When people and algorithms meet: user-reported problems in intelligent everyday applications.
Malin EibandSarah Theres VölkelDaniel BuschekSophia CookHeinrich HussmannPublished in: IUI (2019)
Keyphrases
- optimization problems
- benchmark problems
- computational problems
- data structure
- wide variety
- approximate solutions
- computational cost
- combinatorial optimization
- neural network
- np hard problems
- partial solutions
- practical problems
- orders of magnitude
- user interface
- np complete
- significant improvement
- related problems
- problems in computer vision
- data sets
- web search
- inference problems
- hard problems
- greedy algorithms
- exact and approximate
- web pages
- iterative algorithms
- exact algorithms
- convex functions
- reinforcement learning
- search space
- test problems
- relevance feedback
- user queries
- collaborative filtering
- benchmark datasets