{"id":"https://openalex.org/W7036944320","doi":null,"title":"On Data Engineering and Knowledge Graphs: a Context-Aware Proposal for Web-Scale Knowledge Graph Completion","display_name":"On Data Engineering and Knowledge Graphs: a Context-Aware Proposal for Web-Scale Knowledge Graph Completion","publication_year":2023,"publication_date":"2023-07-07","ids":{"openalex":"https://openalex.org/W7036944320"},"language":"en","primary_location":{"id":"pmh:oai:idus.us.es:11441/149207","doi":null,"is_oa":true,"landing_page_url":"https://idus.us.es/handle//11441/149207","pdf_url":"https://idus.us.es/bitstreams/5615bdad-381c-4aee-96c4-ffb2d32923dc/download","source":{"id":"https://openalex.org/S4306401665","display_name":"Deposito de Investigacion Universidad de Sevilla (University of Seville)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79238269","host_organization_name":"Universidad de Sevilla","host_organization_lineage":["https://openalex.org/I79238269"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/doctoralThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://idus.us.es/bitstreams/5615bdad-381c-4aee-96c4-ffb2d32923dc/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Borrego D\u00edaz, Agust\u00edn","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Borrego D\u00edaz, Agust\u00edn","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.6704000234603882,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.6704000234603882,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10215","display_name":"Semantic Web and Ontologies","score":0.2612000107765198,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.041099999099969864,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/knowledge-graph-completion","display_name":"knowledge graph completion","score":0.996999979019165},{"id":"https://openalex.org/keywords/triple-classification","display_name":"triple classification","score":0.9089999794960022},{"id":"https://openalex.org/keywords/scientific-knowledge-graphs","display_name":"scientific knowledge graphs","score":0.8960000276565552},{"id":"https://openalex.org/keywords/automated-knowledge-extraction","display_name":"automated knowledge extraction","score":0.5429999828338623},{"id":"https://openalex.org/keywords/chai","display_name":"CHAI","score":0.6119999885559082},{"id":"https://openalex.org/keywords/coffee-shop","display_name":"coffee shop","score":0.9940000176429749}],"concepts":[{"id":"https://openalex.org/C144251240","wikidata":"https://www.wikidata.org/wiki/Q7068229","display_name":"Nucleofection","level":4,"score":0.392300009727478},{"id":"https://openalex.org/C2992336715","wikidata":"https://www.wikidata.org/wiki/Q63431143","display_name":"Gestational period","level":4,"score":0.2985000014305115},{"id":"https://openalex.org/C2778283623","wikidata":"https://www.wikidata.org/wiki/Q18032200","display_name":"TSG101","level":5,"score":0.2800999879837036},{"id":"https://openalex.org/C2777054765","wikidata":"https://www.wikidata.org/wiki/Q6402731","display_name":"Dysgeusia","level":3,"score":0.26579999923706055},{"id":"https://openalex.org/C2777158700","wikidata":"https://www.wikidata.org/wiki/Q1419356","display_name":"Hyporeflexia","level":3,"score":0.26579999923706055},{"id":"https://openalex.org/C145741570","wikidata":"https://www.wikidata.org/wiki/Q7251534","display_name":"Proteogenomics","level":5,"score":0.2639000117778778},{"id":"https://openalex.org/C2781032047","wikidata":"https://www.wikidata.org/wiki/Q938793","display_name":"Articular cartilage damage","level":5,"score":0.2615000009536743},{"id":"https://openalex.org/C18743360","wikidata":"https://www.wikidata.org/wiki/Q1208096","display_name":"Diafiltration","level":4,"score":0.25440001487731934},{"id":"https://openalex.org/C104545631","wikidata":"https://www.wikidata.org/wiki/Q464858","display_name":"Demotion","level":3,"score":0.24580000340938568},{"id":"https://openalex.org/C2779645999","wikidata":"https://www.wikidata.org/wiki/Q1858477","display_name":"Frugality","level":2,"score":0.23800000548362732}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:idus.us.es:11441/149207","doi":null,"is_oa":true,"landing_page_url":"https://idus.us.es/handle//11441/149207","pdf_url":"https://idus.us.es/bitstreams/5615bdad-381c-4aee-96c4-ffb2d32923dc/download","source":{"id":"https://openalex.org/S4306401665","display_name":"Deposito