{"id":"https://openalex.org/W7204705853","doi":"https://doi.org/10.5281/zenodo.22172530","title":"Revealed Learning Interest as a Curriculum-Alignment Signal: data, code and validation records for a three-layer study of Jordanian ICT education","display_name":"Revealed Learning Interest as a Curriculum-Alignment Signal: data, code and validation records for a three-layer study of Jordanian ICT education","publication_year":2026,"publication_date":"2026-08-30","ids":{"openalex":"https://openalex.org/W7204705853","doi":"https://doi.org/10.5281/zenodo.22172530"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.22172530","doi":"https://doi.org/10.5281/zenodo.22172530","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22172530","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"volume":null,"type":"dataset","is_traditional":false,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.22172530","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039175219","display_name":"Aladeen Yousef Rashid Hmoud","orcid":"https://orcid.org/0000-0003-2280-4838","observed_orcids":["https://orcid.org/0000-0003-2280-4838"]},"institutions":[{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Hmoud, Aladeen","raw_affiliation_strings":["Yarmouk University"],"raw_orcid":"https://orcid.org/0000-0003-2280-4838","affiliations":[{"raw_affiliation_string":"Yarmouk University","institution_ids":["https://openalex.org/I85507684"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114660298","display_name":"Raya Ahmad Hasan Altalib","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I230091363","display_name":"German Jordanian University","ror":"https://ror.org/02jgpyd84","country_code":"JO","type":"education","lineage":["https://openalex.org/I230091363"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Altalib, Raya Ahmad Hasan","raw_affiliation_strings":["German Jordanian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Jordanian University","institution_ids":["https://openalex.org/I230091363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T12338","display_name":"Digital literacy in education","score":0.3630000054836273,"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/T12338","display_name":"Digital literacy in education","score":0.3630000054836273,"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/T13034","display_name":"Information Systems Education and Curriculum Development","score":0.2551000118255615,"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/T10533","display_name":"Teaching and Learning Programming","score":0.07419999688863754,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ict-education","display_name":"ICT education","score":0.7080000042915344},{"id":"https://openalex.org/keywords/curriculum-alignment","display_name":"curriculum alignment","score":0.949999988079071},{"id":"https://openalex.org/keywords/learner-affect","display_name":"learner affect","score":0.9390000104904175},{"id":"https://openalex.org/keywords/arabic-speaking-learners","display_name":"Arabic-speaking learners","score":0.8429999947547913},{"id":"https://openalex.org/keywords/course-descriptions","display_name":"course descriptions","score":0.6949999928474426},{"id":"https://openalex.org/keywords/learner-comments","display_name":"learner comments","score":0.7829999923706055}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6585000157356262},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.5898000001907349},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.4934000074863434},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4498000144958496},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4406999945640564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42890000343322754},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4284999966621399},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4000999927520752},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.3837999999523163},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38119998574256897},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.36160001158714294},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.34929999709129333},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.3492000102996826},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.3418000042438507},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32199999690055847},{"id":"https://openalex.org/C89128539","wikidata":"https://www.wikidata.org/wiki/Q1949963","display_name":"Statistic","level":2,"score":0.3165999948978424},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.31380000710487366},{"id":"https://openalex.org/C513874922","wikidata":"https://www.wikidata.org/wiki/Q212805","display_name":"Digital library","level":3,"score":0.30169999599456787},{"id":"https://openalex.org/C122783720","wikidata":"https://www.wikidata.org/wiki/Q183065","display_name":"Interpreter","level":2,"score":0.2840000092983246},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.2825999855995178},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.28040000796318054},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.27639999985694885},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.2727999985218048},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C2780468074","wikidata":"https://www.wikidata.org/wiki/Q16628824","display_name":"Digital