{"id":"https://openalex.org/W3093189545","doi":"https://doi.org/10.1145/3423323.3423413","title":"Hybrid Human-Machine Classification System for Cultural Heritage Data","display_name":"Hybrid Human-Machine Classification System for Cultural Heritage Data","publication_year":2020,"publication_date":"2020-10-12","ids":{"openalex":"https://openalex.org/W3093189545","doi":"https://doi.org/10.1145/3423323.3423413","mag":"3093189545"},"language":"en","primary_location":{"id":"doi:10.1145/3423323.3423413","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3423323.3423413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Structuring and Understanding of Multimedia heritAge Contents","raw_type":"proceedings-article"},"type":"conference-paper","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/A5038387658","display_name":"Shaban Shabani","orcid":"https://orcid.org/0000-0003-4710-6091"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]},{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Shaban Shabani","raw_affiliation_strings":["University of Basel &amp; University of Applied Sciences Western Switzerland (HES-SO), Basel, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Basel &amp; University of Applied Sciences Western Switzerland (HES-SO), Basel, Switzerland","institution_ids":["https://openalex.org/I173439891","https://openalex.org/I1850255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036948809","display_name":"Maria Sokhn","orcid":"https://orcid.org/0009-0009-8899-6909"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Maria Sokhn","raw_affiliation_strings":["University of Applied Sciences Western Switzerland (HES-SO), Neuch\u00e2tel, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Western Switzerland (HES-SO), Neuch\u00e2tel, Switzerland","institution_ids":["https://openalex.org/I173439891"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034703920","display_name":"Heiko Schuldt","orcid":"https://orcid.org/0000-0001-9865-6371"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Heiko Schuldt","raw_affiliation_strings":["University of Basel, Basel, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]}],"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":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9990000128746033,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9979000091552734,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9939000010490417,"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/metadata","display_name":"Metadata","score":0.8931138515472412},{"id":"https://openalex.org/keywords/cultural-heritage","display_name":"Cultural heritage","score":0.8294330835342407},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8117771744728088},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.7822058200836182},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6160275936126709},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5858690738677979},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5615684390068054},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5001492500305176},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4743034839630127},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43278852105140686},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4270513355731964},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.42518797516822815},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08417695760726929}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.8931138515472412},{"id":"https://openalex.org/C60671577","wikidata":"https://www.wikidata.org/wiki/Q210272","display_name":"Cultural heritage","level":2,"score":0.8294330835342407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8117771744728088},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.7822058200836182},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6160275936126709},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5858690738677979},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5615684390068054},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5001492500305176},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4743034839630127},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43278852105140686},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4270513355731964},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.42518797516822815},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08417695760726929},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3423323.3423413","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3423323.3423413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Structuring and Understanding of Multimedia heritAge Contents","raw_type":"proceedings-article"},{"id":"pmh:oai:arodes.hes-so.ch:7519","is_oa":false,"landing_page_url":"http://arodes.hes-so.ch/record/7519","pdf_url":null,"source":{"id":"https://openalex.org/S4306402432","display_name":"ArODES (HES-SO (https://www.hes-so.ch/))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088449","host_organization_name":"HES-SO Gen\u00e8ve","host_organization_lineage":["https://openalex.org/I4210088449"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"http://arodes.hes-so.ch/record/7519","raw_type":"Text"},{"id":"pmh:oai:edoc.unibas.ch:81637","is_oa":false,"landing_page_url":"https://edoc.unibas.ch/81637/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401836","display_name":"edoc (University of Basel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1850255","host_organization_name":"University of Basel","host_organization_lineage":["https://openalex.org/I1850255"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321942","display_name":"Hasler Stiftung","ror":"https://ror.org/04m3t9183"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W9014458","https://openalex.org/W279631868","https://openalex.org/W831822886","https://openalex.org/W1580277038","https://openalex.org/W1584921051","https://openalex.org/W1652955026","https://openalex.org/W1686810756","https://openalex.org/W1965818413","https://openalex.org/W1966976587","https://openalex.org/W1991111340","https://openalex.org/W1993088733","https://openalex.org/W2022710553","https://openalex.org/W2058738785","https://openalex.org/W2070248097","https://openalex.org/W2104583100","https://openalex.org/W2108598243","https://openalex.org/W2156369320","https://openalex.org/W2165698076","https://openalex.org/W2183182206","https://openalex.org/W2250539671","https://openalex.org/W2274287116","https://openalex.org/W2310404790","https://openalex.org/W2322112093","https://openalex.org/W2341699034","https://openalex.org/W2400083450","https://openalex.org/W2520314979","https://openalex.org/W2561606885","https://openalex.org/W2612445135","https://openalex.org/W2736887001","https://openalex.org/W2758902444","https://openalex.org/W2760432156","https://openalex.org/W2894913056","https://openalex.org/W2901432156","https://openalex.org/W2955506857","https://openalex.org/W2980534528","https://openalex.org/W4297775537"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W4286908577","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W2800001041"],"abstract_inverted_index":{"The":[0,107],"advancement":[1],"of":[2,32,35,73,77,95,127,152],"digital":[3,33,79],"technologies":[4],"has":[5],"helped":[6],"cultural":[7,36,58],"heritage":[8,37,59,171],"organizations":[9,60],"to":[10,27,29,51,168],"digitize":[11],"their":[12,42,157],"data":[13],"collections":[14],"and":[15,41,100,117,156,173,183],"improve":[16],"the":[17,30,71,75,115,121,131,134,141,150,174],"accessibility":[18],"via":[19],"online":[20],"platforms.":[21],"These":[22],"platforms":[23],"have":[24,48,163],"enabled":[25],"citizens":[26],"contribute":[28],"process":[31],"preservation":[34],"by":[38],"sharing":[39],"documents":[40],"knowledge.":[43],"However,":[44],"many":[45],"historical":[46,78],"datasets":[47],"problems":[49],"due":[50],"incomplete":[52],"metadata.":[53],"To":[54],"solve":[55],"this":[56,67],"issue,":[57],"heavily":[61],"depend":[62],"on":[63,149],"domain":[64],"experts.":[65],"In":[66],"paper,":[68],"we":[69,83],"address":[70],"issue":[72],"completing":[74],"metadata":[76],"collections.":[80],"For":[81],"this,":[82],"introduce":[84],"a":[85,96,169],"new":[86],"hybrid":[87,166],"human-machine":[88],"model.":[89],"This":[90,145],"model":[91,99,109],"jointly":[92],"integrates":[93],"predictions":[94],"deep":[97,181],"multi-input":[98,108],"inferred":[101],"labels":[102],"from":[103,114,120],"multiple":[104],"crowd":[105,135],"judgements.":[106],"uses":[110],"visual":[111],"features":[112,119],"extracted":[113,129],"images":[116],"textual":[118],"metadata,":[122],"complemented":[123],"with":[124],"Wikipedia":[125],"classes":[126],"concepts":[128],"in":[130,159],"text.":[132],"On":[133],"answer":[136],"aggregation,":[137],"our":[138,160,165],"method":[139],"considers":[140],"workers'":[142,153],"reliability":[143],"scores.":[144],"score":[146],"is":[147],"based":[148],"performance":[151,158],"task":[154],"history":[155],"task.":[161],"We":[162],"applied":[164,186],"approach":[167],"culture":[170],"platform":[172],"evaluations":[175],"show":[176],"that":[177],"it":[178],"outperforms":[179],"both":[180],"learning":[182],"crowdsourcing":[184],"when":[185],"individually.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
