SPSS Inc.'s Predictive Text Analytics solution uses advanced, proven text and data mining technologies. Depending upon the nature of the issue to be addressed, a Predictive Text Analytics solution may use some or all of the following products:
Integrated with SPSS' data mining workbench, Text Mining for Clementine enables you to access textual data and extract concepts using natural language processing (NLP) technologies and then apply data mining techniques such as classification, clustering, and predictive modeling to these concepts to develop models. Models can then be deployed just as any Clementine models are.
Since Text Mining for Clementine is an optional feature of our industry-leading data mining solution, you may want to read more about the capabilities of Clementine, and about data mining in general.
Text Mining for Clementine's open architecture works with many types of applications, including, SPSS Inc.'s PredictiveCallCenter™, PredictiveClaims™, and Predictive Marketing™ applications.
By using LexiQuest Mine, you can uncover concepts contained in large collections of text and then display them graphically so that analysts and business users can clearly see relationship among concepts.Visualize relationships through LexiQuest Mine's color-coded association maps. Identify emerging issues with its trend charts. Check the frequency of concept occurrence using spreadsheet-style reports. Read more about LexiQuest Mine.
You can sort and route information more easily with LexiQuest Categorize. By placing text items in categories accurately—and with minimum manual intervention—LexiQuest Categorize helps you organize large amounts of text. This includes text foundin e-mails, in notes fields from call center or other applications, and in other reports and documents. To improve the categorization and routing of text documents, embed LexiQuest Categorize in other software applications,such as your organization's call center or e-mail applications. Read more about LexiQuest Categorize.
This product is specifically designed to analyze text responses to open-ended survey questions. By using SPSS Text Analysis for Surveys, you can extract and categorize concepts from text responses and then integrate results with quantitative survey data for further analysis using either SPSS® or Microsoft® Excel™. Read more about SPSS Text Analysis for Surveys.
Predictive Text Analytics
Read Nucleus Research's "Guidebook: SPSS
Text Mining"
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