FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2898046149> ?p ?o ?g. }

• W2898046149 abstract "Task and session identification is a key element of system evaluation and user behavior modeling in Intelligent Assistant (IA) systems. However, identifying task and sessions for IAs is challenging due to the multi-task nature of IAs and the differences in the ways they are used on different platforms, such as smart-phones, cars, and smart speakers. Furthermore, usage behavior may differ among users depending on their expertise with the system and the tasks they are interested in performing. In this study, we investigate how to identify tasks and sessions in IAs given these differences. To do this, we analyze data based on the interaction logs of two IAs integrated with smart-speakers. We fit Gaussian Mixture Models to estimate task and session boundaries and show how a model with 3 components models user interactivity time better than a model with 2 components. We then show how session boundaries differ for users depending on whether they are in a learning-phase or not. Finally, we study how user inter-activity times differs depending on the task that the user is trying to perform. Our findings show that there is no single task or session boundary that can be used for IA evaluation. Instead, these boundaries are influenced by the experience of the user and the task they are trying to perform. Our findings have implications for the study and evaluation of Intelligent Agent Systems." @default.
• W2898046149 created "2018-10-26" @default.
• W2898046149 creator A5004546191 @default.
• W2898046149 creator A5027117126 @default.
• W2898046149 creator A5042929783 @default.
• W2898046149 creator A5059208041 @default.
• W2898046149 creator A5083733165 @default.
• W2898046149 date "2018-10-17" @default.
• W2898046149 modified "2023-10-18" @default.
• W2898046149 title "Impact of Domain and User's Learning Phase on Task and Session Identification in Smart Speaker Intelligent Assistants" @default.
• W2898046149 cites W1502525625 @default.
• W2898046149 cites W1735309556 @default.
• W2898046149 cites W1764008395 @default.
• W2898046149 cites W1972315221 @default.
• W2898046149 cites W1972882261 @default.
• W2898046149 cites W1975409939 @default.
• W2898046149 cites W1982896842 @default.
• W2898046149 cites W1990026265 @default.
• W2898046149 cites W1993006466 @default.
• W2898046149 cites W1996869586 @default.
• W2898046149 cites W2037553621 @default.
• W2898046149 cites W2038042219 @default.
• W2898046149 cites W2051224630 @default.
• W2898046149 cites W2113347069 @default.
• W2898046149 cites W2126348911 @default.
• W2898046149 cites W2134131174 @default.
• W2898046149 cites W2140619391 @default.
• W2898046149 cites W2142830965 @default.
• W2898046149 cites W2146961251 @default.
• W2898046149 cites W2152679188 @default.
• W2898046149 cites W2189217339 @default.
• W2898046149 cites W2331728731 @default.
• W2898046149 cites W2340995799 @default.
• W2898046149 cites W2341328702 @default.
• W2898046149 cites W2341909854 @default.
• W2898046149 cites W2460937017 @default.
• W2898046149 cites W2530894448 @default.
• W2898046149 cites W2612986307 @default.
• W2898046149 cites W2621525845 @default.
• W2898046149 cites W2733388438 @default.
• W2898046149 cites W2740992833 @default.
• W2898046149 cites W2121633101 @default.
• W2898046149 doi "https://doi.org/10.1145/3269206.3271803" @default.
• W2898046149 hasPublicationYear "2018" @default.
• W2898046149 type Work @default.
• W2898046149 sameAs 2898046149 @default.
• W2898046149 citedByCount "2" @default.
• W2898046149 countsByYear W28980461492018 @default.
• W2898046149 countsByYear W28980461492020 @default.
• W2898046149 crossrefType "proceedings-article" @default.
• W2898046149 hasAuthorship W2898046149A5004546191 @default.
• W2898046149 hasAuthorship W2898046149A5027117126 @default.
• W2898046149 hasAuthorship W2898046149A5042929783 @default.
• W2898046149 hasAuthorship W2898046149A5059208041 @default.
• W2898046149 hasAuthorship W2898046149A5083733165 @default.
• W2898046149 hasConcept C107457646 @default.
• W2898046149 hasConcept C111919701 @default.
• W2898046149 hasConcept C116834253 @default.
• W2898046149 hasConcept C127413603 @default.
• W2898046149 hasConcept C134306372 @default.
• W2898046149 hasConcept C136764020 @default.
• W2898046149 hasConcept C144430266 @default.
• W2898046149 hasConcept C175154964 @default.
• W2898046149 hasConcept C201995342 @default.
• W2898046149 hasConcept C26517878 @default.
• W2898046149 hasConcept C2779182362 @default.
• W2898046149 hasConcept C2780451532 @default.
• W2898046149 hasConcept C33923547 @default.
• W2898046149 hasConcept C36503486 @default.
• W2898046149 hasConcept C38652104 @default.
• W2898046149 hasConcept C41008148 @default.
• W2898046149 hasConcept C49774154 @default.
• W2898046149 hasConcept C59822182 @default.
• W2898046149 hasConcept C67712803 @default.
• W2898046149 hasConcept C86803240 @default.
• W2898046149 hasConcept C89505385 @default.
• W2898046149 hasConceptScore W2898046149C107457646 @default.
• W2898046149 hasConceptScore W2898046149C111919701 @default.
• W2898046149 hasConceptScore W2898046149C116834253 @default.
• W2898046149 hasConceptScore W2898046149C127413603 @default.
• W2898046149 hasConceptScore W2898046149C134306372 @default.
• W2898046149 hasConceptScore W2898046149C136764020 @default.
• W2898046149 hasConceptScore W2898046149C144430266 @default.
• W2898046149 hasConceptScore W2898046149C175154964 @default.
• W2898046149 hasConceptScore W2898046149C201995342 @default.
• W2898046149 hasConceptScore W2898046149C26517878 @default.
• W2898046149 hasConceptScore W2898046149C2779182362 @default.
• W2898046149 hasConceptScore W2898046149C2780451532 @default.
• W2898046149 hasConceptScore W2898046149C33923547 @default.
• W2898046149 hasConceptScore W2898046149C36503486 @default.
• W2898046149 hasConceptScore W2898046149C38652104 @default.
• W2898046149 hasConceptScore W2898046149C41008148 @default.
• W2898046149 hasConceptScore W2898046149C49774154 @default.
• W2898046149 hasConceptScore W2898046149C59822182 @default.
• W2898046149 hasConceptScore W2898046149C67712803 @default.
• W2898046149 hasConceptScore W2898046149C86803240 @default.
• W2898046149 hasConceptScore W2898046149C89505385 @default.
• W2898046149 hasLocation W28980461491 @default.
• W2898046149 hasOpenAccess W2898046149 @default.
• W2898046149 hasPrimaryLocation W28980461491 @default.

• next