Matches in SemOpenAlex for { <https://semopenalex.org/work/W3097622852> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W3097622852 abstract "Web Real-Time Communication (WebRTC) technology has quickly become popular as a video conferencing platform since it enables cost-effective peer-to-peer communication via browsers. In order to test cost-effectiveness of using WebRTC technology, it is necessary to dispose of user feedback through Quality of Experience (QoE) scores, considering various Influence Factors (IFs). Several studies have analyzed the impact of Context IFs (CIFs) on perceived QoE so far. This paper considers the impact of two CIFs, i.e., conversational task and different types of WebRTC-based applications on the QoE of video communication. In this sense, it focuses on several QoE dimensions, i.e., the overall satisfaction, efficiency, ease of use, and acceptance of WebRTC. QoE scores were collected by survey, and then statistically analyzed using Analysis of Variance (ANOVA) and Pearson correlation. Multi-Layer Perceptron (MLP) Artificial Neural Network (ANN) model has been developed in order to predict QoE based on its dimensions (i.e., overall satisfaction, efficiency, ease of use, and acceptance). Results indicate that the developed MLP model has a medium strong ability to make accurate QoE predictions." @default.
- W3097622852 created "2020-11-09" @default.
- W3097622852 creator A5010095915 @default.
- W3097622852 creator A5030794830 @default.
- W3097622852 creator A5073186591 @default.
- W3097622852 creator A5082501891 @default.
- W3097622852 date "2020-11-05" @default.
- W3097622852 modified "2023-09-26" @default.
- W3097622852 title "Multidimensional QoE Prediction of WebRTC Video Communication with Machine Learning" @default.
- W3097622852 cites W1522982141 @default.
- W3097622852 cites W1978984614 @default.
- W3097622852 cites W1984618215 @default.
- W3097622852 cites W1998107447 @default.
- W3097622852 cites W2001140515 @default.
- W3097622852 cites W2007732379 @default.
- W3097622852 cites W2016114697 @default.
- W3097622852 cites W2021001479 @default.
- W3097622852 cites W2033538831 @default.
- W3097622852 cites W2084726407 @default.
- W3097622852 cites W2090869281 @default.
- W3097622852 cites W2101103543 @default.
- W3097622852 cites W2105692366 @default.
- W3097622852 cites W2149092257 @default.
- W3097622852 cites W2508147045 @default.
- W3097622852 cites W2605808892 @default.
- W3097622852 cites W2727698908 @default.
- W3097622852 cites W2733152038 @default.
- W3097622852 cites W2734062932 @default.
- W3097622852 cites W2735894700 @default.
- W3097622852 cites W2739457358 @default.
- W3097622852 cites W2798436647 @default.
- W3097622852 cites W2799095784 @default.
- W3097622852 cites W2890411541 @default.
- W3097622852 cites W2911961045 @default.
- W3097622852 cites W2946692803 @default.
- W3097622852 cites W2969120675 @default.
- W3097622852 cites W51844010 @default.
- W3097622852 doi "https://doi.org/10.1007/978-3-030-54765-3_18" @default.
- W3097622852 hasPublicationYear "2020" @default.
- W3097622852 type Work @default.
- W3097622852 sameAs 3097622852 @default.
- W3097622852 citedByCount "1" @default.
- W3097622852 countsByYear W30976228522021 @default.
- W3097622852 crossrefType "book-chapter" @default.
- W3097622852 hasAuthorship W3097622852A5010095915 @default.
- W3097622852 hasAuthorship W3097622852A5030794830 @default.
- W3097622852 hasAuthorship W3097622852A5073186591 @default.
- W3097622852 hasAuthorship W3097622852A5082501891 @default.
- W3097622852 hasConcept C119857082 @default.
- W3097622852 hasConcept C151730666 @default.
- W3097622852 hasConcept C2779333187 @default.
- W3097622852 hasConcept C2779343474 @default.
- W3097622852 hasConcept C2779790888 @default.
- W3097622852 hasConcept C31258907 @default.
- W3097622852 hasConcept C41008148 @default.
- W3097622852 hasConcept C49774154 @default.
- W3097622852 hasConcept C5119721 @default.
- W3097622852 hasConcept C86803240 @default.
- W3097622852 hasConceptScore W3097622852C119857082 @default.
- W3097622852 hasConceptScore W3097622852C151730666 @default.
- W3097622852 hasConceptScore W3097622852C2779333187 @default.
- W3097622852 hasConceptScore W3097622852C2779343474 @default.
- W3097622852 hasConceptScore W3097622852C2779790888 @default.
- W3097622852 hasConceptScore W3097622852C31258907 @default.
- W3097622852 hasConceptScore W3097622852C41008148 @default.
- W3097622852 hasConceptScore W3097622852C49774154 @default.
- W3097622852 hasConceptScore W3097622852C5119721 @default.
- W3097622852 hasConceptScore W3097622852C86803240 @default.
- W3097622852 hasLocation W30976228521 @default.
- W3097622852 hasOpenAccess W3097622852 @default.
- W3097622852 hasPrimaryLocation W30976228521 @default.
- W3097622852 hasRelatedWork W10841346 @default.
- W3097622852 hasRelatedWork W12070520 @default.
- W3097622852 hasRelatedWork W12513023 @default.
- W3097622852 hasRelatedWork W13303319 @default.
- W3097622852 hasRelatedWork W3594889 @default.
- W3097622852 hasRelatedWork W6310906 @default.
- W3097622852 hasRelatedWork W8248617 @default.
- W3097622852 hasRelatedWork W8444177 @default.
- W3097622852 hasRelatedWork W8687274 @default.
- W3097622852 hasRelatedWork W9562187 @default.
- W3097622852 isParatext "false" @default.
- W3097622852 isRetracted "false" @default.
- W3097622852 magId "3097622852" @default.
- W3097622852 workType "book-chapter" @default.