{"id":"https://openalex.org/W7134843975","doi":"https://doi.org/10.1145/3757279.3785623","title":"Beyond Information Amount: Rethinking Transparency through Active Reasoning Demand","display_name":"Beyond Information Amount: Rethinking Transparency through Active Reasoning Demand","publication_year":2026,"publication_date":"2026-03-10","ids":{"openalex":"https://openalex.org/W7134843975","doi":"https://doi.org/10.1145/3757279.3785623"},"language":null,"primary_location":{"id":"doi:10.1145/3757279.3785623","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3757279.3785623","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM/IEEE International Conference on Human-Robot Interaction","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/A5075244011","display_name":"X Zhang","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":true,"raw_author_name":"Xuedong Zhang","raw_affiliation_strings":["LMU Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0002-6361-1717","affiliations":[{"raw_affiliation_string":"LMU Munich, Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yilu Ye","orcid":"https://orcid.org/0009-0003-4996-5620"},"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":"Yilu Ye","raw_affiliation_strings":["LMU Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0003-4996-5620","affiliations":[{"raw_affiliation_string":"LMU Munich, Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443245","display_name":"Yong Ma","orcid":"https://orcid.org/0000-0002-8398-4118"},"institutions":[{"id":"https://openalex.org/I4432739","display_name":"University of Bergen","ror":"https://ror.org/03zga2b32","country_code":"NO","type":"education","lineage":["https://openalex.org/I4432739"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Yong Ma","raw_affiliation_strings":["University of Bergen, Bergen, Norway"],"raw_orcid":"https://orcid.org/0000-0002-8398-4118","affiliations":[{"raw_affiliation_string":"University of Bergen, Bergen, Norway","institution_ids":["https://openalex.org/I4432739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020524659","display_name":"Zelun Tony Zhang","orcid":"https://orcid.org/0000-0002-4544-7389"},"institutions":[{"id":"https://openalex.org/I4403386549","display_name":"Munich Center for Machine Learning","ror":"https://ror.org/02nfy3535","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386549","https://openalex.org/I62916508","https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zelun Tony Zhang","raw_affiliation_strings":["Munich Center for Machine Learning, Munich, Germany","TU Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4544-7389","affiliations":[{"raw_affiliation_string":"Munich Center for Machine Learning, Munich, Germany","institution_ids":["https://openalex.org/I4403386549"]},{"raw_affiliation_string":"TU Munich, Munich, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063555642","display_name":"Andreas Butz","orcid":"https://orcid.org/0000-0002-9007-9888"},"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":"Andreas Butz","raw_affiliation_strings":["LMU Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9007-9888","affiliations":[{"raw_affiliation_string":"LMU Munich, Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075244011"],"corresponding_institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41626794,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"534","last_page":"543"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.06920000165700912,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.06920000165700912,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11883","display_name":"Embodied and Extended Cognition","score":0.0568000003695488,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11477","display_name":"Epistemology, Ethics, and Metaphysics","score":0.0494999997317791,"subfield":{"id":"https://openalex.org/subfields/1211","display_name":"Philosophy"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6172000169754028},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.2930999994277954},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.29249998927116394},{"id":"https://openalex.org/keywords/payment","display_name":"Payment","score":0.2842000126838684},{"id":"https://openalex.org/keywords/motivated-reasoning","display_name":"Motivated reasoning","score":0.2838999927043915}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6172000169754028},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4113999903202057},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39010000228881836},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.38190001249313354},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.31049999594688416},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.2930999994277954},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.2842000126838684},{"id":"https://openalex.org/C2776325391","wikidata":"https://www.wikidata.org/wiki/Q6917865","display_name":"Motivated