{"id":"https://openalex.org/W2955002325","doi":"https://doi.org/10.1145/3320435.3320475","title":"Modeling Behavior Patterns with an Unfamiliar Voice User Interface","display_name":"Modeling Behavior Patterns with an Unfamiliar Voice User Interface","publication_year":2019,"publication_date":"2019-06-07","ids":{"openalex":"https://openalex.org/W2955002325","doi":"https://doi.org/10.1145/3320435.3320475","mag":"2955002325"},"language":"en","primary_location":{"id":"doi:10.1145/3320435.3320475","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3320435.3320475","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002244775","display_name":"Chelsea M. Myers","orcid":null},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chelsea M. Myers","raw_affiliation_strings":["Drexel University, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Drexel University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007960972","display_name":"David Grethlein","orcid":"https://orcid.org/0000-0002-0395-9300"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Grethlein","raw_affiliation_strings":["Drexel University, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Drexel University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048311343","display_name":"Anushay Furqan","orcid":null},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anushay Furqan","raw_affiliation_strings":["Drexel University, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Drexel University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038686010","display_name":"Santiago Onta\u00f1\u00f3n","orcid":"https://orcid.org/0000-0002-9616-2981"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Santiago Onta\u00f1\u00f3n","raw_affiliation_strings":["Drexel University, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Drexel University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086741338","display_name":"Jichen Zhu","orcid":"https://orcid.org/0000-0001-6740-4550"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jichen Zhu","raw_affiliation_strings":["Drexel University, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Drexel University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I72816309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002244775"],"corresponding_institution_ids":["https://openalex.org/I72816309"],"apc_list":null,"apc_paid":null,"fwci":0.42,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.70417294,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"45","issue":null,"first_page":"196","last_page":"200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9965000152587891,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9948999881744385,"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/computer-science","display_name":"Computer science","score":0.7727876305580139},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.733124315738678},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.6356883645057678},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6178134679794312},{"id":"https://openalex.org/keywords/user-interface-design","display_name":"User interface design","score":0.5706610679626465},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.5263285040855408},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.4879138171672821},{"id":"https://openalex.org/keywords/behavioral-pattern","display_name":"Behavioral pattern","score":0.4342883825302124},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4225541949272156},{"id":"https://openalex.org/keywords/usage-data","display_name":"Usage data","score":0.4125213623046875},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.3566376566886902},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2512310743331909},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21110960841178894}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7727876305580139},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.733124315738678},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.6356883645057678},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6178134679794312},{"id":"https://openalex.org/C149229913","wikidata":"https://www.wikidata.org/wiki/Q135707","display_name":"User interface design","level":3,"score":0.5706610679626465},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.5263285040855408},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.4879138171672821},{"id":"https://openalex.org/C83804111","wikidata":"https://www.wikidata.org/wiki/Q1063558","display_name":"Behavioral pattern","level":2,"score":0.4342883825302124},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4225541949272156},{"id":"https://openalex.org/C2781353284","wikidata":"https://www.wikidata.org/wiki/Q7901676","display_name":"Usage data","level":2,"score":0.4125213623046875},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.3566376566886902},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2512310743331909},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21110960841178894},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3320435.3320475","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3320435.3320475","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6100000143051147,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W78993852","https://openalex.org/W1220111186","https://openalex.org/W2017407689","https://openalex.org/W2033842033","https://openalex.org/W2056353316","https://openalex.org/W2124063543","https://openalex.org/W2146772569","https://openalex.org/W2150593711","https://openalex.org/W2157134106","https://openalex.org/W2161868670","https://openalex.org/W2189217339","https://openalex.org/W2189625117","https://openalex.org/W2405187948","https://openalex.org/W2514025902","https://openalex.org/W2516665493","https://openalex.org/W2575917280","https://openalex.org/W2611429746","https://openalex.org/W2751379218","https://openalex.org/W2767554955","https://openalex.org/W2795679027","https://openalex.org/W2795763124","https://openalex.org/W2886362482","https://openalex.org/W2890735031","https://openalex.org/W2942177402","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3200149316","https://openalex.org/W4394789918","https://openalex.org/W2893969762","https://openalex.org/W4375935421","https://openalex.org/W3048212026","https://openalex.org/W2471180092","https://openalex.org/W4316810125","https://openalex.org/W145924344","https://openalex.org/W2786397983","https://openalex.org/W317925544"],"abstract_inverted_index":{"Voice":[0],"User":[1],"Interfaces":[2],"(VUIs)":[3],"are":[4],"becoming":[5],"increasingly":[6],"popular.":[7],"However,":[8],"how":[9],"VUIs":[10],"can":[11,53],"adapt":[12],"to":[13,80,87],"user":[14,25,43,51],"differences":[15],"remains":[16],"insufficiently":[17],"understood.":[18],"We":[19,49,90],"analyze":[20],"usage":[21],"data":[22],"from":[23],"a":[24],"study":[26],"(n=50)":[27],"where":[28],"participants":[29],"interacted":[30],"with":[31,63],"an":[32,77],"unfamiliar":[33],"VUI.":[34],"Through":[35],"automated":[36],"clustering":[37],"and":[38,66,83],"statistical":[39],"analysis,":[40],"we":[41],"present":[42],"models":[44],"of":[45],"their":[46],"behavior":[47,52,97],"patterns.":[48],"found":[50],"be":[54],"grouped":[55],"into":[56],"three":[57],"clusters:":[58],"people":[59,74,84],"who":[60,75,85],"become":[61],"proficient":[62,69],"the":[64],"system":[65],"typically":[67],"stay":[68],"while":[70],"completing":[71,81],"different":[72],"tasks,":[73,82],"exhibit":[76],"exploratory":[78],"approach":[79],"struggled":[86],"complete":[88],"tasks.":[89],"discuss":[91],"design":[92],"implications":[93],"based":[94],"on":[95],"these":[96],"clusters.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
