Now showing items 1-10 of 63
Visualizing the document pre-processing effects in text mining process
Text mining is an important step to categorize textual data by using data mining techniques. As most obtained textual data is unstructured, it needs to be processed before applying mining algorithms – that process is known ...
An exploratory study to evaluate the practical application of PSS methods and tools based on text mining
(Design SocietyMilan, 2015-07)
Product Service System (PSS) is an approach in which the focus is on producing and delivering value in use instead of transferring physical goods ownership. In other to design PSS, some authors have been adapting methods ...
Selecting candidate labels for hierarchical document clusters using association rules
One way to organize knowledge and make its search and retrieval easier is to create a structural representation divided by hierarchically related topics. Once this structure is built, it is necessary to find labels for ...
Exploiting text mining techniques for contextual recommendations
(University of WarsawInstitute of Electrical and Electronics Engineers - IEEEWeb Intelligence Consortium - WICAssociation for Computing Machinery - ACMWarsaw, 2014-08)
Unlike traditional recommender systems, which make recommendations only by using the relation between users and items, a context-aware recommender system makes recommendations by incorporating available contextual information ...