{"id":"https://openalex.org/W3193336807","doi":"https://doi.org/10.1007/s10115-021-01595-z","title":"On augmenting database schemas by latent visual attributes","display_name":"On augmenting database schemas by latent visual attributes","publication_year":2021,"publication_date":"2021-08-12","ids":{"openalex":"https://openalex.org/W3193336807","doi":"https://doi.org/10.1007/s10115-021-01595-z","mag":"3193336807"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-021-01595-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-021-01595-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-021-01595-z.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10115-021-01595-z.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069270337","display_name":"Tom\u00e1\u0161 Gro\u0161up","orcid":null},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Tom\u00e1\u0161 Gro\u0161up","raw_affiliation_strings":["SIRET Research Group, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIRET Research Group, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008815142","display_name":"Ladislav Pe\u0161ka","orcid":"https://orcid.org/0000-0001-8082-4509"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ladislav Pe\u0161ka","raw_affiliation_strings":["SIRET Research Group, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0001-8082-4509","affiliations":[{"raw_affiliation_string":"SIRET Research Group, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013042933","display_name":"Tom\u00e1\u0161 Skopal","orcid":"https://orcid.org/0000-0002-6591-0879"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Tom\u00e1\u0161 Skopal","raw_affiliation_strings":["SIRET Research Group, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-6591-0879","affiliations":[{"raw_affiliation_string":"SIRET Research Group, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5013042933"],"corresponding_institution_ids":["https://openalex.org/I21250087"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2635,"currency":"EUR","value_usd":2841},"fwci":0.1815,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.46168191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"63","issue":"9","first_page":"2277","last_page":"2312"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11439","display_name":"Video Analysis and Summarization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8361049890518188},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5981987118721008},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.49644023180007935},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4933754503726959},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.4854317307472229},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.4766943156719208},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32238471508026123},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2524176836013794}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8361049890518188},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5981987118721008},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.49644023180007935},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4933754503726959},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.4854317307472229},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.4766943156719208},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32238471508026123},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2524176836013794},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-021-01595-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-021-01595-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-021-01595-z.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10115-021-01595-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-021-01595-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-021-01595-z.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1877596540","display_name":null,"funder_award_id":"17-22224S","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"},{"id":"https://openalex.org/G5469029709","display_name":null,"funder_award_id":"GACR-19-22071Y","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"}],"funders":[{"id":"https://openalex.org/F4320321006","display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky","ror":"https://ror.org/01pv73b02"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3193336807.pdf","grobid_xml":"https://content.openalex.org/works/W3193336807.