{"id":"https://openalex.org/W86453462","doi":null,"title":"Computational models of quality for educational digital resource assessment","display_name":"Computational models of quality for educational digital resource assessment","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W86453462","mag":"86453462"},"language":"en","primary_location":{"id":"pmh:oai:cuscholar:7m01bk97z","doi":null,"is_oa":true,"landing_page_url":"https://scholar.colorado.edu/concern/graduate_thesis_or_dissertations/7m01bk97z","pdf_url":"https://scholar.colorado.edu/downloads/jd472w66k","source":{"id":"https://openalex.org/S4306401957","display_name":"CU Scholar (University of Colorado Boulder)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I188538660","host_organization_name":"University of Colorado Boulder","host_organization_lineage":["https://openalex.org/I188538660"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dissertation"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://scholar.colorado.edu/downloads/jd472w66k","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023221196","display_name":"Philipp G. Wetzler","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Philipp Wetzler","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5023221196"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12171","display_name":"Open Education and E-Learning","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12171","display_name":"Open Education and E-Learning","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.0035000001080334187,"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/T14498","display_name":"Educational Technology in Learning","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/open-educational-resources","display_name":"open educational resources","score":0.875},{"id":"https://openalex.org/keywords/quality-indicators","display_name":"quality indicators","score":0.7799999713897705},{"id":"https://openalex.org/keywords/expert-opinion","display_name":"expert opinion","score":0.6539999842643738},{"id":"https://openalex.org/keywords/manual-annotation","display_name":"manual annotation","score":0.5},{"id":"https://openalex.org/keywords/document-classification","display_name":"document classification","score":0.656000018119812},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"supervised learning","score":0.6079999804496765},{"id":"https://openalex.org/keywords/educational-digital-libraries","display_name":"educational digital libraries","score":0.7450000047683716},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"personalized learning","score":0.7379999756813049},{"id":"https://openalex.org/keywords/model-generalization","display_name":"model generalization","score":0.7139999866485596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6044064164161682},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5753259062767029},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5642985105514526},{"id":"https://openalex.org/C3020001037","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assessment","level":3,"score":0.41609418392181396},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3767489790916443},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.21246346831321716},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16640743613243103},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.1581127941608429},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.13187429308891296},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:cuscholar:7m01bk97z","doi":null,"is_oa":true,"landing_page_url":"https://scholar.colorado.edu/concern/graduate_thesis_or_dissertations/7m01bk97z","pdf_url":"https://scholar.colorado.edu/downloads/jd472w66k","source":{"id":"https://openalex.org/S4306401957","display_name":"CU Scholar (University of Colorado Boulder)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I188538660","host_organization_name":"University of Colorado Boulder","host_organization_lineage":["https://openalex.org/I188538660"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dissertation"},{"id":"pmh:oai:scholar.colorado.edu:csci_gradetds-1012","doi":null,"is_oa":false,"landing_page_url":"https://scholar.colorado.edu/csci_gradetds/11","pdf_url":null,"source":{"id":"https://openalex.org/S4306401957","display_name":"CU Scholar (University of Colorado Boulder)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I188538660","host_organization_name":"University of Colorado Boulder","host_organization_lineage":["https://openalex.org/I188538660"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science Graduate Theses & Dissertations","raw_type":"text"},{"id":"mag:86453462","doi":null,"is_oa":false,"landing_page_url":"http://scholar.colorado.edu/cgi/viewcontent.cgi?article=1012&context=csci_gradetds","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:cuscholar:7m01bk97z","doi":null,"is_oa":true,"landing_page_url":"https://scholar.colorado.edu/concern/graduate_thesis_or_dissertations/7m01bk97z","pdf_url":"https://scholar.colorado.edu/downloads/jd472w66k","source":{"id":"https://openalex.org/S4306401957","display_name":"CU Scholar (University of Colorado Boulder)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I188538660","host_organization_name":"University of Colorado Boulder","host_organization_lineage":["https://openalex.org/I188538660"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dissertation"},"sustainable_development_goals":[{"score":0.9235000014305115,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1961505411","display_name":"TPC Proof-of-Concept:  Digital Libraries go to School","funder_award_id":"0554440","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2886141451","display_name":"Collaborative Research:    Developing a Computational Model of \"Quality\" for Educational Digital Libraries","funder_award_id":"0534581","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2988956102","display_name":"SGER:  Relevance Models for Digital Repository Management","funder_award_id":"0741326","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/F4320309198","display_name":"Utah State University","ror":"https://ror.org/00h6set76"},{"id":"https://openalex.org/F4320332169","display_name":"Directorate for Computer and Information Science and Engineering","ror":"https://ror.org/025kzpk63"},{"id":"https://openalex.org/F4320337389","display_name":"Division of Information and Intelligent Systems","ror":"https://ror.org/053a2cp42"},{"id":"https://openalex.org/F4320337409","display_name":"Division of Research on Learning in Formal and Informal Settings","ror":"https://ror.org/05s7cqk18"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W86453462.pdf","grobid_xml":"https://content.openalex.org/works/W86453462.