Earlier quoted context omitted.
I had to keep deleting my Spotify account because my recommendations kept getting contaminated with music genres I didn't like that were impossible to get rid of. Listening to the wrong song two times could irrevocably ruin my recommendations. I would have very much liked a dislike button, or at least a "forget everything you think you know about me"-button. Now it ended up with me getting rid of Spotify, because of…
Without specifics I cannot guess as to your specific case but in general customer's just do not use dislike buttons. So exposing them isn't a value add and usually a UI clutter that most customer's have no use for and won't use. In general, you had to be doing something to be getting recommendations so there is some action that when most customer's do demonstrates a high probability that you will like some genre and…
I’ve done some work with a couple disaster organizations in the past and we continually get massive praise and thanks from the victims of these disasters. The actual victims have the same praise over and over again: Unlike the red cross, salvation army, and FEMA we actually ask them what they (the victims) need. We don’t assume they need water and and a tarp, we assume they know whether or not they already have those things. Often the victims need diapers, help with flood mold remidiation, a chainsaw to cut limbs from their street so they can get their cars out so they can go help the neighbors a few streets over etc…. They know what is prohibiting them from getting out to help others much better than we.
When people are telling us what they need, we should listen to them and we should actively try to avoid our tendencies towards “I know better what you need.”
I have a couple friends who work on recommendation algorithms full time and in their defense, they’re fully aware how terrible the recommendations are—I still get my music recommendations from friends, from the local music store employees, and friends who work in music venues—their recommendations are infinitely better.