{"id":"https://openalex.org/W2890468880","doi":"https://doi.org/10.1108/ajim-05-2018-0103","title":"Using children\u2019s search patterns to predict the quality of their creative problem solving","display_name":"Using children\u2019s search patterns to predict the quality of their creative problem solving","publication_year":2018,"publication_date":"2018-09-12","ids":{"openalex":"https://openalex.org/W2890468880","doi":"https://doi.org/10.1108/ajim-05-2018-0103","mag":"2890468880"},"language":"en","primary_location":{"id":"doi:10.1108/ajim-05-2018-0103","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ajim-05-2018-0103","pdf_url":null,"source":{"id":"https://openalex.org/S4210181081","display_name":"Aslib Journal of Information Management","issn_l":"2050-3806","issn":["2050-3806","2050-3814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Aslib Journal of Information Management","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/A5012895390","display_name":"Cristian Olivares-Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-4991-5784"},"institutions":[{"id":"https://openalex.org/I16465266","display_name":"Austral University of Chile","ror":"https://ror.org/029ycp228","country_code":"CL","type":"education","lineage":["https://openalex.org/I16465266"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Cristian Olivares-Rodr\u00edguez","raw_affiliation_strings":["Austral University of Chile, Valdivia, Chile"],"raw_orcid":"https://orcid.org/0000-0002-4991-5784","affiliations":[{"raw_affiliation_string":"Austral University of Chile, Valdivia, Chile","institution_ids":["https://openalex.org/I16465266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075935033","display_name":"Mariluz Guenaga","orcid":"https://orcid.org/0000-0002-0311-2150"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mariluz Guenaga","raw_affiliation_strings":["Department of Engineering, University of Deusto, Bilbao, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Deusto, Bilbao, Spain","institution_ids":["https://openalex.org/I136040515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014996866","display_name":"Pablo Garaizar","orcid":"https://orcid.org/0000-0001-8160-9130"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pablo Garaizar","raw_affiliation_strings":["Department of Engineering, University of Deusto, Bilbao, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Deusto, Bilbao, Spain","institution_ids":["https://openalex.org/I136040515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012895390"],"corresponding_institution_ids":["https://openalex.org/I16465266"],"apc_list":null,"apc_paid":null,"fwci":0.4382,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7032204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":95},"biblio":{"volume":"70","issue":"5","first_page":"538","last_page":"550"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11079","display_name":"Creativity in Education and Neuroscience","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11079","display_name":"Creativity in Education and Neuroscience","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12887","display_name":"Educational Strategies and Epistemologies","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.85306715965271},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.7485654354095459},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6894783973693848},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6701646447181702},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6495190858840942},{"id":"https://openalex.org/keywords/creative-problem-solving","display_name":"Creative problem-solving","score":0.594033420085907},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5359457731246948},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5164816379547119},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.4379413425922394},{"id":"https://openalex.org/keywords/creative-thinking","display_name":"Creative thinking","score":0.4269540309906006},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.36370164155960083},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3346478343009949},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.31475013494491577},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17610788345336914},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.13248899579048157},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09745198488235474},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09120383858680725}],"concepts":[{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.85306715965271},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.7485654354095459},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6894783973693848},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6701646447181702},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6495190858840942},{"id":"https://openalex.org/C166667406","wikidata":"https://www.wikidata.org/wiki/Q853133","display_name":"Creative problem-solving","level":3,"score":0.594033420085907},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5359457731246948},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5164816379547119},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.4379413425922394},{"id":"https://openalex.org/C2988206411","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creative