reasoning","level":3,"score":0.2838999927043915},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2815999984741211},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.257999986410141},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2567000091075897},{"id":"https://openalex.org/C113336015","wikidata":"https://www.wikidata.org/wiki/Q574010","display_name":"Complete information","level":2,"score":0.2563000023365021}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3757279.3785623","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3757279.3785623","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM/IEEE International Conference on Human-Robot Interaction","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1980093237","https://openalex.org/W1990739475","https://openalex.org/W1994927678","https://openalex.org/W2016030371","https://openalex.org/W2084895013","https://openalex.org/W2098591460","https://openalex.org/W2100922849","https://openalex.org/W2107615426","https://openalex.org/W2122053125","https://openalex.org/W2157289187","https://openalex.org/W2160269795","https://openalex.org/W2165031063","https://openalex.org/W2321972046","https://openalex.org/W2407300725","https://openalex.org/W2519430025","https://openalex.org/W2593408942","https://openalex.org/W2594340505","https://openalex.org/W2608389450","https://openalex.org/W2724918885","https://openalex.org/W2794452420","https://openalex.org/W2886960137","https://openalex.org/W2898461817","https://openalex.org/W2999914451","https://openalex.org/W3004549631","https://openalex.org/W3026623972","https://openalex.org/W3132140667","https://openalex.org/W3133707183","https://openalex.org/W3159250634","https://openalex.org/W3163994696","https://openalex.org/W3183109154","https://openalex.org/W3201429749","https://openalex.org/W4220961556","https://openalex.org/W4239816899","https://openalex.org/W4248056173","https://openalex.org/W4289123308","https://openalex.org/W4322503739","https://openalex.org/W4396832364","https://openalex.org/W4402951200","https://openalex.org/W4403890602","https://openalex.org/W4404003311","https://openalex.org/W4404853721","https://openalex.org/W4410296869","https://openalex.org/W4410297301"],"related_works":[],"abstract_inverted_index":{"Transparency":[0],"of":[1,76,97,122],"a":[2,47,84,91,110],"robot's":[3,124],"actions":[4,125],"and":[5,140],"intentions":[6],"is":[7],"important":[8],"for":[9,15,147],"trustful":[10],"human-robot":[11],"collaboration.":[12],"Current":[13],"approaches":[14],"creating":[16,148],"transparency":[17],"through":[18,115],"explanations":[19,146],"mostly":[20],"follow":[21],"the":[22,119,123,134],"approach":[23,139],"\"more":[24,136],"information":[25],"creates":[26],"more":[27,144],"transparency\",":[28],"assuming":[29],"cognitive":[30],"load":[31],"remains":[32],"manageable.":[33],"However,":[34],"this":[35,60],"ignores":[36],"human":[37],"active":[38,77],"reasoning,":[39],"which":[40],"can,":[41],"if":[42],"not":[43],"too":[44],"demanding,":[45],"create":[46],"better":[48],"understanding":[49,121],"from":[50],"less":[51],"information,":[52],"as":[53],"found":[54,108],"in":[55],"education":[56],"literature.":[57],"To":[58],"explore":[59],"self-explanation":[61],"effect,":[62],"we":[63],"compared":[64,126],"three":[65],"explanation":[66,105],"structures":[67],"(fully-specified,":[68],"under-specified,":[69],"no":[70,130],"explanation)":[71],"that":[72,109],"induced":[73],"different":[74],"levels":[75],"reasoning":[78,112],"demand":[79],"(low,":[80],"medium,":[81],"high).":[82],"In":[83],"controlled":[85],"laboratory":[86],"study,":[87],"36":[88],"participants":[89],"observed":[90],"robot":[92],"completing":[93],"rule-based":[94],"classification":[95],"tasks":[96],"varying":[98],"difficulty":[99],"(easy,":[100],"moderate,":[101],"hard)":[102],"across":[103],"all":[104],"conditions.":[106],"We":[107],"moderate":[111],"demand,":[113],"elicited":[114],"under-specified":[116],"explanations,":[117],"produced":[118],"best":[120],"to":[127],"full":[128],"or":[129],"explanations.":[131],"This":[132],"challenges":[133],"current":[135],"helps":[137],"more\"":[138],"may":[141],"help":[142],"design":[143],"effective":[145],"transparency.":[149]},"counts_by_year":[],"updated_date":"2026-03-12T06:13:28.667946","created_date":"2026-03-11T00:00:00"}
