Mapping Medium’s Tags - Medium Engineering
medium.engineering
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there are big issues with tags that limit their usefulness... tags are scattered... over 1 million unique tags. Many ... duplicates ... or so close that they have the same audience... represent each tag by a vector of numbers in a multi-dimensional vector space...find the meaning of these thousands of tags in a way that can represented by vector…

How We Use Data to Suggest Tags for Your Story — Data Lab — Medium
medium.com
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Just as you’re about to publish your draft, we’ll suggest a couple tags for you to use based on what you’ve writte... to increase the number of tagged posts on Medium, but also to help users discover the right tags to use... In our algorithm, we use what is called a nearest neighbors approach... to compare posts... representing posts as vector…

22/11/2015
Transform Web Tags into Rich Customer Data
customerexperiencematrix.blogspot.be
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A glimpse into tomorrow's ultra-personalised web, when these technologies migrate out of marketing into CMS ... "an engine to generate custom sets of tags for each Web site visitor.... the next step is to assemble the tag data into detailed individual profiles for personalization, testing, attribution, and other purposes... These features go bey…

24/02/2015
Transforming Web Tags into Rich Customer Data
customerexperiencematrix.blogspot.be
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"an engine to generate custom sets of tags for each Web site visitor.... the next step is to assemble the tag data into detailed individual profiles for personalization, testing, attribution, and other purposes... These features go beyond Web page tags to capture data from mobile apps, from ad pixels served on external Web sites, and from other s…

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