learning","level":2,"score":0.25850000977516174},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.25270000100135803},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.2522999942302704}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.22172530","doi":"https://doi.org/10.5281/zenodo.22172530","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22172530","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},{"id":"doi:10.5281/zenodo.22172531","doi":"https://doi.org/10.5281/zenodo.22172531","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22172531","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.22172530","doi":"https://doi.org/10.5281/zenodo.22172530","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22172530","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.975600004196167}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7145573773","https://openalex.org/W7204034178","https://openalex.org/W7162302393","https://openalex.org/W7212119341","https://openalex.org/W7169671999","https://openalex.org/W7214702678","https://openalex.org/W7207871742","https://openalex.org/W7208633376","https://openalex.org/W7161952667","https://openalex.org/W1875777609"],"abstract_inverted_index":{"Data,":[0],"code":[1,300],"and":[2,13,28,64,79,122,155,159,168,186,192,210,227,234,237,249,262,281,339],"validation":[3,178,204,272],"records":[4,179,273],"accompanying":[5],"the":[6,56,84,89,146,151,161,166,173,176,181,189,194,198,208,215,219,223,228,231,238,246,263,270,277,288,321,324,334],"manuscript":[7,37,209],"\"What":[8],"Arabic-Speaking":[9],"Learners":[10],"Actually":[11],"Seek,":[12],"How":[14],"They":[15],"Feel":[16],"About":[17],"It:":[18],"A":[19],"Three-Layer":[20],"Comparison":[21],"of":[22],"Curricular":[23],"Provision,":[24],"Revealed":[25],"Learning":[26],"Interest":[27],"Learner":[29],"Affect":[30],"in":[31,41,207],"Jordanian":[32,42,104],"ICT":[33,43,105],"Education\"":[34],"(supporting":[35],"a":[36,140,305,308,327],"on":[38,67],"curriculum":[39,149],"alignment":[40],"education).":[44],"The":[45,143,259,298],"study":[46],"builds":[47],"three":[48],"independently":[49],"collected":[50],"layers":[51],"over":[52],"one":[53],"controlled":[54],"vocabulary,":[55],"ESCO":[57],"v1.2.1":[58],"digital":[59],"skills":[60],"collection":[61,233,299],"(1,284":[62],"concepts),":[63],"joins":[65],"them":[66],"conceptUri":[68],"so":[69,303],"that":[70,201,304,336],"an":[71,75,80],"Arabic":[72,81,119,135],"course":[73,100],"description,":[74],"English":[76],"video":[77,265],"title":[78],"comment":[82,260,279],"naming":[83],"same":[85,90],"skill":[86,153],"resolve":[87],"to":[88,333],"concept":[91],"without":[92,276],"any":[93],"translation":[94],"step.":[95],"Layer":[96,147],"1":[97,148],"is":[98,109,127,256,301],"988":[99],"descriptions":[101],"from":[102,113,131,287],"twelve":[103],"programmes;":[106],"layer":[107,125],"2":[108],"106,737":[110],"YouTube":[111,309],"videos":[112],"1,005":[114],"channels":[115],"retrieved":[116],"through":[117],"48":[118,163],"learning-intent":[120],"queries":[121],"channel":[123],"harvesting;":[124],"3":[126],"434,951":[128],"public":[129],"comments,":[130],"which":[132],"30,491":[133],"aspect-bearing":[134],"segments":[136],"are":[137,267],"scored":[138],"by":[139],"dialect-aware":[141],"transformer.":[142],"deposit":[144],"contains:":[145],"corpus;":[150],"Aho-Corasick":[152],"matcher":[154],"its":[156,211],"aspect":[157,184],"lexicon":[158],"blocklist;":[160],"byte-exact":[162],"seed":[164],"queries;":[165],"concept-level":[167],"skill-level":[169],"derived":[170],"tables":[171],"behind":[172],"reported":[174,206,331],"results;":[175],"hand-coded":[177],"for":[180,183,188,193,241,323,341],"matcher,":[182],"assignment":[185],"polarity,":[187],"second":[190],"coder,":[191],"difficulty":[195],"disambiguation":[196],"rule;":[197],"cell-by-cell":[199],"scripts":[200],"compute":[202],"every":[203],"statistic":[205],"Online":[212],"Resource,":[213],"including":[214],"corpus-weighted":[216],"confusion":[217],"matrices,":[218],"channel-cluster":[220],"bootstrap":[221],"intervals,":[222],"attention":[224],"sensitivity":[225],"variants":[226],"restricted-reading":[229],"comparison;":[230],"four":[232],"analysis":[235],"notebooks;":[236],"matplotlib":[239],"sources":[240],"all":[242],"six":[243],"figures":[244],"with":[245],"Springer":[247],"EPS":[248],"600-dpi":[250],"TIFF":[251],"export":[252],"script.":[253],"Third-party":[254],"text":[255],"not":[257,268],"redistributed.":[258],"corpus":[261],"raw":[264],"metadata":[266],"included,":[269],"comment-level":[271],"carry":[274],"labels":[275],"underlying":[278],"text,":[280],"advertisement":[282],"excerpts":[283],"have":[284],"been":[285],"removed":[286],"abandoned":[289],"vacancy":[290],"pilot.":[291],"No":[292],"commenter":[293],"identity":[294],"was":[295],"ever":[296],"stored.":[297],"included":[302],"reader":[306],"holding":[307],"Data":[310],"API":[311],"v3":[312],"key":[313],"can":[314],"regenerate":[315],"both":[316],"corpora.":[317],"See":[318],"README.md":[319],"inside":[320],"archive":[322],"file":[325,335],"manifest,":[326],"table":[328],"mapping":[329],"each":[330],"number":[332],"produces":[337],"it,":[338],"docs/DATA_DICTIONARY.md":[340],"column":[342],"definitions.":[343]},"counts_by_year":[],"updated_date":"2026-10-08T09:06:37.294493","created_date":"2026-08-31T00:00:00"}
