{"id":"https://openalex.org/W2562027261","doi":"https://doi.org/10.1145/3014432","title":"Introduction to the Special Issue on Human Interaction with Artificial Advice Givers","display_name":"Introduction to the Special Issue on Human Interaction with Artificial Advice Givers","publication_year":2016,"publication_date":"2016-12-26","ids":{"openalex":"https://openalex.org/W2562027261","doi":"https://doi.org/10.1145/3014432","mag":"2562027261"},"language":"en","primary_location":{"id":"doi:10.1145/3014432","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3014432","pdf_url":null,"source":{"id":"https://openalex.org/S4210173818","display_name":"ACM Transactions on Interactive Intelligent Systems","issn_l":"2160-6455","issn":["2160-6455","2160-6463"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Interactive Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/3346543","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102711776","display_name":"Nava Tintarev","orcid":"https://orcid.org/0000-0002-5007-5161"},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Nava Tintarev","raw_affiliation_strings":["Bournemouth University"],"affiliations":[{"raw_affiliation_string":"Bournemouth University","institution_ids":["https://openalex.org/I9300472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060455398","display_name":"John O\u2019Donovan","orcid":null},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John O'donovan","raw_affiliation_strings":["University of California Santa Barbara, CA"],"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara, CA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033783997","display_name":"Alexander Felfernig","orcid":"https://orcid.org/0000-0003-0108-3146"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Alexander Felfernig","raw_affiliation_strings":["Graz University of Technology, Inffeldgasse, Graz"],"affiliations":[{"raw_affiliation_string":"Graz University of Technology, Inffeldgasse, Graz","institution_ids":["https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102711776"],"corresponding_institution_ids":["https://openalex.org/I9300472"],"apc_list":null,"apc_paid":null,"fwci":2.2218,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.91294604,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":"4","first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9919999837875366,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9919999837875366,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.9812999963760376,"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/advice","display_name":"Advice (programming)","score":0.811028778553009},{"id":"https://openalex.org/keywords/argumentation-theory","display_name":"Argumentation theory","score":0.7874265909194946},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6957851648330688},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6235613226890564},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.54283607006073},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4425642788410187},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4314340054988861},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4289740324020386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3917088210582733},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3381800055503845},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2573586106300354}],"concepts":[{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.811028778553009},{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.7874265909194946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6957851648330688},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6235613226890564},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.54283607006073},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4425642788410187},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4314340054988861},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4289740324020386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3917088210582733},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3381800055503845},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2573586106300354},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3014432","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3014432","pdf_url":null,"source":{"id":"https://openalex.org/S4210173818","display_name":"ACM Transactions on Interactive Intelligent Systems","issn_l":"2160-6455","issn":["2160-6455","2160-6463"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Interactive Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:zenodo.org:3346543","is_oa":true,"landing_page_url":"https://zenodo.org/record/3346543","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:3346543","is_oa":true,"landing_page_url":"https://zenodo.org/record/3346543","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"score":0.75,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310430","display_name":"TU