FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3175267858> ?p ?o ?g. }

• W3175267858 abstract "With emerging technologies like robots, mixed-reality systems or mobile devices, machine-provided capabilities are increasing, so is the complexity of their control and display mechanisms. To address this dichotomy, we propose optimal control as a framework to support users in achieving their high-level goals in human-computer tasks. We reason that it will improve user support over usual approaches for adaptive interfaces as its formalism implicitly captures the iterative nature of human-computer interaction. We conduct two case studies to test this hypothesis. First, we propose a model-predictive-control-based optimization scheme that supports end-users to plan and execute robotic aerial videos. Second, we introduce a reinforcement-learning-based method to adapt mixed-reality augmentations based on users’ preferences or tasks learned from their gaze interactions with a UI. Our results show that optimal control can better support users’ high-level goals in human-computer tasks than common approaches. Optimal control models human-computer interaction as a sequential decision problem which represents its nature and, hence, results in better predictability of user behavior than for other methods. In addition, our work highlights that optimization- and learning-based optimal control have complementary strengths with respect to interface adaptation." @default.
• W3175267858 created "2021-07-05" @default.
• W3175267858 creator A5008646925 @default.
• W3175267858 creator A5025000908 @default.
• W3175267858 date "2021-01-01" @default.
• W3175267858 modified "2023-10-18" @default.
• W3175267858 title "Optimal Control to Support High-Level User Goals in Human-Computer Interaction" @default.
• W3175267858 cites W1255009209 @default.
• W3175267858 cites W1492106702 @default.
• W3175267858 cites W1527571715 @default.
• W3175267858 cites W1578293866 @default.
• W3175267858 cites W1946604082 @default.
• W3175267858 cites W1971913572 @default.
• W3175267858 cites W1986296919 @default.
• W3175267858 cites W1986922155 @default.
• W3175267858 cites W1990005421 @default.
• W3175267858 cites W1993170675 @default.
• W3175267858 cites W1999103409 @default.
• W3175267858 cites W2011024242 @default.
• W3175267858 cites W2015668054 @default.
• W3175267858 cites W2022365837 @default.
• W3175267858 cites W2047335008 @default.
• W3175267858 cites W2070629246 @default.
• W3175267858 cites W2072802664 @default.
• W3175267858 cites W2096045964 @default.
• W3175267858 cites W2102599910 @default.
• W3175267858 cites W2110703708 @default.
• W3175267858 cites W2115730616 @default.
• W3175267858 cites W2116322395 @default.
• W3175267858 cites W2118013858 @default.
• W3175267858 cites W2127572219 @default.
• W3175267858 cites W2139551810 @default.
• W3175267858 cites W2142828048 @default.
• W3175267858 cites W2144592607 @default.
• W3175267858 cites W2178324482 @default.
• W3175267858 cites W2397891592 @default.
• W3175267858 cites W2481121431 @default.
• W3175267858 cites W2587088476 @default.
• W3175267858 cites W2603019185 @default.
• W3175267858 cites W2736730865 @default.
• W3175267858 cites W2742744172 @default.
• W3175267858 cites W2754632396 @default.
• W3175267858 cites W2765650568 @default.
• W3175267858 cites W2766447205 @default.
• W3175267858 cites W2774630443 @default.
• W3175267858 cites W2794087097 @default.
• W3175267858 cites W2796290181 @default.
• W3175267858 cites W2894766094 @default.
• W3175267858 cites W2902572901 @default.
• W3175267858 cites W2911087563 @default.
• W3175267858 cites W2964044380 @default.
• W3175267858 cites W2981034728 @default.
• W3175267858 cites W3039611812 @default.
• W3175267858 cites W3095991084 @default.
• W3175267858 cites W3122364914 @default.
• W3175267858 cites W3132954338 @default.
• W3175267858 cites W3136127717 @default.
• W3175267858 cites W3137454621 @default.
• W3175267858 cites W3137501626 @default.
• W3175267858 doi "https://doi.org/10.1007/978-3-030-82681-9_2" @default.
• W3175267858 hasPublicationYear "2021" @default.
• W3175267858 type Work @default.
• W3175267858 sameAs 3175267858 @default.
• W3175267858 citedByCount "0" @default.
• W3175267858 crossrefType "book-chapter" @default.
• W3175267858 hasAuthorship W3175267858A5008646925 @default.
• W3175267858 hasAuthorship W3175267858A5025000908 @default.
• W3175267858 hasBestOaLocation W31752678582 @default.
• W3175267858 hasConcept C107457646 @default.
• W3175267858 hasConcept C111919701 @default.
• W3175267858 hasConcept C120665830 @default.
• W3175267858 hasConcept C121332964 @default.
• W3175267858 hasConcept C139807058 @default.
• W3175267858 hasConcept C142362112 @default.
• W3175267858 hasConcept C153349607 @default.
• W3175267858 hasConcept C154945302 @default.
• W3175267858 hasConcept C2775924081 @default.
• W3175267858 hasConcept C41008148 @default.
• W3175267858 hasConcept C558565934 @default.
• W3175267858 hasConcept C73301696 @default.
• W3175267858 hasConcept C89505385 @default.
• W3175267858 hasConcept C90509273 @default.
• W3175267858 hasConcept C97541855 @default.
• W3175267858 hasConceptScore W3175267858C107457646 @default.
• W3175267858 hasConceptScore W3175267858C111919701 @default.
• W3175267858 hasConceptScore W3175267858C120665830 @default.
• W3175267858 hasConceptScore W3175267858C121332964 @default.
• W3175267858 hasConceptScore W3175267858C139807058 @default.
• W3175267858 hasConceptScore W3175267858C142362112 @default.
• W3175267858 hasConceptScore W3175267858C153349607 @default.
• W3175267858 hasConceptScore W3175267858C154945302 @default.
• W3175267858 hasConceptScore W3175267858C2775924081 @default.
• W3175267858 hasConceptScore W3175267858C41008148 @default.
• W3175267858 hasConceptScore W3175267858C558565934 @default.
• W3175267858 hasConceptScore W3175267858C73301696 @default.
• W3175267858 hasConceptScore W3175267858C89505385 @default.
• W3175267858 hasConceptScore W3175267858C90509273 @default.
• W3175267858 hasConceptScore W3175267858C97541855 @default.
• W3175267858 hasLocation W31752678581 @default.
• W3175267858 hasLocation W31752678582 @default.

• next