Lightkey lets the user select from a list of over 60 content domains (categories) to speed up its algorithmic learning curve and suggest the most relevant professional terms. In addition, users can create custom prediction categories based on their own content. “call me back when you can”, “I’m sorry, but we’ll have to postpone our meeting”, etc.Predictive Text In Highly Diversified Content Choosing from Lightkey’s built-in prediction categories is supported in all editions, whereas creating custom categories is available only in our premium editions Lightkey Professional and Lightkey for Business. represent everyday messages that can be easily predicted using our mobile keyboard applications.
We can group these messages under a single content domain – the “casual content” domain. However, when switching from the mobile platform to our PCs, the diversity of our content is much higher and can get very technical.
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Lightkey was designed from the ground up as a multi-domain predictive text solution.In other words, the PC platform inhabits multiple content domains, introducing us text predictors with a new and exciting challenge. After a long R&D process we are proud of the results as our customers are coming from all across the content domains spectrum. Our approach facing this challenge is multi-layered, with the user-facing layer being a choice of “prediction categories“. Basically, the (only) thing we ask users upon completing the installation process is to choose their preferred prediction categories. The way Lightkey deals with multi-domain prediction domains is fairly complex.Choosing these categories helps Lightkey’s algorithm in better understanding the user’s domains and therefore speed up its learning curve of the user. Basically, Lightkey uses both its artificial intelligence capabilities and some other proprietary capabilities that we’ve developed over the years to analyze the user’s writing context in real-time. Once installed, Lightkey will prompt users to select their prediction categories.By understanding the user’s context, Lightkey can suggest the most relevant predictions and can even go further to suggest up to 12 words including punctuation marks. We recommend choosing categories that are strongly linked to the content you create.
Don’t mix the content domains you write about with those you like to read about (e.g., your personal hobbies).
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