{"id":"https://openalex.org/W96862622","doi":null,"title":"Modelling the information seeking user by the decisions they make","display_name":"Modelling the information seeking user by the decisions they make","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W96862622","mag":"96862622"},"language":"en","primary_location":{"id":"pmh:oai:eprints.qut.edu.au:61964","doi":null,"is_oa":true,"landing_page_url":"http://www.mansci.uwaterloo.ca/~msmucker/mube2013/mube2013-proceedings.pdf#page=10","pdf_url":"http://www.mansci.uwaterloo.ca/~msmucker/mube2013/mube2013-proceedings.pdf#page=10","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SIGIR 2013 Workshop on Modeling User Behavior for Information Retrieval Evaluation","raw_type":"Contribution to conference"},"volume":null,"type":"conference-paper","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www.mansci.uwaterloo.ca/~msmucker/mube2013/mube2013-proceedings.pdf#page=10","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086300145","display_name":"Peter Bruza","orcid":"https://orcid.org/0000-0001-7999-0534","observed_orcids":["https://orcid.org/0000-0001-7999-0534"]},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Peter Bruza","raw_affiliation_strings":["Queensland University of Technology"],"raw_orcid":"https://orcid.org/0000-0001-7999-0534","affiliations":[{"raw_affiliation_string":"Queensland University of Technology","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076031002","display_name":"Guido Zuccon","orcid":"https://orcid.org/0000-0003-0271-5563","observed_orcids":["https://orcid.org/0000-0003-0271-5563"]},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Guido Zuccon","raw_affiliation_strings":["CSIRO"],"raw_orcid":"https://orcid.org/0000-0003-0271-5563","affiliations":[{"raw_affiliation_string":"CSIRO","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023210944","display_name":"Laurianne Sitbon","orcid":"https://orcid.org/0000-0003-2359-2515","observed_orcids":["https://orcid.org/0000-0003-2359-2515"]},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Laurianne Sitbon","raw_affiliation_strings":["Queensland University of Technology"],"raw_orcid":"https://orcid.org/0000-0003-2359-2515","affiliations":[{"raw_affiliation_string":"Queensland University of Technology","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8034,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67615897,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9907000064849854,"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":0.9907000064849854,"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/T10622","display_name":"Quantum Mechanics and Applications","score":0.00279999990016222,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"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/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/information-seeking","display_name":"information seeking","score":0.8029999732971191},{"id":"https://openalex.org/keywords/relevance-assessment","display_name":"relevance assessment","score":0.6679999828338623},{"id":"https://openalex.org/keywords/quantum-decision-theory","display_name":"quantum decision theory","score":0.8180000185966492},{"id":"https://openalex.org/keywords/quantum-probability","display_name":"quantum probability","score":0.9340000152587891},{"id":"https://openalex.org/keywords/interference-terms","display_name":"interference terms","score":0.6019999980926514},{"id":"https://openalex.org/keywords/law-of-total-probability","display_name":"law of total probability","score":0.8579999804496765},{"id":"https://openalex.org/keywords/signal-detection-model","display_name":"signal detection model","score":0.6159999966621399}],"concepts":[{"id":"https://openalex.org/C2776548248","wikidata":"https://www.wikidata.org/wiki/Q12621536","display_name":"Judgement","level":2,"score":0.6926145553588867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6697131991386414},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6528477072715759},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6375726461410522},{"id":"https://openalex.org/C28901747","wikidata":"https://www.wikidata.org/wiki/Q177571","display_name":"Decision theory","level":2,"score":0.5868833661079407},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4781557023525238},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4656689167022705},{"id":"https://openalex.org/C195579931","wikidata":"https://www.wikidata.org/wiki/Q3623548","display_name":"Applied