{"id":"https://openalex.org/W2166001595","doi":"https://doi.org/10.1145/1281192.1281247","title":"Expertise modeling for matching papers with reviewers","display_name":"Expertise modeling for matching papers with reviewers","publication_year":2007,"publication_date":"2007-08-12","ids":{"openalex":"https://openalex.org/W2166001595","doi":"https://doi.org/10.1145/1281192.1281247","mag":"2166001595"},"language":"en","primary_location":{"id":"doi:10.1145/1281192.1281247","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1281192.1281247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://works.bepress.com/andrew_mccallum/102/download/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086934220","display_name":"David Mimno","orcid":"https://orcid.org/0000-0001-7510-9404"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Mimno","raw_affiliation_strings":["University of Massachusetts"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008354502","display_name":"Andrew McCallum","orcid":"https://orcid.org/0000-0003-2843-6992"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrew McCallum","raw_affiliation_strings":["University of Massachusetts"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":30.6757,"has_fulltext":true,"cited_by_count":263,"citation_normalized_percentile":{"value":0.99576338,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"500","last_page":"509"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":1.0,"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/T13274","display_name":"Expert finding and Q&A systems","score":1.0,"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/T10028","display_name":"Topic Modeling","score":0.9986000061035156,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9919000267982483,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8241908550262451},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.7243495583534241},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6858107447624207},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6735885143280029},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6430907249450684},{"id":"https://openalex.org/keywords/persona","display_name":"Persona","score":0.5926765203475952},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5059992671012878},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4282539486885071},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3713550269603729},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35675758123397827},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.117389976978302}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8241908550262451},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.7243495583534241},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6858107447624207},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6735885143280029},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6430907249450684},{"id":"https://openalex.org/C313442","wikidata":"https://www.wikidata.org/wiki/Q778556","display_name":"Persona","level":2,"score":0.5926765203475952},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5059992671012878},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4282539486885071},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3713550269603729},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35675758123397827},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.117389976978302},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":9,"locations":[{"id":"doi:10.1145/1281192.1281247","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1281192.1281247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"},{"id":"pmh:oai:works.bepress.com:andrew_mccallum-1179","is_oa":true,"landing_page_url":"https://works.bepress.com/andrew_mccallum/102","pdf_url":"https://works.bepress.com/andrew_mccallum/102/download/","source":{"id":"https://openalex.org/S4306402057","display_name":"Scholarworks (University of Massachusetts Amherst)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I24603500","host_organization_name":"University of Massachusetts Amherst","host_organization_lineage":["https://openalex.org/I24603500"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Andrew McCallum","raw_type":"text"},{"id":"pmh:oai:scholarworks.umass.edu:cs_faculty_pubs-1072","is_oa":false,"landing_page_url":"https://scholarworks.umass.edu/cs_faculty_pubs/73","pdf_url":null,"source":{"id":"https://openalex.org/S4306402057","display_name":"Scholarworks (University of Massachusetts Amherst)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I24603500","host_organization_name":"University of Massachusetts Amherst","host_organization_lineage":["https://openalex.org/I24603500"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science Department Faculty Publication Series","raw_type":"text"},{"id":"pmh:oai:scholarworks.umass.edu:cs_faculty_pubs-1888","is_oa":false,"landing_page_url":"https://scholarworks.umass.edu/cs_faculty_pubs/889","pdf_url":null,"source":{"id":"https://openalex.org/S4306402240","display_name":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I24603500","host_organization_name":"University of Massachusetts Amherst","host_organization_lineage":["https://openalex.org/I24603500"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science Department Faculty Publication Series","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.324.1553","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.324.1553","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://people.cs.umass.edu/~mccallum/papers/expertise-kdd2007s.