{"id":"https://openalex.org/W4396833668","doi":"https://doi.org/10.1145/3613904.3641969","title":"Marco: Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models","display_name":"Marco: Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models","publication_year":2024,"publication_date":"2024-05-11","ids":{"openalex":"https://openalex.org/W4396833668","doi":"https://doi.org/10.1145/3613904.3641969"},"language":"en","primary_location":{"id":"doi:10.1145/3613904.3641969","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3641969","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3641969","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3641969","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066433489","display_name":"Raymond Fok","orcid":"https://orcid.org/0000-0002-0612-5782"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raymond Fok","raw_affiliation_strings":["Paul G. Allen School of Computer Science &amp; Engineering, University of Washington, United States"],"raw_orcid":"https://orcid.org/0000-0002-0612-5782","affiliations":[{"raw_affiliation_string":"Paul G. Allen School of Computer Science &amp; Engineering, University of Washington, United States","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016933602","display_name":"Nedim Lipka","orcid":"https://orcid.org/0000-0002-3779-7784"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nedim Lipka","raw_affiliation_strings":["Adobe Research, United States"],"raw_orcid":"https://orcid.org/0000-0002-3779-7784","affiliations":[{"raw_affiliation_string":"Adobe Research, United States","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000335826","display_name":"Tong Sun","orcid":"https://orcid.org/0000-0003-4836-0737"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tong Sun","raw_affiliation_strings":["Adobe Research, United States"],"raw_orcid":"https://orcid.org/0000-0003-4836-0737","affiliations":[{"raw_affiliation_string":"Adobe Research, United States","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026711201","display_name":"Alexa Siu","orcid":"https://orcid.org/0000-0002-4879-1476"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexa F Siu","raw_affiliation_strings":["Adobe Research, United States"],"raw_orcid":"https://orcid.org/0000-0002-4879-1476","affiliations":[{"raw_affiliation_string":"Adobe Research, United States","institution_ids":["https://openalex.org/I1306409833"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.2406,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.99248569,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T11719","display_name":"Data Quality and Management","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T12607","display_name":"Personal Information Management and User Behavior","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sensemaking","display_name":"Sensemaking","score":0.8539986610412598},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7905318737030029},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7539713382720947},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6543664932250977},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5116772651672363},{"id":"https://openalex.org/keywords/workspace","display_name":"Workspace","score":0.4577890634536743},{"id":"https://openalex.org/keywords/pluralistic-walkthrough","display_name":"Pluralistic walkthrough","score":0.4576169550418854},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4392551779747009},{"id":"https://openalex.org/keywords/structuring","display_name":"Structuring","score":0.4372391104698181},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3911445140838623},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3856715261936188},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.30647194385528564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1687624752521515},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1141408383846283}],"concepts":[{"id":"https://openalex.org/C2780554381","wikidata":"https://www.wikidata.org/wiki/Q2063340","display_name":"Sensemaking","level":2,"score":0.8539986610412598},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7905318737030029},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7539713382720947},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6543664932250977},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5116772651672363},{"id":"https://openalex.org/C58581272","wikidata":"https://www.wikidata.org/wiki/Q12741163","display_name":"Workspace","level":3,"score":0.4577890634536743},{"id":"https://openalex.org/C188688815","wikidata":"https://www.wikidata.org/wiki/Q7205541","display_name":"Pluralistic