{"id":"https://openalex.org/W7165038340","doi":"https://doi.org/10.48550/arxiv.2606.17453","title":"MapSatisfyBench: Benchmarking Satisfaction-Aware Map Agents through Behavior-Grounded Implicit Decision Factors","display_name":"MapSatisfyBench: Benchmarking Satisfaction-Aware Map Agents through Behavior-Grounded Implicit Decision Factors","publication_year":2026,"publication_date":"2026-06-16","ids":{"openalex":"https://openalex.org/W7165038340","doi":"https://doi.org/10.48550/arxiv.2606.17453"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.17453","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.17453","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.17453","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010733291","display_name":"Lubin Bai","orcid":"https://orcid.org/0000-0002-8300-5493"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bai, Lubin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102512860","display_name":"Mengyu Cao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cao, Mengyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127792440","display_name":"Sixue Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Sixue","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138770573","display_name":"Zhongwei Wan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wan, Zhongwei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138771069","display_name":"Yue Pan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pan, Yue","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101225923","display_name":"Jiale Hou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hou, Jiale","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138797077","display_name":"Xiang Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Xiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5138802872","display_name":"Xiuyuan Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Xiuyuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11904","display_name":"Spatial Cognition and Navigation","score":0.24650000035762787,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11904","display_name":"Spatial Cognition and Navigation","score":0.24650000035762787,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.09849999845027924,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.08550000190734863,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/task","display_name":"Task (project management)","score":0.6779999732971191},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6664999723434448},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.6438999772071838},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5349000096321106},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.4165000021457672},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4047999978065491},{"id":"https://openalex.org/keywords/information-needs","display_name":"Information needs","score":0.3513000011444092}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7753000259399414},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6779999732971191},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6664999723434448},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.6438999772071838},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5349000096321106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43290001153945923},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.4165000021457672},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41110000014305115},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41029998660087585},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4047999978065491},{"id":"https://openalex.org/C78999398","wikidata":"https://www.wikidata.org/wiki/Q2899888","display_name":"Information needs","level":2,"score":0.3513000011444092},{"id":"https://openalex.org/C59594135","wikidata":"https://www.wikidata.org/wiki/Q5249242","display_name":"Decision model","level":2,"score":0.32899999618530273},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.30959999561309814},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.28700000047683716},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2831999957561493},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C143267671","wikidata":"https://www.wikidata.org/wiki/Q7901856","display_name":"User requirements document","level":2,"score":0.2815000116825104},{"id":"https://openalex.org/C28901747","wikidata":"https://www.wikidata.org/wiki/Q177571","display_name":"Decision theory","level":2,"score":0.2637999951839447}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.17453","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.17453","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.17453","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.17453","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"score":0.7555015087127686,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Large":[0],"language":[1],"model":[2],"agents":[3,207],"are":[4,13,42,94],"increasingly":[5],"integrated":[6],"into":[7,140],"map":[8,11,201],"services.":[9],"Since":[10],"services":[12],"embedded":[14],"in":[15,30,61,218],"everyday-life":[16],"scenarios":[17],"rather":[18],"than":[19],"professional":[20],"task":[21,213,244],"settings,":[22],"users":[23],"often":[24],"express":[25],"their":[26],"needs":[27,159],"informally,":[28],"resulting":[29],"underspecified":[31],"queries":[32],"with":[33],"many":[34],"unspoken":[35],"needs,":[36],"namely,":[37],"implicit":[38,91,164,220],"decision":[39,92,165,221,249],"factors":[40,73,93,139,222],"that":[41,136,155,205],"critical":[43],"for":[44,96,229,239],"user":[45,59,106,122,158,186],"satisfaction.":[46],"Although":[47],"clarification":[48],"is":[49,82,87,100],"an":[50],"effective":[51],"way":[52],"to":[53,88,115],"mitigate":[54],"this":[55,80,177],"issue,":[56],"it":[57,104,119],"increases":[58],"burden":[60],"daily":[62],"interaction,":[63],"and":[64,108,142,167,188,195,223],"a":[65,129,134,152,237],"capable":[66],"agent":[67,117],"should":[68],"first":[69,85],"proactively":[70,224],"recover":[71],"such":[72],"from":[74,112,160,182,192,243],"available":[75,114],"information":[76,113],"sources.":[77],"However,":[78],"evaluating":[79],"ability":[81],"challenging.":[83],"The":[84],"challenge":[86],"determine":[89],"which":[90],"suitable":[95],"evaluation.":[97],"A":[98],"factor":[99],"evaluable":[101],"only":[102,169],"if":[103],"affects":[105],"acceptance":[107],"can":[109],"be":[110,125],"recovered":[111],"the":[116,226],"before":[118],"responds.":[120],"Second,":[121],"satisfaction":[123],"cannot":[124],"reliably":[126],"represented":[127],"by":[128,172],"single":[130],"reference":[131],"answer,":[132],"requiring":[133],"benchmark":[135,238],"converts":[137],"satisfaction-relevant":[138],"objective":[141],"quantifiable":[143],"evaluation":[144,198,242],"targets.":[145],"To":[146],"address":[147],"these":[148],"challenges,":[149],"we":[150,179],"propose":[151],"restore-identify-filter":[153],"framework":[154],"reconstructs":[156],"complete":[157],"behavior-chain":[161],"evidence,":[162],"identifies":[163],"factors,":[166],"retains":[168],"those":[170],"supported":[171],"pre-query":[173],"evidence.":[174],"Building":[175],"on":[176,211],"methodology,":[178],"construct":[180],"MapSatisfyBench":[181,235],"large-scale,":[183],"real-world":[184],"anonymized":[185],"data":[187],"annotate":[189],"ground":[190],"truth":[191],"five":[193],"dimensions":[194],"enables":[196],"full-chain":[197],"of":[199],"satisfaction-aware":[200,230,247],"agents.":[202],"Experiments":[203],"show":[204],"current":[206],"generally":[208],"perform":[209],"well":[210],"explicit":[212],"completion,":[214],"but":[215],"remain":[216],"limited":[217],"satisfying":[219],"acquiring":[225],"evidence":[227],"needed":[228],"decisions.":[231],"These":[232],"findings":[233],"establish":[234],"as":[236],"shifting":[240],"map-agent":[241],"completion":[245],"toward":[246],"spatial":[248],"making.":[250]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-18T00:00:00"}
