{"id":"https://openalex.org/W1985709675","doi":"https://doi.org/10.1145/2637002.2637032","title":"Modeling decision points in user search behavior","display_name":"Modeling decision points in user search behavior","publication_year":2014,"publication_date":"2014-08-21","ids":{"openalex":"https://openalex.org/W1985709675","doi":"https://doi.org/10.1145/2637002.2637032","mag":"1985709675"},"language":"en","primary_location":{"id":"doi:10.1145/2637002.2637032","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2637002.2637032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Information Interaction in Context Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046377370","display_name":"Paul Thomas","orcid":"https://orcid.org/0000-0003-2425-3136"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Paul Thomas","raw_affiliation_strings":["CSIRO, Australia","[Csiro, Australia]"],"affiliations":[{"raw_affiliation_string":"CSIRO, Australia","institution_ids":["https://openalex.org/I1292875679"]},{"raw_affiliation_string":"[Csiro, Australia]","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081861848","display_name":"Alistair Moffat","orcid":"https://orcid.org/0000-0002-6638-0232"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"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":"Alistair Moffat","raw_affiliation_strings":["The University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017503948","display_name":"Peter Bailey","orcid":null},"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":"Peter Bailey","raw_affiliation_strings":["Microsoft, Australia","Microsoft Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"Microsoft, Australia","institution_ids":[]},{"raw_affiliation_string":"Microsoft Australia#TAB#","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085925326","display_name":"Falk Scholer","orcid":"https://orcid.org/0000-0001-9094-0810"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Falk Scholer","raw_affiliation_strings":["RMIT University, Australia","RMIT University, AUSTRALIA"],"affiliations":[{"raw_affiliation_string":"RMIT University, Australia","institution_ids":["https://openalex.org/I82951845"]},{"raw_affiliation_string":"RMIT University, AUSTRALIA","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046377370"],"corresponding_institution_ids":["https://openalex.org/I1292875679"],"apc_list":null,"apc_paid":null,"fwci":12.2707,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.98198253,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"239","last_page":"242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9994999766349792,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9994999766349792,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9937999844551086,"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":0.7844245433807373},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.5392215847969055},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.46869683265686035},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.46077483892440796},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.4313661456108093},{"id":"https://openalex.org/keywords/observable","display_name":"Observable","score":0.4195058345794678},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3711206316947937},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36145657300949097},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36012065410614014},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.27255120873451233},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10117155313491821}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7844245433807373},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.5392215847969055},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.46869683265686035},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.46077483892440796},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.4313661456108093},{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.4195058345794678},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3711206316947937},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36145657300949097},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36012065410614014},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.27255120873451233},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10117155313491821},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2637002.2637032","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2637002.2637032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Information Interaction in Context Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.655.4604","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.655.4604","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://es.csiro.au/pubs/thomas_iiix14.pdf","raw_type":"text"},{"id":"pmh:oai:alma.61RMIT_INST:11247846240001341","is_oa":false,"landing_page_url":"http://doi.org/10.1145/2637002.2637032","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:figshare.com:article/27392016","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27392016","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.800000011920929,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W92750350","https://openalex.org/W114240708","https://openalex.org/W1965862077","https://openalex.org/W1968927634","https://openalex.org/W1992549066","https://openalex.org/W2029009258","https://openalex.org/W2040214686","https://openalex.org/W2047860186","https://openalex.org/W2059120814","https://openalex.org/W2106532293","https://openalex.org/W2134440707","https://openalex.org/W2136120756","https://openalex.org/W2137366811","https://openalex.org/W2152314154","https://openalex.org/W2155355283","https://openalex.org/W2168225578","https://openalex.org/W4238998169","https://openalex.org/W4251113007"],"related_works":["https://openalex.org/W1608278265","https://openalex.org/W2048990642","https://openalex.org/W2097677915","https://openalex.org/W1186135329","https://openalex.org/W2140011328","https://openalex.org/W1590657835","https://openalex.org/W1498430983","https://openalex.org/W2342418236","https://openalex.org/W3097319984","https://openalex.org/W1833779271"],"abstract_inverted_index":{"Understanding":[0],"and":[1,29,48,52],"modeling":[2],"user":[3,75],"behavior":[4],"is":[5,62],"critical":[6],"to":[7,14,23,64,81],"designing":[8],"search":[9,50],"systems:":[10],"it":[11],"allows":[12],"us":[13],"drive":[15],"batch":[16],"evaluations,":[17],"predict":[18],"how":[19],"users":[20,55],"would":[21],"respond":[22],"changes":[24],"in":[25,57],"systems":[26],"or":[27],"interfaces,":[28],"suggest":[30],"ideas":[31],"for":[32],"improvement.":[33],"In":[34],"this":[35],"work":[36],"we":[37,77],"present":[38],"a":[39,46,49,74],"comprehensive":[40],"model":[41,61],"of":[42,85],"the":[43,53,86],"interactions":[44],"between":[45],"searcher":[47],"engine,":[51],"decisions":[54],"make":[56,82],"these":[58],"interactions.":[59],"The":[60],"designed":[63],"deal":[65],"only":[66],"with":[67,89],"observable":[68],"phenomena.":[69],"Based":[70],"on":[71],"data":[72],"from":[73],"study,":[76],"are":[78],"therefore":[79],"able":[80],"initial":[83],"estimates":[84],"probabilities":[87],"associated":[88],"various":[90],"decision":[91],"points.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}