walkthrough","level":3,"score":0.4576169550418854},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4392551779747009},{"id":"https://openalex.org/C2775945657","wikidata":"https://www.wikidata.org/wiki/Q381442","display_name":"Structuring","level":2,"score":0.4372391104698181},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3911445140838623},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3856715261936188},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.30647194385528564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1687624752521515},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1141408383846283},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3613904.3641969","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3641969","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3641969","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3613904.3641969","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3641969","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3641969","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396833668.pdf"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W19399978","https://openalex.org/W1830719945","https://openalex.org/W1951008065","https://openalex.org/W1951724000","https://openalex.org/W1994053659","https://openalex.org/W2028770149","https://openalex.org/W2030412583","https://openalex.org/W2040090977","https://openalex.org/W2059216172","https://openalex.org/W2073390485","https://openalex.org/W2075154727","https://openalex.org/W2098627528","https://openalex.org/W2130334143","https://openalex.org/W2135880665","https://openalex.org/W2138199375","https://openalex.org/W2480294485","https://openalex.org/W2537595510","https://openalex.org/W2593222764","https://openalex.org/W2789669965","https://openalex.org/W2795548035","https://openalex.org/W2896967904","https://openalex.org/W2916904544","https://openalex.org/W2918080118","https://openalex.org/W2918497321","https://openalex.org/W2942073295","https://openalex.org/W2942974580","https://openalex.org/W2980877729","https://openalex.org/W3003486610","https://openalex.org/W3030637800","https://openalex.org/W3041537557","https://openalex.org/W3094035418","https://openalex.org/W3105899904","https://openalex.org/W3135074420","https://openalex.org/W3158839228","https://openalex.org/W4213257129","https://openalex.org/W4220955183","https://openalex.org/W4225004658","https://openalex.org/W4225163156","https://openalex.org/W4226057248","https://openalex.org/W4237200265","https://openalex.org/W4239019441","https://openalex.org/W4241122026","https://openalex.org/W4280619408","https://openalex.org/W4288076021","https://openalex.org/W4289550786","https://openalex.org/W4294405437","https://openalex.org/W4301666938","https://openalex.org/W4309674289","https://openalex.org/W4318069287","https://openalex.org/W4321012052","https://openalex.org/W4366003147","https://openalex.org/W4377371585","https://openalex.org/W4385438855","https://openalex.org/W4385682544","https://openalex.org/W4385889990","https://openalex.org/W4386827556","https://openalex.org/W4392669753","https://openalex.org/W6600808634"],"related_works":["https://openalex.org/W3002559787","https://openalex.org/W2100609754","https://openalex.org/W2050640900","https://openalex.org/W2049050102","https://openalex.org/W2596767525","https://openalex.org/W1886987011","https://openalex.org/W2795557596","https://openalex.org/W3045759591","https://openalex.org/W2331546953","https://openalex.org/W2593525019"],"abstract_inverted_index":{"Knowledge":[0],"workers":[1],"often":[2],"need":[3],"to":[4,14,78,92],"extract":[5],"and":[6,41,46,73,82,99,131],"analyze":[7],"information":[8,17,37,90],"from":[9,111],"a":[10,53,107,112],"collection":[11],"of":[12,48,71,106],"documents":[13,45],"solve":[15],"complex":[16],"tasks":[18,124],"in":[19,31],"the":[20,68],"workplace,":[21],"e.g.,":[22],"hiring":[23],"managers":[24],"reviewing":[25],"resumes":[26],"or":[27],"analysts":[28],"assessing":[29],"risk":[30],"contracts.":[32],"However,":[33],"foraging":[34],"for":[35],"relevant":[36],"can":[38,145],"become":[39],"tedious":[40],"repetitive":[42],"over":[43,58],"many":[44],"criteria":[47],"interest.":[49],"We":[50],"introduce":[51],"Marco,":[52,120],"mixed-initiative":[54],"workspace":[55],"supporting":[56],"sensemaking":[57,123],"diverse":[59],"business":[60],"document":[61,108],"collections.":[62],"Through":[63],"collection-centric":[64],"assistance,":[65],"Marco":[66,144],"reduces":[67],"cognitive":[69],"costs":[70],"extracting":[72],"structuring":[74],"information,":[75],"allowing":[76],"users":[77,121],"prioritize":[79],"comparative":[80],"synthesis":[81],"decision":[83],"making":[84],"processes.":[85],"Users":[86],"interactively":[87],"communicate":[88],"their":[89],"needs":[91],"an":[93,104],"AI":[94],"assistant":[95],"using":[96,119],"natural":[97],"language":[98],"compose":[100],"schemas":[101],"that":[102,117],"provide":[103],"overview":[105],"collection.":[109],"Findings":[110],"usability":[113],"study":[114],"(n=16)":[115],"demonstrate":[116],"when":[118],"complete":[122],"16%":[125],"more":[126],"quickly,":[127],"with":[128,138],"less":[129],"effort,":[130],"without":[132],"diminishing":[133],"accuracy.":[134],"A":[135],"design":[136],"probe":[137],"seven":[139],"domain":[140],"experts":[141],"identifies":[142],"how":[143],"benefit":[146],"various":[147],"real-world":[148],"workflows.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":12}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