Graz, Internationale Beziehungen und Mobilit\u00e4tsprogramme","ror":"https://ror.org/00d7xrm67"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W108283881","https://openalex.org/W160318044","https://openalex.org/W615621364","https://openalex.org/W825923863","https://openalex.org/W1523432221","https://openalex.org/W1525078037","https://openalex.org/W1549872659","https://openalex.org/W1570448133","https://openalex.org/W1579090648","https://openalex.org/W1594917386","https://openalex.org/W1644672739","https://openalex.org/W1686065478","https://openalex.org/W1841352775","https://openalex.org/W1966279822","https://openalex.org/W1985354288","https://openalex.org/W1997136459","https://openalex.org/W2003066662","https://openalex.org/W2009233101","https://openalex.org/W2012724889","https://openalex.org/W2025231008","https://openalex.org/W2044767410","https://openalex.org/W2049988107","https://openalex.org/W2053075547","https://openalex.org/W2069176561","https://openalex.org/W2071466878","https://openalex.org/W2075834747","https://openalex.org/W2111275322","https://openalex.org/W2116578632","https://openalex.org/W2134584261","https://openalex.org/W2136058926","https://openalex.org/W2136208491","https://openalex.org/W2137010928","https://openalex.org/W2148962857","https://openalex.org/W2150225696","https://openalex.org/W2156897926","https://openalex.org/W2171278097","https://openalex.org/W2223821166","https://openalex.org/W2257979135","https://openalex.org/W2260400169","https://openalex.org/W2397527369","https://openalex.org/W2405997963","https://openalex.org/W2420172618","https://openalex.org/W2493343568","https://openalex.org/W2536214525","https://openalex.org/W2551095554","https://openalex.org/W2551929891","https://openalex.org/W2554071492","https://openalex.org/W2555066320","https://openalex.org/W2555080041","https://openalex.org/W2559772828","https://openalex.org/W2602753196","https://openalex.org/W2752099845","https://openalex.org/W2908054697","https://openalex.org/W4230725350","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4256185029","https://openalex.org/W2141332034","https://openalex.org/W2337488240","https://openalex.org/W2762454042","https://openalex.org/W4388437769","https://openalex.org/W2064153856","https://openalex.org/W52290235","https://openalex.org/W3007362904","https://openalex.org/W1598849238","https://openalex.org/W756293569"],"abstract_inverted_index":{"Many":[0],"interactive":[1],"systems":[2,31,38],"in":[3,32,42,62,122],"today\u2019s":[4],"world":[5],"can":[6,95],"be":[7],"viewed":[8],"as":[9],"providing":[10],"advice":[11,48],"to":[12,134],"their":[13,59],"users.":[14],"Commercial":[15],"examples":[16],"include":[17],"recommender":[18],"systems,":[19,22],"satellite":[20],"navigation":[21],"intelligent":[23],"personal":[24],"assistants":[25],"on":[26],"smartphones,":[27],"and":[28,45,54,78,93,97,103,143,161,163,171],"automated":[29],"checkout":[30],"supermarkets.":[33],"We":[34],"will":[35],"call":[36],"these":[37],"that":[39],"support":[40],"people":[41],"making":[43],"choices":[44],"decisions":[46],"artificial":[47,77],"givers":[49],"(AAGs)":[50],":":[51],"They":[52],"propose":[53],"evaluate":[55],"options":[56],"while":[57],"involving":[58],"human":[60,79,132],"users":[61],"the":[63,70,74,83,99,106,120,123,147],"decision-making":[64],"process.":[65],"This":[66],"special":[67,124],"issue":[68,125],"addresses":[69],"challenge":[71],"of":[72,85,89,105,111,114,146],"improving":[73],"interaction":[75,154],"between":[76],"agents.":[80],"It":[81],"answers":[82],"question":[84],"how":[86],"an":[87],"agent":[88,108],"each":[90],"type":[91],"(human":[92],"artificial)":[94],"influence":[96],"understand":[98],"reasoning,":[100],"working":[101],"models,":[102],"conclusions":[104],"other":[107],"by":[109],"means":[110],"novel":[112],"forms":[113],"interaction.":[115],"To":[116],"address":[117],"this":[118],"challenge,":[119],"articles":[121],"are":[126],"organized":[127],"around":[128],"three":[129],"themes:":[130],"(a)":[131],"factors":[133],"consider":[135],"when":[136],"designing":[137],"interactions":[138],"with":[139,155],"AAGs":[140,156,168],"(e.g.,":[141,157],"over-":[142],"under-reliance,":[144],"overestimation":[145],"system\u2019s":[148],"capabilities),":[149],"(b)":[150],"methods":[151],"for":[152,166,173],"supporting":[153],"natural":[158],"language,":[159],"visualization,":[160],"argumentation),":[162],"(c)":[164],"considerations":[165],"evaluating":[167],"(both":[169],"criteria":[170],"methodology":[172],"applying":[174],"them).":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
