{"id":"https://openalex.org/W2990779562","doi":"https://doi.org/10.18420/inf2019_ws17","title":"Text/Conference Paper","display_name":"Text/Conference Paper","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2990779562","doi":"https://doi.org/10.18420/inf2019_ws17","mag":"2990779562"},"language":"en","primary_location":{"id":"doi:10.18420/inf2019_ws17","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2019_ws17","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210134436","host_organization_name":"German Informatics Society","host_organization_lineage":["https://openalex.org/I4210134436"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.18420/inf2019_ws17","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069835300","display_name":"Florian Niebling","orcid":"https://orcid.org/0000-0002-8706-3551"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Niebling, Florian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058467052","display_name":"Michael Haas","orcid":"https://orcid.org/0000-0003-0694-7855"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haas, Michael","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5023397694","display_name":"Andr\u00e9 Blessing","orcid":"https://orcid.org/0000-0001-7573-578X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Blessing, Andre\u00b4","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":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22014729,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8519999980926514,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8519999980926514,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.8011000156402588,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.7526000142097473,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.766985297203064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5756893157958984},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5366325974464417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5324875712394714},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4858338534832001},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4572770595550537},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42730313539505005},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.340947687625885},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07193827629089355}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.766985297203064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5756893157958984},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5366325974464417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5324875712394714},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4858338534832001},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4572770595550537},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42730313539505005},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.340947687625885},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07193827629089355}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18420/inf2019_ws17","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2019_ws17","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210134436","host_organization_name":"German Informatics Society","host_organization_lineage":["https://openalex.org/I4210134436"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.18420/inf2019_ws17","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2019_ws17","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210134436","host_organization_name":"German Informatics Society","host_organization_lineage":["https://openalex.org/I4210134436"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3190792744","https://openalex.org/W2871166210","https://openalex.org/W3134576218","https://openalex.org/W3049765526","https://openalex.org/W3165687058","https://openalex.org/W2551812597","https://openalex.org/W2754544178","https://openalex.org/W2892748219","https://openalex.org/W3153750463","https://openalex.org/W2545044136","https://openalex.org/W3159545148","https://openalex.org/W2262248218","https://openalex.org/W2963273048","https://openalex.org/W2946937115","https://openalex.org/W3153589411","https://openalex.org/W1633561785","https://openalex.org/W3081442134","https://openalex.org/W3115056521","https://openalex.org/W222226255","https://openalex.org/W2895685660"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,61],"case":[4],"study":[5],"of":[6,26,71,87,100,113],"integrating":[7,106],"RESTful":[8],"web":[9],"services":[10],"for":[11,78],"software":[12],"development":[13],"in":[14,81],"the":[15,69,98,111],"Digital":[16],"Humanities.":[17],"Journalists":[18],"today":[19],"are":[20],"able":[21],"to":[22,29,40,49,84,90,109],"utilize":[23],"huge":[24],"amounts":[25],"image":[27,37,65,82],"data":[28],"illustrate":[30],"their":[31],"articles.":[32],"To":[33],"provide":[34],"easy":[35],"access,":[36],"databases":[38],"need":[39,48],"be":[41,50],"structured":[42],"and":[43],"photographic":[44],"documents":[45],"stored":[46],"within":[47],"categorized.":[51],"Here,":[52],"methods":[53],"based":[54],"on":[55,64],"Deep":[56],"Learning":[57],"have":[58],"recently":[59],"had":[60],"significant":[62],"impact":[63],"categorization.":[66],"We":[67,95],"highlight":[68],"potentials":[70],"incorporating":[72],"machine":[73],"learning":[74],"with":[75],"different":[76],"models":[77],"named-entity":[79],"recognition":[80],"captions,":[83],"facilitate":[85],"classification":[86],"images":[88],"according":[89],"standard":[91],"IPTC":[92],"media":[93],"topics.":[94],"finally":[96],"discuss":[97],"results":[99],"our":[101],"project":[102],"employing":[103],"service-oriented":[104],"architectures":[105],"specialized":[107],"components":[108],"simplify":[110],"creation":[112],"DH":[114],"applications.":[115]},"counts_by_year":[],"updated_date":"2026-08-13T07:04:57.449891","created_date":"2019-12-05T00:00:00"}