probability","level":2,"score":0.4184153974056244},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35274094343185425},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29723402857780457},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24105975031852722},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08902797102928162},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:eprints.qut.edu.au:61964","doi":null,"is_oa":true,"landing_page_url":"http://www.mansci.uwaterloo.ca/~msmucker/mube2013/mube2013-proceedings.pdf#page=10","pdf_url":"http://www.mansci.uwaterloo.ca/~msmucker/mube2013/mube2013-proceedings.pdf#page=10","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SIGIR 2013 Workshop on Modeling User Behavior for Information Retrieval Evaluation","raw_type":"Contribution to conference"},{"id":"mag:96862622","doi":null,"is_oa":false,"landing_page_url":"http://eprints.qut.edu.au/61964/","pdf_url":null,"source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":null}],"best_oa_location":{"id":"pmh:oai:eprints.qut.edu.au:61964","doi":null,"is_oa":true,"landing_page_url":"http://www.mansci.uwaterloo.ca/~msmucker/mube2013/mube2013-proceedings.pdf#page=10","pdf_url":"http://www.mansci.uwaterloo.ca/~msmucker/mube2013/mube2013-proceedings.pdf#page=10","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SIGIR 2013 Workshop on Modeling User Behavior for Information Retrieval Evaluation","raw_type":"Contribution to conference"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G3544920506","display_name":"III: Small: Modeling and Inferring Searcher Intent by Mining User Interactions","funder_award_id":"1018321","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321079","display_name":"Russian Foundation for Basic Research","ror":"https://ror.org/02mh1ke95"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W96862622.pdf","grobid_xml":"https://content.openalex.org/works/W96862622.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W1991774506","https://openalex.org/W1998013227"],"related_works":["https://openalex.org/W3002965415","https://openalex.org/W1564720605","https://openalex.org/W1998013227","https://openalex.org/W7212384122","https://openalex.org/W2062965047","https://openalex.org/W2496998153","https://openalex.org/W7170900264","https://openalex.org/W2147590910","https://openalex.org/W2474874882","https://openalex.org/W7100840626"],"abstract_inverted_index":{"The":[0,98,120],"article":[1,124],"focuses":[2],"on":[3,20,40],"how":[4],"the":[5,30,70,93,105,129],"information":[6,130,156],"seeker":[7,131],"makes":[8],"decisions":[9],"about":[10],"relevance.":[11],"It":[12],"will":[13,143],"employ":[14],"a":[15,81,134,152],"novel":[16],"decision":[17,37,60,82,135],"theory":[18,38],"based":[19,39],"quantum":[21,41,56],"probabilities.":[22],"This":[23],"direction":[24],"derives":[25],"from":[26],"mounting":[27],"research":[28],"within":[29],"field":[31],"of":[32,74,95,122,155],"cognitive":[33],"science":[34],"showing":[35],"that":[36],"probabilities":[42],"is":[43,63,101,125],"superior":[44],"to":[45,87,127],"modelling":[46],"human":[47,118],"judgements":[48,107],"than":[49,69],"standard":[50],"probability":[51,106],"models":[52,142],"[2,":[53],"1].":[54],"By":[55],"probabilities,":[57],"we":[58],"mean":[59],"event":[61],"space":[62,67],"modelled":[64,85],"as":[65,133],"vector":[66],"rather":[68],"usual":[71],"Boolean":[72],"algebra":[73],"sets.":[75],"In":[76],"this":[77,123,138],"way,incompatible":[78],"perspectives":[79],"around":[80],"can":[83],"be":[84,144],"leading":[86],"an":[88],"interference":[89,99],"term":[90,100],"which":[91,146],"modifies":[92],"law":[94],"total":[96],"probability.":[97],"crucial":[102],"in":[103,148,151],"modifying":[104],"made":[108],"by":[109],"current":[110],"probabilistic":[111],"systems":[112],"so":[113],"they":[114],"align":[115],"better":[116],"with":[117],"judgement.":[119],"goal":[121],"thus":[126],"model":[128],"user":[132],"maker.":[136],"For":[137],"purpose,":[139],"signal":[140],"detection":[141],"sketched":[145],"are":[147],"principle":[149],"applicable":[150],"wide":[153],"variety":[154],"seeking":[157],"scenarios.":[158]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}