{"id":"https://openalex.org/W1990978509","doi":"https://doi.org/10.1145/2623330.2623722","title":"Analyzing expert behaviors in collaborative networks","display_name":"Analyzing expert behaviors in collaborative networks","publication_year":2014,"publication_date":"2014-08-22","ids":{"openalex":"https://openalex.org/W1990978509","doi":"https://doi.org/10.1145/2623330.2623722","mag":"1990978509"},"language":"en","primary_location":{"id":"doi:10.1145/2623330.2623722","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2623330.2623722","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101488340","display_name":"Huan Sun","orcid":"https://orcid.org/0000-0001-6436-4813"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huan Sun","raw_affiliation_strings":["University of California, Santa Barbara, Goleta, CA, USA","University of california, Santa Barbara, Goleta, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara, Goleta, CA, USA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"University of california, Santa Barbara, Goleta, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072108555","display_name":"Mudhakar Srivatsa","orcid":"https://orcid.org/0000-0002-5874-3750"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mudhakar Srivatsa","raw_affiliation_strings":["IBM T.J. Watson Research Center, Yorktown Heights, NY, USA","IBM T. J. Watson Research Center, Yorktown Heights , NY, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]},{"raw_affiliation_string":"IBM T. J. Watson Research Center, Yorktown Heights , NY, USA#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011202621","display_name":"Shulong Tan","orcid":"https://orcid.org/0000-0003-0892-8260"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shulong Tan","raw_affiliation_strings":["University of California, Santa Barbara, Goleta, CA, USA","University of california, Santa Barbara, Goleta, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara, Goleta, CA, USA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"University of california, Santa Barbara, Goleta, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101718818","display_name":"Yang Li","orcid":"https://orcid.org/0009-0000-6141-7393"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Li","raw_affiliation_strings":["University of California, Santa Barbara, Goleta, CA, USA","University of california, Santa Barbara, Goleta, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara, Goleta, CA, USA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"University of california, Santa Barbara, Goleta, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022713560","display_name":"Lance Kaplan","orcid":"https://orcid.org/0000-0002-3627-4471"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lance M. Kaplan","raw_affiliation_strings":["U.S. Army Research Lab, Adephi, MD, USA","U.S. Army Research Lab, Adephi, MD, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Research Lab, Adephi, MD, USA","institution_ids":["https://openalex.org/I166416128"]},{"raw_affiliation_string":"U.S. Army Research Lab, Adephi, MD, USA#TAB#","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037017610","display_name":"Tao Shu","orcid":"https://orcid.org/0000-0002-0173-2559"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shu Tao","raw_affiliation_strings":["IBM T.J. Watson Research Center, Yorktown Heights, NY, USA","IBM T. J. Watson Research Center, Yorktown Heights , NY, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]},{"raw_affiliation_string":"IBM T. J. Watson Research Center, Yorktown Heights , NY, USA#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047709762","display_name":"Xifeng Yan","orcid":"https://orcid.org/0009-0000-6508-4792"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xifeng Yan","raw_affiliation_strings":["University of California, Santa Barbara, Goleta, CA, USA","University of california, Santa Barbara, Goleta, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara, Goleta, CA, USA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"University of california, Santa Barbara, Goleta, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1486","last_page":"1495"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9975000023841858,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.799171507358551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7385381460189819},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.7202116847038269},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5527193546295166},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.4700835049152374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42654716968536377},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42036163806915283},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.41890838742256165},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3545548617839813},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32558149099349976},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12015378475189209},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10599526762962341}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.799171507358551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7385381460189819},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.7202116847038269},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5527193546295166},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4700835049152374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42654716968536377},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42036163806915283},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.41890838742256165},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3545548617839813},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32558149099349976},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12015378475189209},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10599526762962341},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2623330.2623722","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2623330.2623722","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.707.7705","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.707.7705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cs.ucsb.edu/%7Eyangli/paper/kdd14_sun.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7900000214576721,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1563088657","https://openalex.org/W1880262756","https://openalex.org/W1973956316","https://openalex.org/W1987421230","https://openalex.org/W2026432262","https://openalex.org/W2051322528","https://openalex.org/W2051434435","https://openalex.org/W2061820396","https://openalex.org/W2076337359","https://openalex.org/W2112896229","https://openalex.org/W2117410972","https://openalex.org/W2117525189","https://openalex.org/W2124802514","https://openalex.org/W2125646657","https://openalex.org/W2126226055","https://openalex.org/W2140008999","https://openalex.org/W2148442785","https://openalex.org/W2157067562","https://openalex.org/W2157239837","https://openalex.org/W2160513711","https://openalex.org/W6669402789","https://openalex.org/W6678490650","https://openalex.org/W6683380652","https://openalex.org/W6738852829"],"related_works":["https://openalex.org/W3196817267","https://openalex.org/W1564680838","https://openalex.org/W2003125260","https://openalex.org/W2060591604","https://openalex.org/W2166791242","https://openalex.org/W3012440055","https://openalex.org/W2585162246","https://openalex.org/W2034202275","https://openalex.org/W1934413089","https://openalex.org/W1992291644"],"abstract_inverted_index":{"Collaborative":[0],"networks":[1],"are":[2],"composed":[3],"of":[4,66,79,87],"experts":[5,88],"who":[6],"cooperate":[7],"with":[8],"each":[9],"other":[10],"to":[11,35,52,74],"complete":[12],"specific":[13],"tasks,":[14],"such":[15],"as":[16,89],"resolving":[17],"problems":[18],"reported":[19],"by":[20],"customers.":[21],"A":[22],"task":[23,80],"is":[24,56,97],"posted":[25],"and":[26,82],"subsequently":[27],"routed":[28],"in":[29],"the":[30,63,76,84],"network":[31],"from":[32],"an":[33,41],"expert":[34,42],"another":[36],"until":[37],"being":[38],"resolved.":[39],"When":[40],"cannot":[43],"solve":[44],"a":[45,54,67,90,94],"task,":[46],"his":[47],"routing":[48,95,102],"decision":[49,85,96],"(i.e.,":[50],"where":[51,93],"transfer":[53],"task)":[55],"critical":[57],"since":[58],"it":[59],"can":[60],"significantly":[61],"affect":[62],"completion":[64],"time":[65],"task.":[68],"In":[69],"this":[70],"work,":[71],"we":[72],"attempt":[73],"deduce":[75],"cognitive":[77],"process":[78,92],"routing,":[81],"model":[83],"making":[86],"generative":[91],"made":[98],"based":[99],"on":[100],"mixed":[101],"patterns.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}