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W12395144","https://openalex.org/W182666420","https://openalex.org/W299839057","https://openalex.org/W797398368","https://openalex.org/W1506285740","https://openalex.org/W1528802670","https://openalex.org/W1687876682","https://openalex.org/W1933900011","https://openalex.org/W1964220204","https://openalex.org/W1968566320","https://openalex.org/W1977365358","https://openalex.org/W2002055996","https://openalex.org/W2005852566","https://openalex.org/W2022080204","https://openalex.org/W2027047406","https://openalex.org/W2049644877","https://openalex.org/W2088049833","https://openalex.org/W2101409192","https://openalex.org/W2108598243","https://openalex.org/W2125729109","https://openalex.org/W2151103935","https://openalex.org/W2155541015","https://openalex.org/W2157092487","https://openalex.org/W2161865688","https://openalex.org/W2163605009","https://openalex.org/W2165467455","https://openalex.org/W2207109152","https://openalex.org/W2295123179","https://openalex.org/W2471768434","https://openalex.org/W2476034201","https://openalex.org/W2482018248","https://openalex.org/W2499468060","https://openalex.org/W2511502099","https://openalex.org/W2619383789","https://openalex.org/W2745285292","https://openalex.org/W2762316975","https://openalex.org/W2767922591","https://openalex.org/W2782510554","https://openalex.org/W2785764752","https://openalex.org/W2790360016","https://openalex.org/W2810392541","https://openalex.org/W2887280559","https://openalex.org/W2892341857","https://openalex.org/W2895747995","https://openalex.org/W2898169522","https://openalex.org/W2904086596","https://openalex.org/W2910121883","https://openalex.org/W2931819706","https://openalex.org/W2962974137","https://openalex.org/W2963258075","https://openalex.org/W2990443604","https://openalex.org/W2997345485","https://openalex.org/W3010209648","https://openalex.org/W3021200224","https://openalex.org/W3033895433","https://openalex.org/W3034366527","https://openalex.org/W3100321043","https://openalex.org/W3100609465","https://openalex.org/W3123941068","https://openalex.org/W4299625886"],"related_works":["https://openalex.org/W2573939812","https://openalex.org/W2120098008","https://openalex.org/W2898886863","https://openalex.org/W1639806124","https://openalex.org/W2902831276","https://openalex.org/W2165259096","https://openalex.org/W2540682188","https://openalex.org/W2545844851","https://openalex.org/W4385834214","https://openalex.org/W3022423983"],"abstract_inverted_index":{"Abstract":[0],"Decision-making":[1],"in":[2,56,71,132,148,208,226,235],"our":[3],"everyday":[4],"lives":[5],"is":[6],"surrounded":[7],"by":[8,45,79,183],"visually":[9],"important":[10],"information.":[11],"Fashion,":[12],"housing,":[13],"dating,":[14],"food":[15],"or":[16,58],"travel":[17],"are":[18,42,128,143],"just":[19],"a":[20,103,117,174,193,236],"few":[21],"examples.":[22],"At":[23,229],"the":[24,67,72,80,90,149,156,160,197,206,209,227,233,241],"same":[25],"time,":[26],"most":[27],"commonly":[28],"used":[29,147,225],"tools":[30],"for":[31,176,179],"information":[32,54,164],"retrieval":[33,94,165],"operate":[34],"on":[35,96,124],"relational":[36,93,138,167,181],"and":[37,99,140,166,172,191,201,213,239],"text-based":[38],"search":[39],"models":[40,122],"which":[41],"well":[43],"understood":[44],"end":[46],"users,":[47],"but":[48],"unable":[49],"to":[50,65,92,113,130],"directly":[51],"cover":[52],"visual":[53,163,187],"contained":[55],"images":[57],"videos.":[59],"Researcher":[60],"communities":[61],"have":[62],"been":[63],"trying":[64],"reveal":[66],"semantics":[68],"of":[69,82,110,158,185,211],"multimedia":[70],"last":[73],"decades":[74],"with":[75,221],"ever-improving":[76],"results,":[77],"dominated":[78],"success":[81],"deep":[83],"learning.":[84],"However,":[85],"this":[86,152],"does":[87],"not":[88,144],"close":[89],"gap":[91,161],"model":[95,175],"its":[97],"own":[98],"often":[100],"rather":[101],"solves":[102],"very":[104],"specialized":[105],"task":[106],"like":[107],"assigning":[108],"one":[109],"pre-defined":[111],"classes":[112],"each":[114],"object":[115],"within":[116],"closed":[118],"application":[119],"ecosystem.":[120],"Retrieval":[121],"based":[123],"these":[125],"novel":[126],"techniques":[127],"difficult":[129],"integrate":[131],"existing":[133],"application-agnostic":[134],"environments":[135,223],"built":[136],"around":[137],"databases,":[139],"therefore,":[141],"they":[142],"so":[145],"widely":[146,224],"industry.":[150,228],"In":[151],"paper,":[153],"we":[154,231],"address":[155],"problem":[157],"closing":[159],"between":[162],"database":[168],"model.":[169],"We":[170,189,204],"propose":[171],"formalize":[173],"discovering":[177],"candidates":[178],"new":[180],"attributes":[182],"analysis":[184],"available":[186],"content.":[188],"design":[190],"implement":[192],"system":[194,234],"architecture":[195],"supporting":[196],"attribute":[198],"extraction,":[199],"suggestion":[200],"acceptance":[202],"processes.":[203],"apply":[205],"solution":[207],"context":[210],"e-commerce":[212],"show":[214],"how":[215],"it":[216],"can":[217],"be":[218],"seamlessly":[219],"integrated":[220],"SQL":[222],"last,":[230],"evaluate":[232],"user":[237],"study":[238],"discuss":[240],"obtained":[242],"results.":[243]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}
