{"id":"https://openalex.org/W2746626573","doi":"https://doi.org/10.1145/3041659","title":"Collaborative Intent Prediction with Real-Time Contextual Data","display_name":"Collaborative Intent Prediction with Real-Time Contextual Data","publication_year":2017,"publication_date":"2017-08-16","ids":{"openalex":"https://openalex.org/W2746626573","doi":"https://doi.org/10.1145/3041659","mag":"2746626573"},"language":"en","primary_location":{"id":"doi:10.1145/3041659","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3041659","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-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/A5068936523","display_name":"Yu Sun","orcid":"https://orcid.org/0000-0002-6666-8586"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yu Sun","raw_affiliation_strings":["University of Melbourne, Parkville, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Melbourne, Parkville, Victoria, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053345000","display_name":"Nicholas Jing Yuan","orcid":"https://orcid.org/0009-0006-3971-4176"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nicholas Jing Yuan","raw_affiliation_strings":["Microsoft Corporation, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Corporation, Suzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044651577","display_name":"Xing Xie","orcid":"https://orcid.org/0000-0002-8608-8482"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xing Xie","raw_affiliation_strings":["Microsoft Research, Danling St, Haidian District, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research, Danling St, Haidian District, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090137722","display_name":"Kieran McDonald","orcid":"https://orcid.org/0000-0001-7986-9638"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kieran McDonald","raw_affiliation_strings":["Microsoft Corporation, Microsoft Way, Redmond, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Corporation, Microsoft Way, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100702947","display_name":"Rui Zhang","orcid":"https://orcid.org/0000-0002-7386-2694"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rui Zhang","raw_affiliation_strings":["University of Melbourne, Parkville, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Melbourne, Parkville, Victoria, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.3765,"has_fulltext":false,"cited_by_count":79,"citation_normalized_percentile":{"value":0.98941912,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"35","issue":"4","first_page":"1","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9918000102043152,"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":0.8847295045852661},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6967641115188599},{"id":"https://openalex.org/keywords/contextual-design","display_name":"Contextual design","score":0.6920949220657349},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5328781008720398},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4846382737159729},{"id":"https://openalex.org/keywords/context-awareness","display_name":"Context awareness","score":0.4525456130504608},{"id":"https://openalex.org/keywords/nowcasting","display_name":"Nowcasting","score":0.44280049204826355},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4387821555137634},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36621779203414917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2664027810096741},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.09396320581436157}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8847295045852661},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6967641115188599},{"id":"https://openalex.org/C71611378","wikidata":"https://www.wikidata.org/wiki/Q5165191","display_name":"Contextual design","level":3,"score":0.6920949220657349},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5328781008720398},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4846382737159729},{"id":"https://openalex.org/C2781368080","wikidata":"https://www.wikidata.org/wiki/Q501688","display_name":"Context