de Investigacion Universidad de Sevilla (University of Seville)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79238269","host_organization_name":"Universidad de Sevilla","host_organization_lineage":["https://openalex.org/I79238269"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/doctoralThesis"}],"best_oa_location":{"id":"pmh:oai:idus.us.es:11441/149207","doi":null,"is_oa":true,"landing_page_url":"https://idus.us.es/handle//11441/149207","pdf_url":"https://idus.us.es/bitstreams/5615bdad-381c-4aee-96c4-ffb2d32923dc/download","source":{"id":"https://openalex.org/S4306401665","display_name":"Deposito de Investigacion Universidad de Sevilla (University of Seville)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79238269","host_organization_name":"Universidad de Sevilla","host_organization_lineage":["https://openalex.org/I79238269"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/doctoralThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7036944320.pdf","grobid_xml":"https://content.openalex.org/works/W7036944320.grobid-xml"},"referenced_works_count":94,"referenced_works":["https://openalex.org/W68132019","https://openalex.org/W277886906","https://openalex.org/W614875374","https://openalex.org/W1529533208","https://openalex.org/W1552847225","https://openalex.org/W1653383105","https://openalex.org/W1826790618","https://openalex.org/W1932742904","https://openalex.org/W1976823128","https://openalex.org/W1977970897","https://openalex.org/W1978461101","https://openalex.org/W1987902506","https://openalex.org/W1993784358","https://openalex.org/W2022166150","https://openalex.org/W2081580037","https://openalex.org/W2094728533","https://openalex.org/W2101848544","https://openalex.org/W2107306718","https://openalex.org/W2118776984","https://openalex.org/W2151502664","https://openalex.org/W2159583324","https://openalex.org/W2210714229","https://openalex.org/W2249040818","https://openalex.org/W2250911766","https://openalex.org/W2284922289","https://openalex.org/W2300469216","https://openalex.org/W2303427901","https://openalex.org/W2403746960","https://openalex.org/W2460319482","https://openalex.org/W2466714650","https://openalex.org/W2521441617","https://openalex.org/W2563063592","https://openalex.org/W2585270596","https://openalex.org/W2604314403","https://openalex.org/W2608603130","https://openalex.org/W2804978390","https://openalex.org/W2805381747","https://openalex.org/W2808051209","https://openalex.org/W2883081355","https://openalex.org/W2884014654","https://openalex.org/W2886684409","https://openalex.org/W2889234142","https://openalex.org/W2895916606","https://openalex.org/W2896617571","https://openalex.org/W2897855864","https://openalex.org/W2899123495","https://openalex.org/W2899241330","https://openalex.org/W2905284239","https://openalex.org/W2907492528","https://openalex.org/W2912351665","https://openalex.org/W2936814514","https://openalex.org/W2945756911","https://openalex.org/W2946113772","https://openalex.org/W2950393809","https://openalex.org/W2951105272","https://openalex.org/W2951515642","https://openalex.org/W2953054275","https://openalex.org/W2953463754","https://openalex.org/W2962869320","https://openalex.org/W2963220343","https://openalex.org/W2963380480","https://openalex.org/W2963571857","https://openalex.org/W2964221236","https://openalex.org/W2966298461","https://openalex.org/W2971174814","https://openalex.org/W2972140869","https://openalex.org/W2983050946","https://openalex.org/W2987211492","https://openalex.org/W3003250542","https://openalex.org/W3036397942","https://openalex.org/W3044799436","https://openalex