![]() How do I manually categorize thousands of new Answers created each week and make it a scalable process?.How do I get help from content experts who were knowledgeable on the entire Category Taxonomy?.How do I go through thousands of Answers in a short amount of time?.Obviously, manually assigning categories to 300,000+ Answers wasn't a realistic solution: ![]() You've probably used these categories, in the left-hand navigation, when viewing a documentation page:īuilding Help Center required the integration of over 300,000 MATLAB Answers, aligning them by category to the existing documentation pages. These documentation pages are organized into over 3,500 categories, to make topics and reference pages easy to find and parse. There are over 40,000 pages of MathWorks product documentation, spread across the 90+ products MathWorks offers. This wouldn't be so hard except for one thing: I had more than 300,000 MATLAB Answers that needed to be slotted into more than 3,500 categories. ![]() I put it in the ANOVA category under the AI, Data Science, and Statistics > Statistics and Machine Learning Toolbox > ANOVA > Analysis of Variance and Covariance. Let me give you an example: Here's an answer related to ANOVA statistical analysis: The categories help organize content based on topics and enable you to find information easily. I had just been given the task of putting individual MATLAB Answers into categories for the new Help Center that integrates different documentation and community resources into a single, categorical-based design. In the Spring of 2019, I had a serious problem. This post is from Anshul Varma, developer at MathWorks, who will talk about a project where MATLAB is used for a real production application: Applying Deep Learning to categorize MATLAB Answers. ![]()
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