FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3111819954> ?p ?o ?g. }

• W3111819954 endingPage "2132" @default.
• W3111819954 startingPage "2123" @default.
• W3111819954 abstract "For practical reasons, surveys that aim for a large number of respondents tend to restrict themselves to closed-ended responses. Despite potentially bringing richer insights, the use of open-ended questions poses great challenges in terms of extracting useful information while significantly increasing the analysis time. Nevertheless, automatic text analysis techniques speed up the analysis of open-ended responses. In this research, we explore the potential to use techniques in topic modelling [Latent Dirichlet Allocation (LDA) and Supervised LDA (sLDA)] to extract information from open-ended responses. This is compared to the information obtained from closed-ended responses, accomplished using a questionnaire that measures the intention to use shared autonomous vehicles (SAVs). Two versions of the questionnaire- Ver_OE and Ver_Lk were used, with open-ended and Likert scales measuring the same attitudes in the alternative versions. Factors were extracted for closed-ended questions. For questions common to both versions of the questionnaire, respondents answering Ver_OE had a higher positive attitude towards autonomous vehicles. These attitudinal questions were placed after the open-ended questions. When evaluating the performance of the models that predict the intention to use SAVs, models estimated using Ver_OE performed better. This increased further with the inclusion of the information extracted from the open-ended responses using both, the unsupervised (LDA) and supervised (sLDA) methods. No improvement was observed in the model for Ver_Lk. These indicate the potential for the use of open-ended questions to measure attitudes and topic modelling to extract information from these responses." @default.
• W3111819954 created "2020-12-21" @default.
• W3111819954 creator A5001424439 @default.
• W3111819954 creator A5022945701 @default.
• W3111819954 creator A5029452683 @default.
• W3111819954 date "2021-04-01" @default.
• W3111819954 modified "2023-10-17" @default.
• W3111819954 title "Open-Ended Versus Closed-Ended Responses: A Comparison Study Using Topic Modeling and Factor Analysis" @default.
• W3111819954 cites W1036931427 @default.
• W3111819954 cites W1583372272 @default.
• W3111819954 cites W1964729668 @default.
• W3111819954 cites W1965688470 @default.
• W3111819954 cites W1972978214 @default.
• W3111819954 cites W1984334684 @default.
• W3111819954 cites W1985101747 @default.
• W3111819954 cites W1988563186 @default.
• W3111819954 cites W1990294806 @default.
• W3111819954 cites W1992254109 @default.
• W3111819954 cites W1993509847 @default.
• W3111819954 cites W1997320786 @default.
• W3111819954 cites W2014328941 @default.
• W3111819954 cites W2033430925 @default.
• W3111819954 cites W2048272530 @default.
• W3111819954 cites W2054296758 @default.
• W3111819954 cites W2058797269 @default.
• W3111819954 cites W2059669857 @default.
• W3111819954 cites W2069274214 @default.
• W3111819954 cites W2072599694 @default.
• W3111819954 cites W2088212217 @default.
• W3111819954 cites W2096974619 @default.
• W3111819954 cites W2099697766 @default.
• W3111819954 cites W2107812530 @default.
• W3111819954 cites W2111941415 @default.
• W3111819954 cites W2113523706 @default.
• W3111819954 cites W2114445730 @default.
• W3111819954 cites W2125568689 @default.
• W3111819954 cites W2138534101 @default.
• W3111819954 cites W2140491322 @default.
• W3111819954 cites W2149941633 @default.
• W3111819954 cites W2172031775 @default.
• W3111819954 cites W2287151480 @default.
• W3111819954 cites W2328216903 @default.
• W3111819954 cites W2528698561 @default.
• W3111819954 cites W2748360765 @default.
• W3111819954 cites W2885570396 @default.
• W3111819954 cites W2904145380 @default.
• W3111819954 cites W2906170143 @default.
• W3111819954 cites W2911905872 @default.
• W3111819954 cites W2916912644 @default.
• W3111819954 cites W2921851212 @default.
• W3111819954 cites W2939962587 @default.
• W3111819954 cites W3002069694 @default.
• W3111819954 cites W3024384278 @default.
• W3111819954 cites W3025226748 @default.
• W3111819954 cites W3033933493 @default.
• W3111819954 cites W316935178 @default.
• W3111819954 cites W4230178573 @default.
• W3111819954 cites W4230955671 @default.
• W3111819954 cites W4230980940 @default.
• W3111819954 doi "https://doi.org/10.1109/tits.2020.3040904" @default.
• W3111819954 hasPublicationYear "2021" @default.
• W3111819954 type Work @default.
• W3111819954 sameAs 3111819954 @default.
• W3111819954 citedByCount "6" @default.
• W3111819954 countsByYear W31118199542021 @default.
• W3111819954 countsByYear W31118199542022 @default.
• W3111819954 countsByYear W31118199542023 @default.
• W3111819954 crossrefType "journal-article" @default.
• W3111819954 hasAuthorship W3111819954A5001424439 @default.
• W3111819954 hasAuthorship W3111819954A5022945701 @default.
• W3111819954 hasAuthorship W3111819954A5029452683 @default.
• W3111819954 hasBestOaLocation W31118199542 @default.
• W3111819954 hasConcept C105776082 @default.
• W3111819954 hasConcept C105795698 @default.
• W3111819954 hasConcept C154945302 @default.
• W3111819954 hasConcept C15744967 @default.
• W3111819954 hasConcept C171686336 @default.
• W3111819954 hasConcept C193035329 @default.
• W3111819954 hasConcept C33923547 @default.
• W3111819954 hasConcept C41008148 @default.
• W3111819954 hasConcept C500882744 @default.
• W3111819954 hasConceptScore W3111819954C105776082 @default.
• W3111819954 hasConceptScore W3111819954C105795698 @default.
• W3111819954 hasConceptScore W3111819954C154945302 @default.
• W3111819954 hasConceptScore W3111819954C15744967 @default.
• W3111819954 hasConceptScore W3111819954C171686336 @default.
• W3111819954 hasConceptScore W3111819954C193035329 @default.
• W3111819954 hasConceptScore W3111819954C33923547 @default.
• W3111819954 hasConceptScore W3111819954C41008148 @default.
• W3111819954 hasConceptScore W3111819954C500882744 @default.
• W3111819954 hasFunder F4320334779 @default.
• W3111819954 hasIssue "4" @default.
• W3111819954 hasLocation W31118199541 @default.
• W3111819954 hasLocation W31118199542 @default.
• W3111819954 hasLocation W31118199543 @default.
• W3111819954 hasOpenAccess W3111819954 @default.
• W3111819954 hasPrimaryLocation W31118199541 @default.
• W3111819954 hasRelatedWork W2207653751 @default.

• next