A computational literature analysis of conversational AI research with a focus on the coaching domain

dc.contributor.authorPande, Charuta
dc.contributor.authorFill, Hans-Georg
dc.contributor.authorHinkelmann, Knut
dc.contributor.editorHinkelmann, Knut
dc.contributor.editorGerber, Aurona
dc.date.accessioned2024-04-16T09:51:41Z
dc.date.available2024-04-16T09:51:41Z
dc.date.issued2022
dc.description.abstractWe conduct a computational analysis of the literature on Conversational AI. We identify the trend based on all publications until the year 2020. We then concentrate on the publications for the last five years between 2016 and 2020 to find out the top ten venues and top three journals where research on Conversational AI has been published. Further, using the Latent Dirichlet Allocation (LDA) topic modeling technique, we discover nine important topics discussed in Conversational AI literature and specifically two topics related to the area of coaching. Finally, we detect the key authors who have contributed significantly to Conversational AI research and area(s) related to coaching. We determine the key authors' areas of expertise and how the knowledge is distributed across different regions. Our findings show an increasing trend and thus, an interest in Conversational AI research, predominantly from the authors in Europe.
dc.event2nd Society 5.0 Conference 2022
dc.event.end2022-06-22
dc.event.start2022-06-20
dc.identifier.doihttps://doi.org/10.29007/lh9r
dc.identifier.urihttps://irf.fhnw.ch/handle/11654/43330
dc.identifier.urihttps://doi.org/10.26041/fhnw-7295
dc.language.isoen
dc.relation.ispartofProceedings of the Society 5.0 Conference 2022 - Integrating digital world and real world to resolve challenges in business and society
dc.relation.ispartofseriesEPiC series in computing
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.spatialBrugg-Windisch
dc.subject.ddc330 - Wirtschaft
dc.titleA computational literature analysis of conversational AI research with a focus on the coaching domain
dc.type04B - Beitrag Konferenzschrift
dspace.entity.typePublication
fhnw.InventedHereYes
fhnw.ReviewTypeAnonymous ex ante peer review of a complete publication
fhnw.affiliation.hochschuleHochschule für Wirtschaftde_CH
fhnw.affiliation.institutInstitut für Wirtschaftsinformatikde_CH
fhnw.openAccessCategoryGold
fhnw.pagination100-116
fhnw.publicationStatePublished
fhnw.seriesNumber84
relation.isAuthorOfPublication6fa75258-21bd-4090-98cb-b2217a6f234d
relation.isAuthorOfPublication6898bec4-c71c-491e-b5f8-2b1cba9cfa00
relation.isAuthorOfPublication.latestForDiscovery6fa75258-21bd-4090-98cb-b2217a6f234d
relation.isEditorOfPublication6898bec4-c71c-491e-b5f8-2b1cba9cfa00
relation.isEditorOfPublication.latestForDiscovery6898bec4-c71c-491e-b5f8-2b1cba9cfa00
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