thinking","level":3,"score":0.4269540309906006},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.36370164155960083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3346478343009949},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.31475013494491577},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17610788345336914},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.13248899579048157},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09745198488235474},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09120383858680725},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/ajim-05-2018-0103","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ajim-05-2018-0103","pdf_url":null,"source":{"id":"https://openalex.org/S4210181081","display_name":"Aslib Journal of Information Management","issn_l":"2050-3806","issn":["2050-3806","2050-3814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Aslib Journal of Information Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W170459457","https://openalex.org/W238017469","https://openalex.org/W1484629748","https://openalex.org/W1556118235","https://openalex.org/W1571835398","https://openalex.org/W1965244999","https://openalex.org/W1979182316","https://openalex.org/W1981261334","https://openalex.org/W1983132692","https://openalex.org/W1991901957","https://openalex.org/W1993968931","https://openalex.org/W1995101231","https://openalex.org/W1998084297","https://openalex.org/W2014250898","https://openalex.org/W2046693654","https://openalex.org/W2065959622","https://openalex.org/W2080070721","https://openalex.org/W2080669547","https://openalex.org/W2086438570","https://openalex.org/W2089860848","https://openalex.org/W2120779048","https://openalex.org/W2124758073","https://openalex.org/W2125671490","https://openalex.org/W2139073329","https://openalex.org/W2143227729","https://openalex.org/W2148809109","https://openalex.org/W2154216473","https://openalex.org/W2156037541","https://openalex.org/W2158450083","https://openalex.org/W2158616698","https://openalex.org/W2161494889","https://openalex.org/W2165531941","https://openalex.org/W2168697680","https://openalex.org/W2295458719","https://openalex.org/W2332772862"],"related_works":["https://openalex.org/W4230399884","https://openalex.org/W2379308591","https://openalex.org/W1503048621","https://openalex.org/W2359092139","https://openalex.org/W622652012","https://openalex.org/W2733845697","https://openalex.org/W1544447482","https://openalex.org/W2166121295","https://openalex.org/W2988389568","https://openalex.org/W2367861522"],"abstract_inverted_index":{"Purpose":[0],"The":[1,100],"purpose":[2],"of":[3,19,53,59,78,111,132,169,181,191,202,216,223],"this":[4,165],"paper":[5],"is":[6,185,206],"to":[7,35,44,127,172,196],"propose":[8],"a":[9,27,104,209],"computational":[10],"model":[11,105,123,166,190,205,222],"that":[12,73,106,164],"implicitly":[13],"predict":[14,128,197],"the":[15,23,36,40,54,108,112,116,129,145,161,178,186,198,213],"children\u2019s":[16],"creative":[17,55,109,130,179,200,217],"quality":[18,56,110,131,180,201],"solutions":[20,137,171],"by":[21,90],"analyzing":[22],"query":[24,192,220],"pattern":[25,119,193],"on":[26,208],"problem-solving-based":[28],"lesson.":[29],"Design/methodology/approach":[30],"A":[31,49],"search":[32,117,152],"task":[33],"related":[34],"competencies":[37],"acquired":[38],"in":[39,194],"classroom":[41,98],"was":[42,57,147],"applied":[43],"automatically":[45],"measure":[46],"children\u2019":[47,199],"creativity.":[48],"blind":[50],"review":[51],"process":[52],"developed":[58,103],"255":[60,133],"primary":[61,96,134],"school":[62,97,135],"students\u2019":[63,136],"solutions.":[64,182,203],"Findings":[65],"While":[66],"there":[67],"are":[68],"many":[69,77],"creativity":[70,83],"training":[71],"programs":[72,80],"have":[74,102],"proven":[75],"effective,":[76],"these":[79],"require":[81],"measuring":[82],"previously":[84],"which":[85],"involves":[86],"time-consuming":[87],"tasks":[88],"conducted":[89,148],"experienced":[91],"reviewers,":[92],"i.e.":[93],"far":[94],"from":[95,156],"dynamics.":[99],"authors":[101,162],"predicts":[107],"given":[113],"solution":[114],"using":[115],"queries":[118],"as":[120],"input.":[121],"This":[122,184,204],"has":[124],"been":[125],"used":[126],"with":[138,149],"80":[139],"percent":[140],"sensitivity.":[141],"Research":[142],"limitations/implications":[143],"Although":[144],"research":[146],"just":[150],"one":[151],"task,":[153],"participants":[154],"come":[155],"two":[157],"different":[158],"countries.":[159],"Therefore,":[160],"hope":[163],"provides":[167],"detection":[168],"non-creative":[170],"enable":[173],"prompt":[174],"intervention":[175],"and":[176,219],"improve":[177],"Originality/value":[183],"first":[187],"implicit":[188],"classification":[189],"order":[195],"based":[207],"conceptual":[210],"relation":[211],"between":[212],"concept":[214],"association":[215],"thinking":[218],"chain":[221],"information":[224],"search.":[225]},"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}