{"id":"https://openalex.org/W4403913107","doi":"https://doi.org/10.1145/3678957.3685731","title":"Envisioning Futures: How the Modality of AI Recommendations Impacts Conversation Flow in AR-enhanced Dialogue","display_name":"Envisioning Futures: How the Modality of AI Recommendations Impacts Conversation Flow in AR-enhanced Dialogue","publication_year":2024,"publication_date":"2024-10-30","ids":{"openalex":"https://openalex.org/W4403913107","doi":"https://doi.org/10.1145/3678957.3685731"},"language":"en","primary_location":{"id":"doi:10.1145/3678957.3685731","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3678957.3685731","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Multimodel Interaction","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3678957.3685731","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020542993","display_name":"Steeven Villa","orcid":"https://orcid.org/0000-0002-4881-1350"},"institutions":[{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steeven Villa","raw_affiliation_strings":["LMU Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4881-1350","affiliations":[{"raw_affiliation_string":"LMU Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054878725","display_name":"Yannick Wei\u00df","orcid":"https://orcid.org/0000-0003-1125-7963"},"institutions":[{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yannick Weiss","raw_affiliation_strings":["LMU Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1125-7963","affiliations":[{"raw_affiliation_string":"LMU Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107884508","display_name":"M. Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mei Yi Lu","raw_affiliation_strings":["LMU Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0003-6281-2186","affiliations":[{"raw_affiliation_string":"LMU Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093401501","display_name":"Moritz Ziarko","orcid":"https://orcid.org/0009-0000-7250-146X"},"institutions":[{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Moritz Ziarko","raw_affiliation_strings":["LMU Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0000-7250-146X","affiliations":[{"raw_affiliation_string":"LMU Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062196262","display_name":"Albrecht Schmidt","orcid":"https://orcid.org/0000-0003-3890-1990"},"institutions":[{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Albrecht Schmidt","raw_affiliation_strings":["LMU Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3890-1990","affiliations":[{"raw_affiliation_string":"LMU Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019863592","display_name":"Jasmin Niess","orcid":"https://orcid.org/0000-0003-3529-0653"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jasmin Niess","raw_affiliation_strings":["University of Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0003-3529-0653","affiliations":[{"raw_affiliation_string":"University of Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"182","last_page":"193"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10709","display_name":"Social Robot Interaction and HRI","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.919714093208313},{"id":"https://openalex.org/keywords/futures-contract","display_name":"Futures contract","score":0.8843269348144531},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.7422349452972412},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6041608452796936},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.45601749420166016},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2948560118675232},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2798110246658325},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10020312666893005},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.06848260760307312},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06067654490470886}],"concepts":[{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.919714093208313},{"id":"https://openalex.org/C106306483","wikidata":"https://www.wikidata.org/wiki/Q183984","display_name":"Futures contract","level":2,"score":0.8843269348144531},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.7422349452972412},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6041608452796936},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.45601749420166016},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2948560118675232},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2798110246658325},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10020312666893005},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.06848260760307312},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06067654490470886},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3678957.3685731","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3678957.3685731","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Multimodel Interaction","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3678957.3685731","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3678957.3685731","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Multimodel Interaction","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1964630022","https://openalex.org/W1978712102","https://openalex.org/W2032580974","https://openalex.org/W2043655427","https://openalex.org/W2048234043","https://openalex.org/W2059861553","https://openalex.org/W2088894138","https://openalex.org/W2099187270","https://openalex.org/W2142556291","https://openalex.org/W2151905266","https://openalex.org/W2157289187","https://openalex.org/W2275164253","https://openalex.org/W2284937422","https://openalex.org/W2290666592","https://openalex.org/W2292113566","https://openalex.org/W2570265333","https://openalex.org/W2584052957","https://openalex.org/W2606613250","https://openalex.org/W2755309196","https://openalex.org/W2793257307","https://openalex.org/W2893640434","https://openalex.org/W2922206321","https://openalex.org/W2941319285","https://openalex.org/W2954689319","https://openalex.org/W2969564390","https://openalex.org/W3003369003","https://openalex.org/W3111000109","https://openalex.org/W3115984996","https://openalex.org/W3186393076","https://openalex.org/W3193610036","https://openalex.org/W3199078795","https://openalex.org/W4200195738","https://openalex.org/W4221011665","https://openalex.org/W4224105048","https://openalex.org/W4224982849","https://openalex.org/W4225124540","https://openalex.org/W4245990317","https://openalex.org/W4296230867","https://openalex.org/W4297996450","https://openalex.org/W4301698663","https://openalex.org/W4307136941","https://openalex.org/W4312591025","https://openalex.org/W4321013654","https://openalex.org/W4366547435","https://openalex.org/W4366548802","https://openalex.org/W4366825094","https://openalex.org/W4387087040","https://openalex.org/W4387321401","https://openalex.org/W4387446572","https://openalex.org/W4396833108","https://openalex.org/W6691227101"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1968552888","https://openalex.org/W2374116601","https://openalex.org/W3093134843","https://openalex.org/W1511346092","https://openalex.org/W1527532029","https://openalex.org/W2378167147","https://openalex.org/W3210777354"],"abstract_inverted_index":{"The":[0],"use":[1,14,56],"of":[2,15,57,73],"AI":[3,33],"is":[4,35],"becoming":[5],"more":[6],"common":[7],"among":[8],"the":[9,13,29,46,55,71],"population":[10],"every":[11],"day;":[12],"generative":[16],"AI,":[17],"such":[18,74],"as":[19],"LLMs,":[20],"empowers":[21],"individuals":[22,49],"by":[23],"supporting":[24],"daily":[25,62],"life":[26],"tasks.":[27],"Yet,":[28],"user":[30],"interaction":[31],"with":[32],"models":[34],"mostly":[36],"constrained":[37],"to":[38,53],"chatbot":[39],"interactions.":[40],"However,":[41],"we":[42,69],"envision":[43],"that":[44],"in":[45],"near":[47],"future,":[48],"will":[50],"be":[51],"able":[52],"integrate":[54],"these":[58],"technologies":[59],"into":[60],"their":[61,66],"activities":[63],"without":[64],"refocusing":[65],"attention.":[67],"Consequently,":[68],"explores":[70],"impact":[72],"integration":[75],"on":[76],"individuals\u2019":[77],"conversations.":[78]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}