{"id":"https://openalex.org/W2089195844","doi":"https://doi.org/10.1177/0165551507080413","title":"Use of collaborative recommendations for web search: an exploratory user study","display_name":"Use of collaborative recommendations for web search: an exploratory user study","publication_year":2007,"publication_date":"2007-07-12","ids":{"openalex":"https://openalex.org/W2089195844","doi":"https://doi.org/10.1177/0165551507080413","mag":"2089195844"},"language":"en","primary_location":{"id":"doi:10.1177/0165551507080413","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0165551507080413","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","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/A5101503267","display_name":"Xiangmin Zhang","orcid":"https://orcid.org/0000-0001-5479-6671"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiangmin Zhang","raw_affiliation_strings":["Rutgers University, USA,"],"affiliations":[{"raw_affiliation_string":"Rutgers University, USA,","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100680208","display_name":"Yuelin Li","orcid":"https://orcid.org/0000-0001-6571-3587"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuelin Li","raw_affiliation_strings":["Rutgers University, USA"],"affiliations":[{"raw_affiliation_string":"Rutgers University, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101503267"],"corresponding_institution_ids":["https://openalex.org/I102322142"],"apc_list":null,"apc_paid":null,"fwci":1.5824,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.8875195,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"34","issue":"2","first_page":"145","last_page":"161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9987000226974487,"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":0.9987000226974487,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9976000189781189,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9962000250816345,"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":0.7415738105773926},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7136789560317993},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6883065700531006},{"id":"https://openalex.org/keywords/exploratory-search","display_name":"Exploratory search","score":0.6627376079559326},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6491814851760864},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5595077276229858},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.46674874424934387}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7415738105773926},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7136789560317993},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6883065700531006},{"id":"https://openalex.org/C2777866876","wikidata":"https://www.wikidata.org/wiki/Q5421358","display_name":"Exploratory search","level":2,"score":0.6627376079559326},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6491814851760864},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5595077276229858},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.46674874424934387},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0165551507080413","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0165551507080413","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320333987","display_name":"Research Council, Rutgers, The State University of New Jersey","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W61132146","https://openalex.org/W61881935","https://openalex.org/W1554742307","https://openalex.org/W1660390307","https://openalex.org/W1966553486","https://openalex.org/W1971040550","https://openalex.org/W1985508050","https://openalex.org/W2007807439","https://openalex.org/W2020015446","https://openalex.org/W2030144199","https://openalex.org/W2033443534","https://openalex.org/W2042949695","https://openalex.org/W2044305182","https://openalex.org/W2066636486","https://openalex.org/W2080215571","https://openalex.org/W2086663518","https://openalex.org/W2087772319","https://openalex.org/W2096004132","https://openalex.org/W2116655493","https://openalex.org/W2124591829","https://openalex.org/W2126239623","https://openalex.org/W2142574815","https://openalex.org/W2155006258","https://openalex.org/W2341865734","https://openalex.org/W3111877007","https://openalex.org/W4238430687"],"related_works":["https://openalex.org/W4327909959","https://openalex.org/W4220734985","https://openalex.org/W1967370444","https://openalex.org/W2157408137","https://openalex.org/W2150136235","https://openalex.org/W1980762553","https://openalex.org/W4312252109","https://openalex.org/W2912890003","https://openalex.org/W2593803794","https://openalex.org/W2622001639"],"abstract_inverted_index":{"This":[0],"study":[1,42],"investigated":[2],"use":[3],"of":[4,39,51,94,103],"collaborative":[5],"recommendations":[6,19],"in":[7,22],"web":[8],"searching.":[9],"An":[10],"experimental":[11,17],"system":[12],"was":[13],"designed.":[14],"In":[15],"the":[16,37,49,92,114,119],"system,":[18],"were":[20],"generated":[21],"a":[23,88],"group":[24],"report":[25],"format,":[26],"including":[27],"items":[28,86],"judged":[29],"relevant":[30],"by":[31],"previous":[32],"users,":[33],"search":[34,108],"queries":[35,68],"and":[36,54,69,107,124],"URLs":[38],"documents.":[40],"The":[41,61,79],"explored":[43],"how":[44],"users":[45,65],"used":[46],"these":[47],"items,":[48],"effects":[50],"their":[52],"use,":[53],"what":[55],"factors":[56],"contributed":[57],"to":[58],"this":[59],"use.":[60,115],"results":[62,120],"demonstrate":[63],"that":[64,83],"preferred":[66],"using":[67,84],"document":[70],"sources":[71],"(URLs),":[72],"rather":[73],"than":[74],"relevance":[75],"judgment":[76],"(document":[77],"ratings).":[78],"findings":[80],"also":[81],"show":[82],"recommended":[85],"had":[87,110],"significant":[89,111],"effect":[90],"on":[91,99,113],"number":[93,102],"documents":[95],"viewed,":[96],"but":[97],"not":[98],"precision":[100],"or":[101],"queries.":[104],"Task":[105],"difficulty":[106],"skills":[109],"impact":[112],"Possible":[116],"reasons":[117],"for":[118],"are":[121,127],"analyzed.":[122],"Implications":[123],"future":[125],"directions":[126],"discussed.":[128]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
