement a clustering process in Rapid Miner where I want to cluster a dataset that contains both structured and unstructured data. For example, in my database, I have a table that contains the user age, location, and gender (structured data). In other table, I have the user comments (text, unstructured data). Now I know how to build clustering processes to cluster the data in each of the tables. Of course the two cases are different because in the second case I have to do document clustering, which adds some extra operators, like "data to documents" to transform the table records to documents, and the "Process Documents" to do text-preprocessing. But at the end this is not what I want to do. What I want is to give the clustering operator (say k-means) one dataset that have both the structured and unstructired data, but of course the unstructured part of this data set should be text pre-processed.
Your help is highly appreciated.
A.
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