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.462.8934","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.462.8934","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://scholarworks.umass.edu/cgi/viewcontent.cgi?article%3D1072%26context%3Dcs_faculty_pubs","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.872.879","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.872.879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://works.bepress.com/andrew_mccallum/102/download/","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.93.9359","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.93.9359","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.umass.edu/~mimno/papers/expertise-nescai.pdf","raw_type":"text"},{"id":"pmh:oai:scholarworks.umass.edu:20.500.14394/10333","is_oa":false,"landing_page_url":"https://hdl.handle.net/20.500.14394/10333","pdf_url":null,"source":{"id":"https://openalex.org/S4306402240","display_name":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I24603500","host_organization_name":"University of Massachusetts Amherst","host_organization_lineage":["https://openalex.org/I24603500"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"published","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:works.bepress.com:andrew_mccallum-1179","is_oa":true,"landing_page_url":"https://works.bepress.com/andrew_mccallum/102","pdf_url":"https://works.bepress.com/andrew_mccallum/102/download/","source":{"id":"https://openalex.org/S4306402057","display_name":"Scholarworks (University of Massachusetts Amherst)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I24603500","host_organization_name":"University of Massachusetts Amherst","host_organization_lineage":["https://openalex.org/I24603500"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Andrew McCallum","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320311089","display_name":"National Security Agency","ror":"https://ror.org/0047bvr32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2166001595.pdf","grobid_xml":"https://content.openalex.org/works/W2166001595.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W33444218","https://openalex.org/W1547561528","https://openalex.org/W1880262756","https://openalex.org/W1965051248","https://openalex.org/W1967573127","https://openalex.org/W2004727981","https://openalex.org/W2042980227","https://openalex.org/W2048910496","https://openalex.org/W2093390569","https://openalex.org/W2099708568","https://openalex.org/W2109244020","https://openalex.org/W2126226055","https://openalex.org/W2136542423","https://openalex.org/W2140124448","https://openalex.org/W2911251560","https://openalex.org/W4206765718","https://openalex.org/W4240913316","https://openalex.org/W4252110628"],"related_works":["https://openalex.org/W2795366572","https://openalex.org/W2886588594","https://openalex.org/W3005214328","https://openalex.org/W2920961600","https://openalex.org/W3091061106","https://openalex.org/W4312802148","https://openalex.org/W2610743940","https://openalex.org/W4285553851","https://openalex.org/W4285550479","https://openalex.org/W1513171822"],"abstract_inverted_index":{"An":[0],"essential":[1],"part":[2],"of":[3,21,31,41,85,129],"an":[4,35,38],"expert-finding":[5],"task,":[6],"such":[7],"as":[8,78],"matching":[9,117],"reviewers":[10,91,131],"to":[11,17],"submitted":[12],"papers,":[13],"is":[14],"the":[15,19,32,95,108,112,127,138,143],"ability":[16],"model":[18,53,141],"expertise":[20,128],"a":[22,45,57,115,133],"person":[23],"based":[24,54,119],"on":[25,120],"documents.":[26],"We":[27,49,110,135],"evaluate":[28,111],"several":[29],"measures":[30],"association":[33],"between":[34],"author":[36,67,102],"in":[37],"existing":[39],"collection":[40],"research":[42],"papers":[43,87],"and":[44,100],"previously":[46],"unseen":[47],"document.":[48],"compare":[50],"two":[51],"language":[52],"approaches":[55],"with":[56],"novel":[58],"topic":[59,140],"model,":[60,65],"Author-Persona-Topic":[61],"(APT).":[62],"In":[63],"this":[64],"each":[66],"can":[68],"write":[69],"under":[70],"one":[71],"or":[72],"more":[73],"\"personas,\"":[74],"which":[75,98],"are":[76,92],"represented":[77],"independent":[79],"distributions":[80],"over":[81],"hidden":[82],"topics.":[83],"Examples":[84],"previous":[86],"written":[88],"by":[89],"prospective":[90],"gathered":[93,106],"from":[94,104,107],"Rexa":[96],"database,":[97],"extracts":[99],"disambiguates":[101],"mentions":[103],"documents":[105],"web.":[109],"models":[113],"using":[114],"reviewer":[116],"task":[118],"human":[121],"relevance":[122],"judgments":[123],"determining":[124],"how":[125],"well":[126],"proposed":[130],"matches":[132],"submission.":[134],"find":[136],"that":[137],"APT":[139],"outperforms":[142],"other":[144],"models.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":17},{"year":2017,"cited_by_count":19},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":25},{"year":2013,"cited_by_count":22},{"year":2012,"cited_by_count":21}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