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W9825390","https://openalex.org/W1482425595","https://openalex.org/W1507711477","https://openalex.org/W1537691903","https://openalex.org/W1574862351","https://openalex.org/W1967390364","https://openalex.org/W1990176676","https://openalex.org/W2006025567","https://openalex.org/W2007863696","https://openalex.org/W2015482310","https://openalex.org/W2024945704","https://openalex.org/W2036111042","https://openalex.org/W2053154970","https://openalex.org/W2066636486","https://openalex.org/W2076452960","https://openalex.org/W2085470508","https://openalex.org/W2092846176","https://openalex.org/W2097726431","https://openalex.org/W2104290389","https://openalex.org/W2105736812","https://openalex.org/W2106695994","https://openalex.org/W2107324900","https://openalex.org/W2118568699","https://openalex.org/W2120708938","https://openalex.org/W2121718753","https://openalex.org/W2136219771","https://openalex.org/W2144214828","https://openalex.org/W2147069617","https://openalex.org/W2147152072","https://openalex.org/W2157681268","https://openalex.org/W2164777277","https://openalex.org/W2245619335","https://openalex.org/W2264704278","https://openalex.org/W2322584079"],"related_works":["https://openalex.org/W7095086492","https://openalex.org/W2133162081","https://openalex.org/W1568634685","https://openalex.org/W4321106728","https://openalex.org/W2575855241","https://openalex.org/W4408116240","https://openalex.org/W1564634949","https://openalex.org/W2756785458","https://openalex.org/W2163802065","https://openalex.org/W2122849741"],"abstract_inverted_index":{"Educational":[0],"digital":[1],"libraries":[2],"and":[3,40,60,96,127,195],"peer-produced":[4,258],"open":[5,259],"educational":[6,24,51,101,260],"resources":[7,157,261],"have":[8],"become":[9,30],"integral":[10],"to":[11,13,45,74,80,94,184,205,227,239,299,303],"efforts":[12],"incorporate":[14],"personalized":[15],"learning":[16,194],"into":[17,123,129],"the":[18,21,35,82,89,115,159,171,211,219,224,232,248,263,283,288,290,295,300,310],"classroom.":[19],"Assuring":[20],"quality":[22,49,116,140,149,178,272],"of":[23,34,37,41,50,86,91,109,117,125,135,139,145,151,155,175,210,231,250,256,282,287],"content":[25],"from":[26,158,262],"these":[27,137,186,235],"sources":[28],"has":[29],"a":[31,54,118,152,191,199,275,304],"major":[32],"concern":[33],"curators":[36],"such":[38],"materials,":[39,289],"educators":[42],"who":[43],"want":[44],"use":[46,230],"them.":[47],"But":[48],"materials":[52],"is":[53,72,120],"multi-faceted":[55],"problem,":[56],"not":[57],"completely":[58],"understood,":[59],"often":[61],"disputed.":[62],"In":[63,280],"current":[64],"practice,":[65],"focused":[66],"manual":[67],"effort":[68],"by":[69],"trained":[70,293,308],"experts":[71,181],"required":[73],"assess":[75],"each":[76,209],"resource.\\nThis":[77],"work":[78,87],"attempts":[79],"leverage":[81],"large":[83],"existing":[84],"corpus":[85,154,255,297],"in":[88,100],"field":[90],"computational":[92,201,225,291],"semantics":[93],"supplement":[95],"support":[97],"human":[98,110,220],"judgment":[99],"resource":[102,119],"assessment.":[103],"Based":[104],"on":[105,243,294,309],"an":[106,146,253],"in-depth":[107],"study":[108],"expert":[111],"decision":[112],"processes,":[113],"characterizing":[114],"broken":[121],"down":[122],"dimensions":[124],"quality,":[126],"further":[128],"low-level,":[130],"more":[131],"easily":[132],"identified":[133],"indicators":[134,138,213],"quality;":[136],"alone":[141],"are":[142],"strongly":[143],"predictive":[144],"expert's":[147],"overall":[148],"assessment":[150],"resource.\\nA":[153],"1000":[156],"Digital":[160],"Library":[161],"for":[162,170,208,271],"Earth":[163],"System":[164],"Education":[165],"(DLESE)":[166],"was":[167,203,268],"manually":[168,269],"annotated":[169,270],"presence":[172],"or":[173],"absence":[174],"seven":[176,212,245],"important":[177],"indicators.":[179],"Human":[180],"were":[182,237],"able":[183,204],"make":[185,228],"assessments":[187],"quite":[188],"consistently.":[189],"Using":[190],"supervised":[192],"machine":[193],"document":[196],"classification":[197],"approach,":[198,252],"baseline":[200],"system":[202,226],"train":[206],"models":[207,236,292,307],"that":[214],"achieved":[215,313],"some":[216],"agreement":[217,242],"with":[218],"annotation.":[221],"By":[222],"adjusting":[223],"better":[229],"data":[233,302,312],"set,":[234],"improved":[238],"achieve":[240],"good":[241,315],"all":[244],"indicators.\\nTo":[246],"evaluate":[247],"generalizability":[249],"this":[251],"additional":[254],"230":[257],"Instructional":[264],"Architect":[265],"(IA)":[266],"project":[267],"indicators,":[273],"using":[274],"slightly":[276],"modified":[277],"annotation":[278],"protocol.":[279],"spite":[281],"very":[284],"different":[285],"nature":[286],"DLESE":[296],"generalized":[298],"new":[301,311],"small":[305],"extent;":[306],"mostly":[314],"agreement.":[316]},"counts_by_year":[],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2016-06-24T00:00:00"}