awareness","level":3,"score":0.4525456130504608},{"id":"https://openalex.org/C2781013037","wikidata":"https://www.wikidata.org/wiki/Q1433331","display_name":"Nowcasting","level":2,"score":0.44280049204826355},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4387821555137634},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36621779203414917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2664027810096741},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.09396320581436157},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3041659","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3041659","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W17009997","https://openalex.org/W83118243","https://openalex.org/W1560147776","https://openalex.org/W1953394243","https://openalex.org/W1966626570","https://openalex.org/W1970487353","https://openalex.org/W1983623418","https://openalex.org/W1987961977","https://openalex.org/W2000042664","https://openalex.org/W2014165366","https://openalex.org/W2016184960","https://openalex.org/W2016547905","https://openalex.org/W2018143268","https://openalex.org/W2018605660","https://openalex.org/W2018936209","https://openalex.org/W2024165284","https://openalex.org/W2026577690","https://openalex.org/W2031640415","https://openalex.org/W2033775920","https://openalex.org/W2042172159","https://openalex.org/W2051708641","https://openalex.org/W2055158566","https://openalex.org/W2056510157","https://openalex.org/W2079563517","https://openalex.org/W2080320419","https://openalex.org/W2094286023","https://openalex.org/W2102937240","https://openalex.org/W2103958279","https://openalex.org/W2105934661","https://openalex.org/W2110515654","https://openalex.org/W2114463818","https://openalex.org/W2119741678","https://openalex.org/W2126675855","https://openalex.org/W2132035347","https://openalex.org/W2137945018","https://openalex.org/W2148177488","https://openalex.org/W2162059449","https://openalex.org/W2165949563","https://openalex.org/W2167838035","https://openalex.org/W2171279286","https://openalex.org/W2175677219","https://openalex.org/W2251814753","https://openalex.org/W2324392187","https://openalex.org/W2335875860","https://openalex.org/W2339388094","https://openalex.org/W2514293650","https://openalex.org/W2514480375","https://openalex.org/W2908054697","https://openalex.org/W3020890247","https://openalex.org/W3103362336","https://openalex.org/W3122251671","https://openalex.org/W3122434613","https://openalex.org/W3123785984","https://openalex.org/W4229859886","https://openalex.org/W4294113920","https://openalex.org/W6664761161","https://openalex.org/W6842624619"],"related_works":["https://openalex.org/W2011442434","https://openalex.org/W2596633139","https://openalex.org/W1863657797","https://openalex.org/W2092610107","https://openalex.org/W2951580347","https://openalex.org/W4299800544","https://openalex.org/W2049441025","https://openalex.org/W2744144394","https://openalex.org/W879818106","https://openalex.org/W2070063018"],"abstract_inverted_index":{"Intelligent":[0],"personal":[1,46,160],"assistants":[2,47],"on":[3,196],"mobile":[4,197],"devices":[5],"such":[6],"as":[7],"Apple\u2019s":[8],"Siri":[9],"and":[10,71,88,91,96,106,130,135,137,170,185],"Microsoft":[11],"Cortana":[12],"are":[13,93,102],"increasingly":[14],"important.":[15],"Instead":[16],"of":[17,174,179,194],"passively":[18],"reacting":[19],"to":[20,32,48,63,82,117],"queries,":[21],"they":[22],"provide":[23,188],"users":[24,56],"with":[25,142,153],"brand":[26],"new":[27,192],"proactive":[28],"experiences":[29],"that":[30,52],"aim":[31],"offer":[33],"the":[34,38,84,127,150,165,167,176],"right":[35,39],"information":[36,55,70],"at":[37],"time.":[40],"It":[41,78],"is,":[42,53,79],"therefore,":[43],"crucial":[44],"for":[45,191],"understand":[49],"users\u2019":[50,72,76,139],"intent,":[51],"what":[54],"need":[57],"now.":[58],"Intent":[59,90],"is":[60],"closely":[61],"related":[62],"context.":[64,89],"Various":[65],"contextual":[66,145,180],"signals,":[67],"including":[68],"spatio-temporal":[69],"activities,":[73],"can":[74],"signify":[75],"intent.":[77],"however,":[80],"challenging":[81],"model":[83,116,124,152,186],"correlation":[85,132],"between":[86,133],"intent":[87,136,141],"context":[92,134],"highly":[94],"dynamic":[95],"often":[97],"sequentially":[98],"correlated.":[99],"Contextual":[100],"signals":[101],"usually":[103],"sparse,":[104],"heterogeneous,":[105],"not":[107],"simultaneously":[108],"available.":[109],"We":[110,147],"propose":[111],"an":[112],"innovative":[113],"collaborative":[114],"nowcasting":[115],"jointly":[118],"address":[119],"all":[120],"these":[121],"issues.":[122],"The":[123,162,182],"effectively":[125],"addresses":[126],"complex":[128],"sequential":[129],"concurring":[131],"recognizes":[138],"real-time":[140,177],"continuously":[143],"arrived":[144],"signals.":[146,181],"extensively":[148],"evaluate":[149],"proposed":[151,168],"real-world":[154],"data":[155],"sets":[156],"from":[157],"a":[158],"commercial":[159],"assistant.":[161],"results":[163],"validate":[164],"effectiveness":[166],"model,":[169],"demonstrate":[171],"its":[172],"capability":[173],"handling":[175],"flow":[178],"studied":[183],"problem":[184],"also":[187],"inspiring":[189],"implications":[190],"paradigms":[193],"recommendation":[195],"intelligent":[198],"devices.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":9}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
