A natural interaction of user and their behavior. Note a number of recent posts in a related topic that uses personality modeling. Here a hybrid approach. Currently examining this with a related tech.In the CACM:
Interactive Intent Modeling: Information Discovery Beyond Search
Combining intent modeling and visual user interfaces can help users discover novel information and dramatically improve their information-exploration performance. .. "
" ... We introduce interactive intent modeling, an approach promoting resourceful interaction between humans and IR systems to enable information discovery that goes beyond search. It addresses the vocabulary mismatch problem by giving users potential intents to explore, visualizing them as directions in the information space around the user's present position, and allowing interaction to improve estimates of the user's search intents. ... "
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