.org/W3067834475","https://openalex.org/W3091993229","https://openalex.org/W3092710364","https://openalex.org/W3094451405","https://openalex.org/W3095222388","https://openalex.org/W3097858486","https://openalex.org/W3111386522","https://openalex.org/W3130481949","https://openalex.org/W3152893301","https://openalex.org/W3163193754","https://openalex.org/W3171266048","https://openalex.org/W3205057941","https://openalex.org/W3215677344","https://openalex.org/W4206908866","https://openalex.org/W4281387326","https://openalex.org/W4285818445","https://openalex.org/W4290948420","https://openalex.org/W4291012579","https://openalex.org/W4309220197","https://openalex.org/W4312311432","https://openalex.org/W4312578828","https://openalex.org/W4312933868","https://openalex.org/W4362579589"],"related_works":["https://openalex.org/W7046083738","https://openalex.org/W3163193754","https://openalex.org/W7151509993","https://openalex.org/W7008771483","https://openalex.org/W4405399988","https://openalex.org/W7046382223","https://openalex.org/W7135174318","https://openalex.org/W3215677344","https://openalex.org/W3130909864","https://openalex.org/W3044167416"],"abstract_inverted_index":{"Nowadays,":[0],"Knowledge":[1,77,147,202,228],"Graphs":[2,78,161,229],"are":[3,27,36,87,107],"a":[4,13,154,177,188,195],"widely":[5],"used":[6],"means":[7],"to":[8,22,70,91,110,144,225],"store":[9],"structured":[10],"\\ninformation":[11],"for":[12,158,179,199],"variety":[14],"of":[15,128,168,230],"different":[16],"domains":[17],"and":[18,75,112,193,206,216,220],"applications.":[19],"However,":[20,95],"\\ndue":[21],"the":[23,46,57,84,169],"fact":[24],"that":[25,62,162,210,221],"they":[26,35,96,101,116,123,130,139],"usually":[28],"constructed":[29],"using":[30],"automated":[31,156],"information":[32],"\\nextraction":[33],"techniques,":[34],"often":[37],"incomplete,":[38],"either":[39],"because":[40,50],"these":[41],"techniques":[42],"failed":[43],"\\nto":[44],"extract":[45],"relevant":[47],"information,":[48],"or":[49,120,138],"it":[51,222],"was":[52],"not":[53,141,164],"present":[54,153],"altogether":[55],"in":[56,65,79,218],"\\noriginal":[58],"sources.":[59],"\\nThe":[60],"problem":[61],"we":[63,152],"address":[64],"this":[66,72,93,150],"dissertation":[67],"is":[68,174,213,223],"how":[69],"find":[71],"missing":[73],"\\nknowledge":[74],"complete":[76,227],"an":[80],"automatic":[81],"manner.":[82],"In":[83],"literature,":[85],"\\nthere":[86],"already":[88],"many":[89],"proposals":[90],"perform":[92],"task.":[94],"have":[97],"important":[98],"\\ndrawbacks,":[99],"namely:":[100],"rely":[102,124],"on":[103,125,135],"embedded":[104],"representations,":[105],"which":[106],"\\ncomputationally":[108],"expensive":[109],"generate":[111],"demand":[113],"frequent":[114],"regenerations,":[115],"\\nrequire":[117],"human":[118],"intervention":[119],"human-provided":[121],"data,":[122],"external":[126],"sources":[127],"\\ninformation,":[129],"cannot":[131],"produce":[132],"new":[133,155],"knowledge":[134],"their":[136],"own,":[137],"do":[140],"scale":[142],"\\nproperly":[143],"very":[145,214],"large":[146],"Graphs.":[148,203],"\\nIn":[149],"dissertation,":[151],"proposal":[157,212],"completing":[159,200],"\\nKnowledge":[160],"does":[163],"suffer":[165],"from":[166],"any":[167],"previous":[170],"drawbacks.":[171],"Our":[172],"\\ncontribution":[173],"threefold:":[175],"CHAI,":[176],"technique":[178,196],"automatically":[180],"generating":[181],"tractable":[182],"sets":[183],"\\nof":[184],"candidate":[185],"triples;":[186],"CAFE,":[187],"high-accuracy":[189],"triple":[190],"classification":[191],"proposal;":[192],"\\nSciCheck,":[194],"specifically":[197],"tailored":[198],"scientific":[201],"\\nOur":[204],"theoretical":[205],"practical":[207],"validation":[208],"suggests":[209],"our":[211],"efficient":[215],"\\neffective":[217],"practice,":[219],"able":[224],"successfully":[226],"\\nvarying":[231],"natures.":[232]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-10T00:00:00"}